ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech.

Siwei Lyu

Xin Wang 0037 Héctor Delgado Hemlata Tak Jee-weon Jung Hye-jin Shim Massimiliano Todisco Ivan Kukanov Xuechen Liu 0001 Md. Sahidullah Tomi Kinnunen Nicholas W. D. Evans Kong Aik Lee Junichi Yamagishi Myeonghun Jeong Ge Zhu Yongyi Zang You Zhang Soumi Maiti Florian Lux Nicolas Müller Wangyou Zhang Chengzhe Sun 0001 Shuwei Hou Siwei Lyu Sébastien Le Maguer Cheng Gong Hanjie Guo Liping Chen Vishwanath Pratap Singh ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech. 101825 2026 95 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2025.101825 db/journals/csl/csl95.html#WangDTJSTKLSKELYJZZZMLM26 streams/journals/csl

Tianle Yang Chengzhe Sun 0001 Phil Rose Cassandra L. Jacobs Siwei Lyu Assessing the ability of neural TTS systems to model consonant-induced f0 perturbation. 2026 101983 100 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2026.101983 db/journals/csl/csl100.html#YangSRJL26 streams/journals/csl

Baoyuan Wu Zihao Zhu 0001 Li Liu 0036 Qingshan Liu 0001 Zhaofeng He 0001 Siwei Lyu Attacks in Adversarial Machine Learning: A Systematic Survey from the Lifecycle Perspective. 2026 May 197 134 Int. J. Comput. Vis. 5 https://doi.org/10.1007/s11263-025-02692-0 db/journals/ijcv/ijcv134.html#WuZLLHL26 streams/journals/ijcv

Jing Hu 0009 Ziwei Luo 0002 Chengming Feng Shu Hu 0001 Bin Zhu 0008 Xi Wu 0004 Xin Li 0005 Hongtu Zhu Siwei Lyu Xin Wang 0045 RL-I2IT: Image-to-image translation with deep reinforcement learning. 108264 2026 195 Neural Networks https://doi.org/10.1016/j.neunet.2025.108264 db/journals/nn/nn195.html#HuLFHZWLZLW26 streams/journals/nn

Wei Zhou Zongling Li Shu Hu 0001 Shanmin Yang Tao Wu 0010 Siwei Lyu Ying Fu 0003 Xi Wu 0004 Xin Wang 0045 Exploring the Potential of Class-Specific Encoding for Few-Shot Object Detection. 2026 April 1441-1453 10 IEEE Trans. Emerg. Top. Comput. Intell. 2 https://doi.org/10.1109/TETCI.2025.3647629 db/journals/tetci/tetci10.html#ZhouLHYWLFWW26 streams/journals/tetci

Zhenyu Zhou Defang Chen 0001 Can Wang 0001 Chun Chen 0001 Siwei Lyu DICE: Distilling Classifier-Free Guidance into Text Embeddings. 13880-13888 2026 AAAI https://doi.org/10.1609/aaai.v40i16.38397 conf/aaai/2026 db/conf/aaai/aaai2026.html#ZhouCWCL26

Guanzong Wu Zihao Zhu 0001 Siwei Lyu Baoyuan Wu Unveiling Covert Toxicity in Multimodal Data via Toxicity Association Graphs: A Graph-Based Metric and Interpretable Detection Framework. 2026 February abs/2602.03268 CoRR https://doi.org/10.48550/arXiv.2602.03268 db/journals/corr/corr2602.html#abs-2602-03268 streams/journals/corr

Zhenyu Zhou Defang Chen 0001 Siwei Lyu Chun Chen 0001 Can Wang 0001 Analyzing and Improving Fast Sampling of Text-to-Image Diffusion Models. 2026 March abs/2603.00763 CoRR https://doi.org/10.48550/arXiv.2603.00763 db/journals/corr/corr2603.html#abs-2603-00763 streams/journals/corr

Zihao Zhu 0001 Ruotong Wang 0008 Siwei Lyu Min Zhang Baoyuan Wu BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation. 2026 March abs/2603.02816 CoRR https://doi.org/10.48550/arXiv.2603.02816 db/journals/corr/corr2603.html#abs-2603-02816 streams/journals/corr

Tianle Yang Chengzhe Sun 0001 Phil Rose Cassandra L. Jacobs Siwei Lyu Assessing the Ability of Neural TTS Systems to Model Consonant-Induced F0 Perturbation. 2026 March abs/2603.21078 CoRR https://doi.org/10.48550/arXiv.2603.21078 db/journals/corr/corr2603.html#abs-2603-21078 streams/journals/corr

Tianle Yang Chengzhe Sun 0001 Phil Rose Siwei Lyu Acoustic and perceptual differences between standard and accented Chinese speech and their voice clones. 2026 April abs/2604.01562 CoRR https://doi.org/10.48550/arXiv.2604.01562 db/journals/corr/corr2604.html#abs-2604-01562 streams/journals/corr

Shanmin Yang Hui Guo Shu Hu 0001 Bin B. Zhu Ying Fu 0003 Siwei Lyu Xi Wu 0004 Xin Wang 0045 CrossDF: improving cross-domain deepfake detection with deep information decomposition. 2025 8 Frontiers Big Data https://doi.org/10.3389/fdata.2025.1669488 db/journals/fdata/fdata8.html#YangGHZFLWW25 streams/journals/fdata

Hao Chen Yue Yu Hui Guo Baochen Hu Shu Hu 0001 Jinrong Hu Siwei Lyu Xi Wu 0004 Chingsheng Lin Xin Wang 0045 A self-learning multimodal approach for fake news detection. 2025 8 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2025.1665798 db/journals/frai/frai8.html#ChenYGHHHLWLW25 streams/journals/frai

Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach. 9950-9963 2025 October 35 IEEE Trans. Circuits Syst. Video Technol. 10 https://doi.org/10.1109/TCSVT.2025.3572508 db/journals/tcsv/tcsv35.html#ZouYZLM25 streams/journals/tcsv

Delong Zhu 0002 Yuezun Li Baoyuan Wu Jiaran Zhou Zhibo Wang 0001 Siwei Lyu Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection. 7010-7024 2025 November - December 22 IEEE Trans. Dependable Secur. Comput. 6 https://doi.org/10.1109/TDSC.2025.3592230 db/journals/tdsc/tdsc22.html#ZhuLWZWL25 streams/journals/tdsc

Pu Sun 0001 Honggang Qi Yuezun Li Siwei Lyu FakeTracer: Catching Face-Swap DeepFakes via Implanting Traces in Training. 134-146 2025 January - March 13 IEEE Trans. Emerg. Top. Comput. 1 https://doi.org/10.1109/TETC.2024.3386960 db/journals/tetc/tetc13.html#SunQLL25 streams/journals/tetc

Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method. 4512-4524 2025 20 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2025.3557667 db/journals/tifs/tifs20.html#ZouYZLM25 streams/journals/tifs

Zheyuan Zhan Defang Chen 0001 Jian-Ping Mei Zhenghe Zhao Jiawei Chen 0007 Chun Chen 0001 Siwei Lyu Can Wang 0001 Conditional Image Synthesis with Diffusion Models: A Survey. 2025 2025 Trans. Mach. Learn. Res. https://openreview.net/forum?id=ewwNKwh6SK db/journals/tmlr/tmlr2025.html#Zhan0MZ00L025

Ying Fu 0003 Xinyu Zhu Xiaojie Li 0001 Xin Wang 0045 Xi Wu 0004 Shu Hu 0001 Yi Wu Siwei Lyu Wei Liu 0044 VB-KGN: Variational Bayesian Kernel Generation Networks for Motion Image Deblurring. 2028-2042 2025 27 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2024.3521805 db/journals/tmm/tmm27.html#FuZLWWHWLL25 streams/journals/tmm

Bing Fan Feng Ding 0007 Guopu Zhu Jiwu Huang Sam Kwong Pradeep K. Atrey Siwei Lyu Generating Higher-Quality Anti-Forensics DeepFakes with Adversarial Sharpening Mask. 180:1-180:18 2025 June 21 ACM Trans. Multim. Comput. Commun. Appl. 6 https://doi.org/10.1145/3729233 db/journals/tomccap/tomccap21.html#FanDZHKAL25 streams/journals/tomccap

Xin Wang 0045 Ting Yu Tsai Li Lin Hui Guo Shu Hu 0001 Ming-Ching Chang Pradeep K. Atrey Siwei Lyu Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection. 193:1-193:24 2025 July 21 ACM Trans. Multim. Comput. Commun. Appl. 7 https://doi.org/10.1145/3742786 db/journals/tomccap/tomccap21.html#WangTLGHCAL25 streams/journals/tomccap

Jialing Cai Chengzhe Sun 0001 Soumyya Kanti Datta Siwei Lyu A Landscape Survey of Tools and Real-World Cases of AI-Generated Media. 1-6 2025 AVSS https://doi.org/10.1109/AVSS65446.2025.11149929 conf/avss/2025 db/conf/avss/avss2025.html#CaiSDL25 streams/conf/avss Mingzhen Huang Fu-Jen Chu Bugra Tekin Kevin J. Liang Haoyu Ma Weiyao Wang 0001 Xingyu Chen Pierre Gleize Hongfei Xue Siwei Lyu Kris Kitani Matt Feiszli Hao Tang HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models. 7136-7146 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Huang_HOIGPT_Learning_Long-Sequence_Hand-Object_Interaction_with_Language_Models_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.00669 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#HuangCTLMWCGXLK25 Yan Ju Hongfei Xue Siwei Lyu FreqPure: A High-Frequency Preservation Diffusion-Based Purification Method for Protective Perturbation Removal. ICCVW 2025 1544-1553 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00164 db/conf/iccv/iccv2025w.html#JuXL25 streams/conf/iccv Yu Cai Jiahe Tian Xiaomeng Fu Jiao Dai Jizhong Han Siwei Lyu Adaptive Test-Time Semantic Debiasing for AI-Generated Image Detection. ICCVW 2025 1554-1563 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00165 db/conf/iccv/iccv2025w.html#CaiTFDHL25 streams/conf/iccv Yu Cai Shan Jia Jiahe Tian Jiao Dai Jizhong Han Siwei Lyu CatAID: Category-Guided AI-Generated Image Detection via Vision-Language Model Adaptation. ICCVW 2025 1564-1574 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00166 db/conf/iccv/iccv2025w.html#CaiJTDHL25 streams/conf/iccv Soumyya Kanti Datta Tanvi Ranga Chengzhe Sun 0001 Siwei Lyu PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis. ICCVW 2025 1607-1617 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00170 db/conf/iccv/iccv2025w.html#DattaRSL25 streams/conf/iccv Yu Cai Peng Chen Jiahe Tian Jin Liu 0020 Jiao Dai Xi Wang 0014 Shan Jia Siwei Lyu Jizhong Han Modality-Agnostic Deepfakes Detection. 12-23 2025 IH&MMSec https://doi.org/10.1145/3733102.3733133 conf/ih/2025 db/conf/ih/ihmmsec2025.html#CaiCTLDWJLH25

Zhenyu Zhou Defang Chen 0001 Can Wang 0001 Chun Chen 0001 Siwei Lyu DICE: Distilling Classifier-Free Guidance into Text Embeddings. 2025 February abs/2502.03726 CoRR https://doi.org/10.48550/arXiv.2502.03726 db/journals/corr/corr2502.html#abs-2502-03726 streams/journals/corr

Qijie Xu Defang Chen 0001 Jiawei Chen 0007 Siwei Lyu Can Wang 0001 Recent Advances on Generalizable Diffusion-generated Image Detection. 2025 February abs/2502.19716 CoRR https://doi.org/10.48550/arXiv.2502.19716 db/journals/corr/corr2502.html#abs-2502-19716 streams/journals/corr

Naresh Kumar Devulapally Mingzhen Huang Vishal Asnani Shruti Agarwal Siwei Lyu Vishnu Suresh Lokhande Your Text Encoder Can Be An Object-Level Watermarking Controller. 2025 March abs/2503.11945 CoRR https://doi.org/10.48550/arXiv.2503.11945 db/journals/corr/corr2503.html#abs-2503-11945 streams/journals/corr

Mingzhen Huang Fu-Jen Chu Bugra Tekin Kevin J. Liang Haoyu Ma Weiyao Wang 0001 Xingyu Chen Pierre Gleize Hongfei Xue Siwei Lyu Kris Kitani Matt Feiszli Hao Tang HOIGPT: Learning Long Sequence Hand-Object Interaction with Language Models. 2025 March abs/2503.19157 CoRR https://doi.org/10.48550/arXiv.2503.19157 db/journals/corr/corr2503.html#abs-2503-19157 streams/journals/corr

Soumyya Kanti Datta Shan Jia Siwei Lyu Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies. 2025 April abs/2504.01470 CoRR https://doi.org/10.48550/arXiv.2504.01470 db/journals/corr/corr2504.html#abs-2504-01470 streams/journals/corr

Zhaofeng Si Siwei Lyu Tamper-evident Image using JPEG Fixed Points. 2025 April abs/2504.17594 CoRR https://doi.org/10.48550/arXiv.2504.17594 db/journals/corr/corr2504.html#abs-2504-17594 streams/journals/corr

Tianle Yang Chengzhe Sun 0001 Siwei Lyu Phil Rose Forensic deepfake audio detection using segmental speech features. 2025 May abs/2505.13847 CoRR https://doi.org/10.48550/arXiv.2505.13847 db/journals/corr/corr2505.html#abs-2505-13847 streams/journals/corr

Defang Chen 0001 Zhenyu Zhou Can Wang 0001 Siwei Lyu Geometric Regularity in Deterministic Sampling of Diffusion-based Generative Models. 2025 June abs/2506.10177 CoRR https://doi.org/10.48550/arXiv.2506.10177 db/journals/corr/corr2506.html#abs-2506-10177 streams/journals/corr

Yuezun Li Delong Zhu 0002 Xinjie Cui Siwei Lyu Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics. 2025 July abs/2507.18015 CoRR https://doi.org/10.48550/arXiv.2507.18015 db/journals/corr/corr2507.html#abs-2507-18015 streams/journals/corr

Zihao Zhu 0001 Xinyu Wu Gehan Hu Siwei Lyu Ke Xu Baoyuan Wu AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models. 2025 September abs/2509.24269 CoRR https://doi.org/10.48550/arXiv.2509.24269 db/journals/corr/corr2509.html#abs-2509-24269 streams/journals/corr

Soumyya Kanti Datta Tanvi Ranga Chengzhe Sun 0001 Siwei Lyu PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis. 2025 October abs/2510.14241 CoRR https://doi.org/10.48550/arXiv.2510.14241 db/journals/corr/corr2510.html#abs-2510-14241 streams/journals/corr

Kangran Zhao Yupeng Chen Xiaoyu Zhang 0002 Yize Chen Weinan Guan Baicheng Chen Chengzhe Sun 0001 Soumyya Kanti Datta Qingshan Liu 0001 Siwei Lyu Baoyuan Wu DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection. 2025 October abs/2510.22622 CoRR https://doi.org/10.48550/arXiv.2510.22622 db/journals/corr/corr2510.html#abs-2510-22622 streams/journals/corr

Yuezun Li Cong Zhang Honggang Qi Siwei Lyu AdaNI: Adaptive Noise Injection to improve adversarial robustness. 103855 2024 January 238 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2023.103855 db/journals/cviu/cviu238.html#LiZQL24

Yuezun Li Pu Sun 0001 Honggang Qi Siwei Lyu LandmarkBreaker: A proactive method to obstruct DeepFakes via disrupting facial landmark extraction. 103935 2024 240 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2024.103935 https://www.wikidata.org/entity/Q129663731 db/journals/cviu/cviu240.html#LiSQL24

Cong Zhang Honggang Qi Shuhui Wang Yuezun Li Siwei Lyu COMICS: End-to-End Bi-Grained Contrastive Learning for Multi-Face Forgery Detection. 10223-10236 2024 October 34 IEEE Trans. Circuits Syst. Video Technol. 10 https://doi.org/10.1109/TCSVT.2024.3405563 db/journals/tcsv/tcsv34.html#ZhangQWLL24 streams/journals/tcsv

Jiucui Lu Jiaran Zhou Junyu Dong Bin Li 0011 Siwei Lyu Yuezun Li ForensicsForest Family: A Series of Multi-Scale Hierarchical Cascade Forests for Detecting GAN-Generated Faces. 5106-5119 2024 19 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2024.3395013 db/journals/tifs/tifs19.html#LuZDLLL24

Yan Ju Shan Jia Jialing Cai Haiying Guan Siwei Lyu GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection. 4073-4085 2024 26 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2023.3313503 db/journals/tmm/tmm26.html#JuJCGL24

Shan Jia Reilin Lyu Kangran Zhao Yize Chen Zhiyuan Yan 0002 Yan Ju Chuanbo Hu Xin Li 0005 Baoyuan Wu Siwei Lyu Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics. 4324-4333 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00436 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#JiaLZC0JHLWL22 Zhiyuan Yan 0002 Yuhao Luo 0002 Siwei Lyu Qingshan Liu 0001 Baoyuan Wu Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection. 8984-8994 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.00858 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#0002LLLW24 Cong Zhang Yuezun Li Honggang Qi Siwei Lyu Enhancing Adversarial Robustness of DNNS Via Weight Decorrelation in Training. 4660-4664 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10447737 conf/icassp/2024 db/conf/icassp/icassp2024.html#ZhangLQL24 Mingzhen Huang Shan Jia Zhou Zhou 0009 Yan Ju Jialing Cai Siwei Lyu Exposing Text-Image Inconsistency Using Diffusion Models. 2024 ICLR https://openreview.net/forum?id=Ny150AblPu conf/iclr/2024 db/conf/iclr/iclr2024.html#HuangJ0JCL24 Soumyya Kanti Datta Shan Jia Siwei Lyu Exposing Lip-syncing Deepfakes from Mouth Inconsistencies. 1-6 2024 ICME https://doi.org/10.1109/ICME57554.2024.10687902 conf/icmcs/2024 db/conf/icmcs/icme2024.html#DattaJL24 Cai Yu Shan Jia Xiaomeng Fu Jin Liu 0020 Jiahe Tian Jiao Dai Xi Wang 0014 Siwei Lyu Jizhong Han Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection. 1-6 2024 ICME https://doi.org/10.1109/ICME57554.2024.10687814 conf/icmcs/2024 db/conf/icmcs/icme2024.html#YuJFLTDWLH24 Defang Chen 0001 Zhenyu Zhou Can Wang 0001 Chunhua Shen Siwei Lyu On the Trajectory Regularity of ODE-based Diffusion Sampling. 2024 ICML https://proceedings.mlr.press/v235/chen24bm.html https://openreview.net/forum?id=H86WzfH5N1 conf/icml/2024 db/conf/icml/icml2024.html#0001Z0SL24 7905-7934 Jing Hu 0009 Qinrui Fan Shu Hu 0001 Siwei Lyu Xi Wu 0004 Xin Wang UMedNeRF: Uncertainty-Aware Single View Volumetric Rendering For Medical Neural Radiance Fields. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635864 conf/isbi/2024 db/conf/isbi/isbi2024.html#HuFHLWW24 streams/conf/isbi Yan Ju Chengzhe Sun 0001 Shan Jia Shuwei Hou Zhaofeng Si Soumyya Kanti Datta Lipeng Ke Riky Zhou Anita Nikolich Siwei Lyu DeepFake-o-meter v2.0: An Open Platform for DeepFake Detection. 439-445 2024 MIPR https://doi.org/10.1109/MIPR62202.2024.00075 conf/mipr/2024 db/conf/mipr/mipr2024.html#JuSJHSDKZNL24 Mingzhen Huang Jialing Cai Shan Jia Vishnu Suresh Lokhande Siwei Lyu ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/2847043899e1171183ceadf86bdbb280-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#HuangCJLL24 Yifan Yang Zhaofeng Si Siwei Lyu Kaiyi Ji First-Order Minimax Bilevel Optimization. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/2c8047bf3ed8ef6905351608d641f02f-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#YangSLJ24 Zhenyu Zhou Defang Chen 0001 Can Wang 0001 Chun Chen 0001 Siwei Lyu Simple and Fast Distillation of Diffusion Models. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/47ee3941a6f1d23c39b788e0f450e2a7-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#Zhou000L24 Yan Ju Shu Hu 0001 Shan Jia George H. Chen Siwei Lyu Improving Fairness in Deepfake Detection. 4643-4653 2024 WACV https://doi.org/10.1109/WACV57701.2024.00459 conf/wacv/2024 db/conf/wacv/wacv2024.html#JuHJCL24 Xin Wang 0037 Héctor Delgado Hemlata Tak Jee-weon Jung Hye-jin Shim Massimiliano Todisco Ivan Kukanov Xuechen Liu 0001 Md. Sahidullah Tomi Kinnunen Nicholas W. D. Evans Kong Aik Lee Junichi Yamagishi Myeonghun Jeong Ge Zhu Yongyi Zang Neil Zhang Soumi Maiti Florian Lux Nicolas Müller Wangyou Zhang Chengzhe Sun 0001 Shuwei Hou Siwei Lyu Sébastien Le Maguer Cheng Gong Hanjie Guo Liping Chen Vishwanath Pratap Singh ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech. 2024 December https://doi.org/10.5281/zenodo.14498691 Zenodo streams/repo/zenodo

Soumyya Kanti Datta Shan Jia Siwei Lyu Exposing Lip-syncing Deepfakes from Mouth Inconsistencies. 2024 abs/2401.10113 CoRR https://doi.org/10.48550/arXiv.2401.10113 db/journals/corr/corr2401.html#abs-2401-10113

Shan Jia Reilin Lyu Kangran Zhao Yize Chen Zhiyuan Yan 0002 Yan Ju Chuanbo Hu Xin Li 0005 Baoyuan Wu Siwei Lyu Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics. 2024 abs/2403.14077 CoRR https://doi.org/10.48550/arXiv.2403.14077 db/journals/corr/corr2403.html#abs-2403-14077

Shuwei Hou Yan Ju Chengzhe Sun 0001 Shan Jia Lipeng Ke Riky Zhou Anita Nikolich Siwei Lyu DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection. 2024 abs/2404.13146 CoRR https://doi.org/10.48550/arXiv.2404.13146 db/journals/corr/corr2404.html#abs-2404-13146

Mingzhen Huang Shan Jia Zhou Zhou 0009 Yan Ju Jialing Cai Siwei Lyu Exposing Text-Image Inconsistency Using Diffusion Models. 2024 abs/2404.18033 CoRR https://doi.org/10.48550/arXiv.2404.18033 db/journals/corr/corr2404.html#abs-2404-18033

Cai Yu Shan Jia Xiaomeng Fu Jin Liu 0020 Jiahe Tian Jiao Dai Xi Wang 0014 Siwei Lyu Jizhong Han Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection. 2024 abs/2404.19171 CoRR https://doi.org/10.48550/arXiv.2404.19171 db/journals/corr/corr2404.html#abs-2404-19171

Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method. 2024 abs/2405.08487 CoRR https://doi.org/10.48550/arXiv.2405.08487 db/journals/corr/corr2405.html#abs-2405-08487

Defang Chen 0001 Zhenyu Zhou Can Wang 0001 Chunhua Shen Siwei Lyu On the Trajectory Regularity of ODE-based Diffusion Sampling. 2024 abs/2405.11326 CoRR https://doi.org/10.48550/arXiv.2405.11326 db/journals/corr/corr2405.html#abs-2405-11326

Mihir Chauhan Mohammad Abuzar Shaikh Bina Ramamurthy Mingchen Gao Siwei Lyu Sargur N. Srihari Self-Supervised Learning Based Handwriting Verification. 2024 abs/2405.18320 CoRR https://doi.org/10.48550/arXiv.2405.18320 db/journals/corr/corr2405.html#abs-2405-18320

Mingzhen Huang Jialing Cai Shan Jia Vishnu Suresh Lokhande Siwei Lyu MultiEdits: Simultaneous Multi-Aspect Editing with Text-to-Image Diffusion Models. 2024 abs/2406.00985 CoRR https://doi.org/10.48550/arXiv.2406.00985 db/journals/corr/corr2406.html#abs-2406-00985

Mihir Chauhan Abhishek Satbhai Mohammad Abuzar Hashemi Mir Basheer Ali Bina Ramamurthy Mingchen Gao Siwei Lyu Sargur N. Srihari Vision-Language Model Based Handwriting Verification. 2024 abs/2407.21788 CoRR https://doi.org/10.48550/arXiv.2407.21788 db/journals/corr/corr2407.html#abs-2407-21788 streams/journals/corr

Ye Yao 0003 Tingfeng Han Shan Jia Siwei Lyu Dense Feature Interaction Network for Image Inpainting Localization. 2024 abs/2408.02191 CoRR https://doi.org/10.48550/arXiv.2408.02191 db/journals/corr/corr2408.html#abs-2408-02191 streams/journals/corr

Jingfu Yang Peng Huang Jing Hu 0009 Shu Hu 0001 Siwei Lyu Xin Wang Jun Guo Xi Wu 0004 An Explainable Non-local Network for COVID-19 Diagnosis. 2024 abs/2408.04300 CoRR https://doi.org/10.48550/arXiv.2408.04300 db/journals/corr/corr2408.html#abs-2408-04300 streams/journals/corr

Wujie Sun Defang Chen 0001 Siwei Lyu Genlang Chen Chun Chen 0001 Can Wang 0001 Knowledge Distillation with Refined Logits. 2024 abs/2408.07703 CoRR https://doi.org/10.48550/arXiv.2408.07703 db/journals/corr/corr2408.html#abs-2408-07703 streams/journals/corr

Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach. 2024 abs/2408.16305 CoRR https://doi.org/10.48550/arXiv.2408.16305 db/journals/corr/corr2408.html#abs-2408-16305 streams/journals/corr

Zheyuan Zhan Defang Chen 0001 Jian-Ping Mei Zhenghe Zhao Jiawei Chen 0007 Chun Chen 0001 Siwei Lyu Can Wang 0001 Conditional Image Synthesis with Diffusion Models: A Survey. 2024 abs/2409.19365 CoRR https://doi.org/10.48550/arXiv.2409.19365 db/journals/corr/corr2409.html#abs-2409-19365 streams/journals/corr

Zhenyu Zhou Defang Chen 0001 Can Wang 0001 Chun Chen 0001 Siwei Lyu Simple and Fast Distillation of Diffusion Models. 2024 abs/2409.19681 CoRR https://doi.org/10.48550/arXiv.2409.19681 db/journals/corr/corr2409.html#abs-2409-19681 streams/journals/corr

Yize Chen Zhiyuan Yan 0002 Siwei Lyu Baoyuan Wu X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection. 2024 abs/2410.06126 CoRR https://doi.org/10.48550/arXiv.2410.06126 db/journals/corr/corr2410.html#abs-2410-06126 streams/journals/corr

Zhaofeng Si Shu Hu 0001 Kaiyi Ji Siwei Lyu Meta-Learning with Heterogeneous Tasks. 2024 abs/2410.18894 CoRR https://doi.org/10.48550/arXiv.2410.18894 db/journals/corr/corr2410.html#abs-2410-18894 streams/journals/corr

Delong Zhu 0002 Yuezun Li Baoyuan Wu Jiaran Zhou Zhibo Wang 0001 Siwei Lyu Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection. 2024 abs/2412.01101 CoRR https://doi.org/10.48550/arXiv.2412.01101 db/journals/corr/corr2412.html#abs-2412-01101 streams/journals/corr

Zihao Zhu 0001 Hongbao Zhang Guanzong Wu Siwei Lyu Baoyuan Wu HMGIE: Hierarchical and Multi-Grained Inconsistency Evaluation for Vision-Language Data Cleansing. 2024 abs/2412.05685 CoRR https://doi.org/10.48550/arXiv.2412.05685 db/journals/corr/corr2412.html#abs-2412-05685 streams/journals/corr

Hao Chen Hui Guo Baochen Hu Shu Hu 0001 Jinrong Hu Siwei Lyu Xi Wu 0004 Xin Wang A Self-Learning Multimodal Approach for Fake News Detection. 2024 abs/2412.05843 CoRR https://doi.org/10.48550/arXiv.2412.05843 db/journals/corr/corr2412.html#abs-2412-05843 streams/journals/corr

Jing Hu 0009 Zhikun Shuai Xin Wang 0045 Shu Hu 0001 Shanhui Sun Siwei Lyu Xi Wu 0004 Attention Guided Policy Optimization for 3D Medical Image Registration. 65546-65558 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3264476 db/journals/access/access11.html#HuSWHSLW23

Shu Hu 0001 Xin Wang 0045 Siwei Lyu Rank-Based Decomposable Losses in Machine Learning: A Survey. 13599-13620 2023 November 45 IEEE Trans. Pattern Anal. Mach. Intell. 11 https://doi.org/10.1109/TPAMI.2023.3296062 db/journals/pami/pami45.html#HuWL23

Feng Ding 0007 Zhangyi Shen Guopu Zhu Sam Kwong Yicong Zhou Siwei Lyu ExS-GAN: Synthesizing Anti-Forensics Images via Extra Supervised GAN. 7162-7173 2023 November 53 IEEE Trans. Cybern. 11 https://doi.org/10.1109/TCYB.2022.3210294 db/journals/tcyb/tcyb53.html#DingSZKZL23

Ao Luo Fan Yang 0054 Xin Li 0079 Yuezun Li Zhicheng Jiao Hong Cheng 0002 Siwei Lyu Robust Scene Parsing by Mining Supportive Knowledge From Dataset. 2633-2646 2023 May 34 IEEE Trans. Neural Networks Learn. Syst. 5 https://doi.org/10.1109/TNNLS.2021.3107194 db/journals/tnn/tnn34.html#LuoYLLJCL23

Shu Hu 0001 Zhenhuan Yang Xin Wang 0045 Yiming Ying Siwei Lyu Outlier Robust Adversarial Training. 454-469 2023 ACML https://proceedings.mlr.press/v222/hu24a.html conf/acml/2023 db/conf/acml/acml2023.html#HuYWYL23 Shan Jia Mingzhen Huang Zhou Zhou 0009 Yan Ju Jialing Cai Siwei Lyu AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics. 893-903 2023 CVPR Workshops https://doi.org/10.1109/CVPRW59228.2023.00096 conf/cvpr/2023w db/conf/cvpr/cvprw2023.html#JiaHZJCL23 Chengzhe Sun 0001 Shan Jia Shuwei Hou Siwei Lyu AI-Synthesized Voice Detection Using Neural Vocoder Artifacts. 904-912 2023 CVPR Workshops https://doi.org/10.1109/CVPRW59228.2023.00097 conf/cvpr/2023w db/conf/cvpr/cvprw2023.html#SunJHL23 Hao Chen Peng Zheng Xin Wang 0045 Shu Hu 0001 Bin Zhu 0008 Jinrong Hu Xi Wu 0004 Siwei Lyu Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation. 923-932 2023 CVPR Workshops https://doi.org/10.1109/CVPRW59228.2023.00099 conf/cvpr/2023w db/conf/cvpr/cvprw2023.html#ChenZWHZHWL23 Mingzhen Huang Xiaoxing Li Jun Hu Honghong Peng Siwei Lyu Tracking Multiple Deformable Objects in Egocentric Videos. 1461-1471 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00147 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#HuangLHPL23 Yawei Li 0001 Yulun Zhang 0001 Radu Timofte Luc Van Gool Lei Yu Youwei Li Xinpeng Li 0002 Ting Jiang Qi Wu 0017 Mingyan Han Wenjie Lin Chengzhi Jiang Jinting Luo Haoqiang Fan Shuaicheng Liu Yucong Wang Minjie Cai Mingxi Li Yuhang Zhang Xianjun Fan Yankai Sheng Yanyu Mao Nihao Zhang Qian Wang Mingjun Zheng Long Sun Jinshan Pan Jiangxin Dong Jinhui Tang 0001 Zhongbao Yang Yan Wang Erlin Pan Qixuan Cai Xinan Dai Magauiya Zhussip Nikolay Kalyazin Dmitry Vyal Xueyi Zou Youliang Yan Heaseo Chung Jin Zhang 0044 Gaocheng Yu Feng Zhang Hongbin Wang 0006 Bohao Liao Zhibo Du Yu-Liang Wu Gege Shi Long Peng 0003 Yang Wang Yang Cao 0010 Zhengjun Zha Zhi-Kai Huang Yi-Chung Chen Yuan-Chun Chiang Hao-Hsiang Yang Wei-Ting Chen Hua-En Chang I-Hsiang Chen Chia-Hsuan Hsieh Sy-Yen Kuo Xin Liu Jiahao Pan Hongyuan Yu Weichen Yu Lin Ge Jiahua Dong Yajun Zou Zhuoyuan Wu Binnan Han Xiaolin Zhang Heng Zhang 0042 Xuanwu Yin Kunlong Zuo Weijian Deng Hongjie Yuan Zengtong Lu Mingyu Ouyang Wenzhuo Ma Nian Liu Hanyou Zheng Yuantong Zhang Junxi Zhang Zhenzhong Chen Garas Gendy Nabil Sabor Jingchao Hou Guanghui He Yurui Zhu Xi Wang Xueyang Fu Zheng-Jun Zha Daheng Yin Mengyang Liu Baijun Chen Ao Li 0007 Lei Luo 0003 Kangjun Jin Ce Zhu Xiaoming Zhang 0008 Chengxing Xie Linze Li 0001 Haiteng Meng Tianlin Zhang Tianrui Li 0001 Xiaole Zhao Zhao Zhang 0001 Baiang Li Huan Zheng Suiyi Zhao Yangcheng Gao Jiahuan Ren Kang Hu Jingpeng Shi Zhijian Wu Dingjiang Huang Jinchen Zhu Hui Li Qianru Xv Tianle Liu Gang Wu 0010 Junpeng Jiang Xianming Liu 0005 Junjun Jiang Mingjian Zhang Shizhuang Weng Jing Hu 0009 Chengxu Wu Qinrui Fan Chengming Feng Ziwei Luo 0002 Shu Hu 0001 Siwei Lyu Xi Wu 0004 Xin Wang 0001 NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results. 1922-1960 2023 CVPR Workshops https://doi.org/10.1109/CVPRW59228.2023.00189 https://www.wikidata.org/entity/Q130927532 conf/cvpr/2023w db/conf/cvpr/cvprw2023.html#LiZTGYLLJWHLJLFLWCLZFSMZWZSPDTYWPCDZKV23 Xin Wang 0045 Hui Guo Shu Hu 0001 Ming-Ching Chang Siwei Lyu GAN-Generated Faces Detection: A Survey and New Perspectives. 2533-2542 2023 ECAI https://doi.org/10.3233/FAIA230558 conf/ecai/2023 db/conf/ecai/ecai2023.html#0045GHCL23 Hui Guo Xin Wang 0045 Siwei Lyu Detection of Real-Time Deepfakes in Video Conferencing with Active Probing and Corneal Reflection. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10094720 conf/icassp/2023 db/conf/icassp/icassp2023.html#GuoWL23 Yuezun Li Jiaran Zhou Siwei Lyu Face Poison: Obstructing DeepFakes by Disrupting Face Detection. 1223-1228 2023 ICME https://doi.org/10.1109/ICME55011.2023.00213 conf/icmcs/2023 db/conf/icmcs/icme2023.html#LiZL23 Jiucui Lu Yuezun Li Jiaran Zhou Bin Li 0011 Siwei Lyu Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces. 2309-2314 2023 ICME https://doi.org/10.1109/ICME55011.2023.00394 conf/icmcs/2023 db/conf/icmcs/icme2023.html#LuLZLL23 Chengming Feng Jing Hu 0009 Xin Wang 0045 Shu Hu 0001 Bin Zhu 0008 Xi Wu 0004 Hongtu Zhu Siwei Lyu Controlling Neural Style Transfer with Deep Reinforcement Learning. 100-108 2023 IJCAI https://doi.org/10.24963/ijcai.2023/12 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#FengHWHZ0ZL23 Yanfei Xiang Xin Wang 0045 Shu Hu 0001 Bin Zhu 0008 Xiaomeng Huang Xi Wu 0004 Siwei Lyu RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. 1207-1214 2023 IROS https://doi.org/10.1109/IROS55552.2023.10342479 db/conf/iros/iros2023.html#XiangWHZH0L23 Yuanhao Zhai 0001 Mingzhen Huang Tianyu Luan Lu Dong 0004 Ifeoma Nwogu Siwei Lyu David S. Doermann Junsong Yuan 0001 Language-guided Human Motion Synthesis with Atomic Actions. 5262-5271 2023 ACM Multimedia https://doi.org/10.1145/3581783.3612289 https://www.wikidata.org/entity/Q130861268 conf/mm/2023 db/conf/mm/mm2023.html#0001HLDNLDY23 Zhiyuan Yan 0002 Yong Zhang 0034 Xinhang Yuan Siwei Lyu Baoyuan Wu DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/0e735e4b4f07de483cbe250130992726-Abstract-Datasets_and_Benchmarks.html conf/nips/2023 db/conf/nips/neurips2023.html#00020YLW23

Yunxu Xie Shu Hu 0001 Xin Wang 0045 Quanyu Liao Bin Zhu 0008 Xi Wu 0004 Siwei Lyu Attacking Important Pixels for Anchor-free Detectors. 2023 abs/2301.11457 CoRR https://doi.org/10.48550/arXiv.2301.11457 db/journals/corr/corr2301.html#abs-2301-11457

Chengzhe Sun 0001 Shan Jia Shuwei Hou Ehab AlBadawy Siwei Lyu Exposing AI-Synthesized Human Voices Using Neural Vocoder Artifacts. 2023 abs/2302.09198 CoRR https://doi.org/10.48550/arXiv.2302.09198 db/journals/corr/corr2302.html#abs-2302-09198

Baoyuan Wu Li Liu 0036 Zihao Zhu 0001 Qingshan Liu 0001 Zhaofeng He 0001 Siwei Lyu Adversarial Machine Learning: A Systematic Survey of Backdoor Attack, Weight Attack and Adversarial Example. 2023 abs/2302.09457 CoRR https://doi.org/10.48550/arXiv.2302.09457 db/journals/corr/corr2302.html#abs-2302-09457

Shan Jia Mingzhen Huang Zhou Zhou 0009 Yan Ju Jialing Cai Siwei Lyu AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics. 2023 abs/2304.06870 CoRR https://doi.org/10.48550/arXiv.2304.06870 db/journals/corr/corr2304.html#abs-2304-06870

Hao Chen Peng Zheng Xin Wang 0045 Shu Hu 0001 Bin Zhu 0008 Jinrong Hu Xi Wu 0004 Siwei Lyu Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation. 2023 abs/2304.10249 CoRR https://doi.org/10.48550/arXiv.2304.10249 db/journals/corr/corr2304.html#abs-2304-10249

Chengzhe Sun 0001 Shan Jia Shuwei Hou Siwei Lyu AI-Synthesized Voice Detection Using Neural Vocoder Artifacts. 2023 abs/2304.13085 CoRR https://doi.org/10.48550/arXiv.2304.13085 db/journals/corr/corr2304.html#abs-2304-13085

Yan Ju Shu Hu 0001 Shan Jia George H. Chen Siwei Lyu Improving Fairness in Deepfake Detection. 2023 abs/2306.16635 CoRR https://doi.org/10.48550/arXiv.2306.16635 db/journals/corr/corr2306.html#abs-2306-16635

Zhiyuan Yan 0002 Yong Zhang 0034 Xinhang Yuan Siwei Lyu Baoyuan Wu DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection. 2023 abs/2307.01426 CoRR https://doi.org/10.48550/arXiv.2307.01426 db/journals/corr/corr2307.html#abs-2307-01426

Pu Sun 0001 Honggang Qi Yuezun Li Siwei Lyu FakeTracer: Proactively Defending Against Face-swap DeepFakes via Implanting Traces in Training. 2023 abs/2307.14593 CoRR https://doi.org/10.48550/arXiv.2307.14593 db/journals/corr/corr2307.html#abs-2307-14593

Jiucui Lu Yuezun Li Jiaran Zhou Bin Li 0011 Junyu Dong Siwei Lyu ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces. 2023 abs/2308.00964 CoRR https://doi.org/10.48550/arXiv.2308.00964 db/journals/corr/corr2308.html#abs-2308-00964

Cong Zhang Honggang Qi Yuezun Li Siwei Lyu Contrastive Multi-FaceForensics: An End-to-end Bi-grained Contrastive Learning Approach for Multi-face Forgery Detection. 2023 abs/2308.01520 CoRR https://doi.org/10.48550/arXiv.2308.01520 db/journals/corr/corr2308.html#abs-2308-01520

Yuanhao Zhai 0001 Mingzhen Huang Tianyu Luan Lu Dong 0004 Ifeoma Nwogu Siwei Lyu David S. Doermann Junsong Yuan 0001 Language-guided Human Motion Synthesis with Atomic Actions. 2023 abs/2308.09611 CoRR https://doi.org/10.48550/arXiv.2308.09611 db/journals/corr/corr2308.html#abs-2308-09611

Shu Hu 0001 Zhenhuan Yang Xin Wang 0045 Yiming Ying Siwei Lyu Outlier Robust Adversarial Training. 2023 abs/2309.05145 CoRR https://doi.org/10.48550/arXiv.2309.05145 db/journals/corr/corr2309.html#abs-2309-05145

Xin Wang 0045 Ziwei Luo 0002 Jing Hu 0009 Chengming Feng Shu Hu 0001 Bin Zhu 0008 Xi Wu 0004 Siwei Lyu Deep Reinforcement Learning for Image-to-Image Translation. 2023 abs/2309.13672 CoRR https://doi.org/10.48550/arXiv.2309.13672 db/journals/corr/corr2309.html#abs-2309-13672

Shanmin Yang Shu Hu 0001 Bin Zhu 0008 Ying Fu 0003 Siwei Lyu Xi Wu 0004 Xin Wang 0045 Improving Cross-dataset Deepfake Detection with Deep Information Decomposition. 2023 abs/2310.00359 CoRR https://doi.org/10.48550/arXiv.2310.00359 db/journals/corr/corr2310.html#abs-2310-00359

Chengming Feng Jing Hu 0009 Xin Wang 0045 Shu Hu 0001 Bin Zhu 0008 Xi Wu 0004 Hongtu Zhu Siwei Lyu Controlling Neural Style Transfer with Deep Reinforcement Learning. 2023 abs/2310.00405 CoRR https://doi.org/10.48550/arXiv.2310.00405 db/journals/corr/corr2310.html#abs-2310-00405

Sneha Muppalla Shan Jia Siwei Lyu Integrating Audio-Visual Features for Multimodal Deepfake Detection. 2023 abs/2310.03827 CoRR https://doi.org/10.48550/arXiv.2310.03827 db/journals/corr/corr2310.html#abs-2310-03827

Shuai Li 0015 Siwei Lyu Jeff Trinkle Efficient State Estimation with Constrained Rao-Blackwellized Particle Filter. 2023 abs/2310.04637 CoRR https://doi.org/10.48550/arXiv.2310.04637 db/journals/corr/corr2310.html#abs-2310-04637

Jing Hu 0009 Qinrui Fan Shu Hu 0001 Siwei Lyu Xi Wu 0004 Xin Wang 0045 UMedNeRF: Uncertainty-aware Single View Volumetric Rendering for Medical Neural Radiance Fields. 2023 abs/2311.05836 CoRR https://doi.org/10.48550/arXiv.2311.05836 db/journals/corr/corr2311.html#abs-2311-05836

Zhiyuan Yan 0002 Yuhao Luo 0002 Siwei Lyu Qingshan Liu 0001 Baoyuan Wu Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection. 2023 abs/2311.11278 CoRR https://doi.org/10.48550/arXiv.2311.11278 db/journals/corr/corr2311.html#abs-2311-11278

Hui Guo Shu Hu 0001 Xin Wang 0045 Ming-Ching Chang Siwei Lyu Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces. 32574-32583 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3157297 db/journals/access/access10.html#GuoHWCL22

Wenbo Li 0001 Yi Wei 0006 Siwei Lyu Ming-Ching Chang Simultaneous multi-person tracking and activity recognition based on cohesive cluster search. 103301 2022 214 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2021.103301 db/journals/cviu/cviu214.html#LiWLC22

Shu Hu 0001 Yiming Ying Xin Wang 0045 Siwei Lyu Sum of Ranked Range Loss for Supervised Learning. 112:1-112:44 2022 23 J. Mach. Learn. Res. https://jmlr.org/papers/v23/21-0622.html db/journals/jmlr/jmlr23.html#HuY0L22

Siwei Lyu Yanbo Fan Yiming Ying Bao-Gang Hu Average Top-k Aggregate Loss for Supervised Learning. 76-86 2022 44 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2020.3005393 https://www.wikidata.org/entity/Q98200653 db/journals/pami/pami44.html#LyuFYH22

Xian Zhang 0008 Xin Wang 0045 Canghong Shi Zhe Yan Xiaojie Li 0001 Bin Kong 0001 Siwei Lyu Bin Zhu 0008 Jiancheng Lv 0001 Youbing Yin Qi Song 0001 Xi Wu 0004 Imran Mumtaz DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting. 108415 2022 124 Pattern Recognit. https://doi.org/10.1016/j.patcog.2021.108415 db/journals/pr/pr124.html#ZhangWSYLKLZLYS22

Wenbo Pu Jing Hu 0009 Xin Wang 0045 Yuezun Li Shu Hu 0001 Bin Zhu 0008 Rui Song 0006 Qi Song 0001 Xi Wu 0004 Siwei Lyu Learning a deep dual-level network for robust DeepFake detection. 108832 2022 130 Pattern Recognit. https://doi.org/10.1016/j.patcog.2022.108832 https://www.wikidata.org/entity/Q114901149 db/journals/pr/pr130.html#PuHWLHZSSWL22

Pu Sun 0001 Yuezun Li Honggang Qi Siwei Lyu LandmarkGAN: Synthesizing faces from landmarks. 90-98 2022 161 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2022.07.004 db/journals/prl/prl161.html#SunLQL22

Bo Peng 0002 Hongxing Fan Wei Wang 0025 Jing Dong 0003 Siwei Lyu A Unified Framework for High Fidelity Face Swap and Expression Reenactment. 3673-3684 2022 32 IEEE Trans. Circuits Syst. Video Technol. 6 https://doi.org/10.1109/TCSVT.2021.3106047 db/journals/tcsv/tcsv32.html#PengFWDL22

Lipeng Ke Ming-Ching Chang Honggang Qi Siwei Lyu DetPoseNet: Improving Multi-Person Pose Estimation via Coarse-Pose Filtering. 2782-2795 2022 31 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2022.3161081 db/journals/tip/tip31.html#KeCQL22

Feng Ding 0007 Guopu Zhu Yingcan Li Xinpeng Zhang 0001 Pradeep K. Atrey Siwei Lyu Anti-Forensics for Face Swapping Videos via Adversarial Training. 3429-3441 2022 24 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2021.3098422 db/journals/tmm/tmm24.html#DingZLZAL22

Lipeng Ke Kuan-Chuan Peng Siwei Lyu Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition. 1131-1139 2022 AAAI https://doi.org/10.1609/aaai.v36i1.19998 conf/aaai/2022 db/conf/aaai/aaai2022.html#KePL22 Ziwei Luo 0002 Jing Hu 0009 Xin Wang 0045 Shu Hu 0001 Bin Kong 0001 Youbing Yin Qi Song 0001 Xi Wu 0004 Siwei Lyu Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. 1917-1925 2022 AAAI https://doi.org/10.1609/aaai.v36i2.20086 conf/aaai/2022 db/conf/aaai/aaai2022.html#LuoH0HKYS0L22 Shu Hu 0001 Chun-Hao Liu Jayanta Dutta Ming-Ching Chang Siwei Lyu Naveen Ramakrishnan PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems. 4389-4397 2022 CVPR Workshops https://doi.org/10.1109/CVPRW56347.2022.00485 conf/cvpr/2022w db/conf/cvpr/cvpr2022w.html#HuLDCLR22 Luchuan Song Zheng Fang Xiaodan Li Xiaoyi Dong Zhenchao Jin Yuefeng Chen Siwei Lyu Adaptive Face Forgery Detection in Cross Domain. 467-484 2022 ECCV (34) https://doi.org/10.1007/978-3-031-19830-4_27 conf/eccv/2022-34 db/conf/eccv/eccv2022-34.html#SongFLDJCL22 Ehab A. AlBadawy Andrew Gibiansky Qing He Jilong Wu Ming-Ching Chang Siwei Lyu Vocbench: A Neural Vocoder Benchmark for Speech Synthesis. 881-885 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9746698 conf/icassp/2022 db/conf/icassp/icassp2022.html#AlBadawyGHWCL22 Hui Guo Shu Hu 0001 Xin Wang 0045 Ming-Ching Chang Siwei Lyu Eyes Tell All: Irregular Pupil Shapes Reveal GAN-Generated Faces. 2904-2908 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9746597 conf/icassp/2022 db/conf/icassp/icassp2022.html#GuoHWCL22 Mingzhen Huang Shan Jia Ming-Ching Chang Siwei Lyu Text-Image De-Contextualization Detection Using Vision-Language Models. 8967-8971 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9746193 conf/icassp/2022 db/conf/icassp/icassp2022.html#HuangJCL22 Bo Peng 0002 Wei Xiang Yue Jiang Wei Wang 0025 Jing Dong 0003 Zhenan Sun Zhen Lei 0001 Siwei Lyu DFGC 2022: The Second DeepFake Game Competition. 1-10 2022 IJCB https://doi.org/10.1109/IJCB54206.2022.10007991 conf/icb/2022 db/conf/icb/ijcb2022.html#PengXJWDSLL22 Pu Sun 0001 Yuezun Li Honggang Qi Siwei Lyu Faketracer: Exposing Deepfakes with Training Data Contamination. 1161-1165 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9897756 conf/icip/2022 db/conf/icip/icip2022.html#SunLQL22 Shan Jia Xin Li 0005 Siwei Lyu Model Attribution of Face-Swap Deepfake Videos. 2356-2360 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9897972 conf/icip/2022 db/conf/icip/icip2022.html#JiaLL22 Syeda Nyma Ferdous Xin Li 0005 Siwei Lyu Uncertainty Aware Multitask Pyramid Vision Transformer for UAV-Based Object Re-Identification. 2381-2385 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9898013 conf/icip/2022 db/conf/icip/icip2022.html#FerdousLL22 Yan Ju Shan Jia Lipeng Ke Hongfei Xue Koki Nagano Siwei Lyu Fusing Global and Local Features for Generalized AI-Synthesized Image Detection. 3465-3469 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9897820 conf/icip/2022 db/conf/icip/icip2022.html#JuJKXNL22 Dizhong Lin Ying Fu 0003 Xin Wang 0045 Shu Hu 0001 Bin Zhu 0008 Qi Song 0001 Xi Wu 0004 Siwei Lyu Contrastive Class-Specific Encoding for Few-Shot Object Detection. 1-6 2022 ICME https://doi.org/10.1109/ICME52920.2022.9859860 conf/icmcs/2022 db/conf/icmcs/icme2022.html#LinFWHZS0L22 Hui Guo Shu Hu 0001 Xin Wang 0045 Ming-Ching Chang Siwei Lyu Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces. 224-227 2022 MIPR https://doi.org/10.1109/MIPR54900.2022.00047 conf/mipr/2022 db/conf/mipr/mipr2022.html#GuoHWCL22 Bo Peng 0002 Siwei Lyu Wei Wang 0025 Jing Dong 0003 Counterfactual Image Enhancement for Explanation of Face Swap Deepfakes. 492-508 2022 PRCV (2) https://doi.org/10.1007/978-3-031-18910-4_40 conf/prcv/2022-2 db/conf/prcv/prcv2022-2.html#PengLWD22 Zhenhuan Yang Shu Hu 0001 Yunwen Lei Kush R. Varshney Siwei Lyu Yiming Ying Differentially private SGDA for minimax problems. 2192-2202 2022 UAI https://proceedings.mlr.press/v180/yang22a.html conf/uai/2022 db/conf/uai/uai2022.html#YangHLVLY22 Yuezun Li Pu Sun 0001 Honggang Qi Siwei Lyu Toward the Creation and Obstruction of DeepFakes. 71-96 2022 Handbook of Digital Face Manipulation and Detection https://doi.org/10.1007/978-3-030-87664-7_4 books/sp/22/RTVB2022 db/books/collections/RTVB2022.html#LiSQL22 Ruben Tolosana Christian Rathgeb Rubén Vera-Rodríguez Christoph Busch 0001 Luisa Verdoliva Siwei Lyu Huy H. Nguyen Junichi Yamagishi Isao Echizen Peter Rot Klemen Grm Vitomir Struc Antitza Dantcheva Zahid Akhtar Sergio Romero-Tapiador Julian Fiérrez Aythami Morales Javier Ortega-Garcia Els Kindt Catherine Jasserand Tarmo Kalvet Marek Tiits Future Trends in Digital Face Manipulation and Detection. 463-482 2022 Handbook of Digital Face Manipulation and Detection https://doi.org/10.1007/978-3-030-87664-7_21 books/sp/22/RTVB2022 db/books/collections/RTVB2022.html#TolosanaRV0VLNYERGSDARFMOKJKT22

Zhenhuan Yang Shu Hu 0001 Yunwen Lei Kush R. Varshney Siwei Lyu Yiming Ying Differentially Private SGDA for Minimax Problems. 2022 abs/2201.09046 CoRR https://arxiv.org/abs/2201.09046 db/journals/corr/corr2201.html#abs-2201-09046

Lipeng Ke Kuan-Chuan Peng Siwei Lyu Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition. 2022 abs/2202.02314 CoRR https://arxiv.org/abs/2202.02314 db/journals/corr/corr2202.html#abs-2202-02314

Xin Wang 0045 Hui Guo Shu Hu 0001 Ming-Ching Chang Siwei Lyu GAN-generated Faces Detection: A Survey and New Perspectives. 2022 abs/2202.07145 CoRR https://arxiv.org/abs/2202.07145 db/journals/corr/corr2202.html#abs-2202-07145

Shan Jia Xin Li 0005 Siwei Lyu Model Attribution of Face-swap Deepfake Videos. 2022 abs/2202.12951 CoRR https://arxiv.org/abs/2202.12951 db/journals/corr/corr2202.html#abs-2202-12951

Shu Hu 0001 Chun-Hao Liu Jayanta Dutta Ming-Ching Chang Siwei Lyu Naveen Ramakrishnan PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems. 2022 abs/2203.05983 CoRR https://doi.org/10.48550/arXiv.2203.05983 db/journals/corr/corr2203.html#abs-2203-05983

Yan Ju Shan Jia Lipeng Ke Hongfei Xue Koki Nagano Siwei Lyu Fusing Global and Local Features for Generalized AI-Synthesized Image Detection. 2022 abs/2203.13964 CoRR https://doi.org/10.48550/arXiv.2203.13964 db/journals/corr/corr2203.html#abs-2203-13964

Hui Guo Shu Hu 0001 Xin Wang 0045 Ming-Ching Chang Siwei Lyu Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces. 2022 abs/2205.06680 CoRR https://doi.org/10.48550/arXiv.2205.06680 db/journals/corr/corr2205.html#abs-2205-06680

Bo Peng 0002 Wei Xiang Yue Jiang Wei Wang 0025 Jing Dong 0003 Zhenan Sun Zhen Lei 0001 Siwei Lyu DFGC 2022: The Second DeepFake Game Competition. 2022 abs/2206.15138 CoRR https://doi.org/10.48550/arXiv.2206.15138 db/journals/corr/corr2206.html#abs-2206-15138

Shu Hu 0001 Xin Wang 0045 Siwei Lyu Rank-based Decomposable Losses in Machine Learning: A Survey. 2022 abs/2207.08768 CoRR https://doi.org/10.48550/arXiv.2207.08768 db/journals/corr/corr2207.html#abs-2207-08768

Syeda Nyma Ferdous Xin Li 0005 Siwei Lyu Uncertainty Aware Multitask Pyramid Vision Transformer For UAV-Based Object Re-Identification. 2022 abs/2209.08686 CoRR https://doi.org/10.48550/arXiv.2209.08686 db/journals/corr/corr2209.html#abs-2209-08686

Yanfei Xiang Xin Wang 0045 Shu Hu 0001 Bin Zhu 0008 Xiaomeng Huang Xi Wu 0004 Siwei Lyu RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. 2022 abs/2210.11262 CoRR https://doi.org/10.48550/arXiv.2210.11262 db/journals/corr/corr2210.html#abs-2210-11262

Hui Guo Xin Wang 0045 Siwei Lyu Detection of Real-time DeepFakes in Video Conferencing with Active Probing and Corneal Reflection. 2022 abs/2210.14153 CoRR https://doi.org/10.48550/arXiv.2210.14153 db/journals/corr/corr2210.html#abs-2210-14153

Na Zhang Shan Jia Siwei Lyu Xin Li 0005 Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting. 2022 abs/2210.15510 CoRR https://doi.org/10.48550/arXiv.2210.15510 db/journals/corr/corr2210.html#abs-2210-15510

Yan Ju Shan Jia Jialing Cai Haiying Guan Siwei Lyu GLFF: Global and Local Feature Fusion for Face Forgery Detection. 2022 abs/2211.08615 CoRR https://doi.org/10.48550/arXiv.2211.08615 db/journals/corr/corr2211.html#abs-2211-08615

Yuezun Li Ming-Ching Chang Pu Sun 0001 Honggang Qi Junyu Dong Siwei Lyu TransRPN: Towards the Transferable Adversarial Perturbations using Region Proposal Networks and Beyond. 103302 2021 213 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2021.103302 db/journals/cviu/cviu213.html#LiCSQDL21

Jing Hu 0009 Ziwei Luo 0002 Xin Wang 0045 Shanhui Sun Youbing Yin Kunlin Cao Qi Song 0001 Siwei Lyu Xi Wu 0004 End-to-end multimodal image registration via reinforcement learning. 101878 2021 68 Medical Image Anal. https://doi.org/10.1016/j.media.2020.101878 https://www.wikidata.org/entity/Q102072240 db/journals/mia/mia68.html#HuLWSYCSLW21

Ming-Ching Chang Lipeng Ke Honggang Qi Longyin Wen Siwei Lyu Fast Online Video Pose Estimation by Dynamic Bayesian Modeling of Mode Transitions. 2-15 2021 51 IEEE Trans. Cybern. 1 https://doi.org/10.1109/TCYB.2018.2884216 https://www.wikidata.org/entity/Q92275545 db/journals/tcyb/tcyb51.html#ChangKQWL21

Zhenhuan Yang Yunwen Lei Siwei Lyu Yiming Ying Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss. 2026-2034 2021 AISTATS http://proceedings.mlr.press/v130/yang21c.html conf/aistats/2021 db/conf/aistats/aistats2021.html#YangLLY21 Shou-Fang Wu Ming-Ching Chang Siwei Lyu Cheng-Shih Wong Abhineet Kumar Pandey Po-Chi Su FlagDetSeg: Multi-Nation Flag Detection and Segmentation in the Wild. 1-8 2021 AVSS https://doi.org/10.1109/AVSS52988.2021.9663833 conf/avss/2021 db/conf/avss/avss2021.html#WuCLWPS21 Guangliang Zhao Abhineet Kumar Pandey Ming-Ching Chang Siwei Lyu A Video Analytic System for Rail Crossing Point Protection. 1-8 2021 AVSS https://doi.org/10.1109/AVSS52988.2021.9663781 conf/avss/2021 db/conf/avss/avss2021.html#ZhaoPCL21 Yao-Hui Huang Jun-Wei Hsieh Ming-Ching Chang Lipeng Ke Siwei Lyu Arpita Samanta Santra Multi-Teacher Single-Student Visual Transformer with Multi-Level Attention for Face Spoofing Detection. 125 2021 BMVC https://www.bmvc2021-virtualconference.com/assets/papers/0113.pdf conf/bmvc/2021 db/conf/bmvc/bmvc2021.html#HuangHCKLS21 Bor-Shiun Wang Jun-Wei Hsieh Ping-Yang Chen Ming-Ching Chang Lipeng Ke Siwei Lyu Learnable Discrete Wavelet Pooling (LDW-Pooling) for Convolutional Networks. 200 2021 BMVC https://www.bmvc2021-virtualconference.com/assets/papers/1204.pdf conf/bmvc/2021 db/conf/bmvc/bmvc2021.html#WangHCCKL21 Longyin Wen Dawei Du Pengfei Zhu 0001 Qinghua Hu Qilong Wang 0001 Liefeng Bo Siwei Lyu Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark. 7812-7821 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Wen_Detection_Tracking_and_Counting_Meets_Drones_in_Crowds_A_Benchmark_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00772 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#WenDZHWBL21 Shu Hu 0001 Yuezun Li Siwei Lyu Exposing GAN-Generated Faces Using Inconsistent Corneal Specular Highlights. 2500-2504 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9414582 conf/icassp/2021 db/conf/icassp/icassp2021.html#HuLL21 Bo Peng 0002 Hongxing Fan Wei Wang 0025 Jing Dong 0003 Yuezun Li Siwei Lyu Qi Li 0005 Zhenan Sun Han Chen Baoying Chen Yanjie Hu Shenghai Luo Junrui Huang Yutong Yao Boyuan Liu Hefei Ling Guosheng Zhang Zhiliang Xu Changtao Miao Changlei Lu Shan He Xiaoyan Wu Wanyi Zhuang DFGC 2021: A DeepFake Game Competition. 1-8 2021 IJCB https://doi.org/10.1109/IJCB52358.2021.9484387 conf/icb/2021 db/conf/icb/ijcb2021.html#PengFWDLLLSCCHL21 Caiyong Wang Yunlong Wang 0003 Kunbo Zhang Jawad Muhammad Tianhao Lu Qi Zhang 0015 Qichuan Tian Zhaofeng He 0001 Zhenan Sun Yiwen Zhang Tianbao Liu Wei Yang 0006 Dongliang Wu Yingfeng Liu Ruiye Zhou Huihai Wu Hao Zhang Junbao Wang Jiayi Wang Wantong Xiong Xueyu Shi Shao Zeng Peihua Li Haodong Sun Jing Wang Jiale Zhang Qi Wang Huijie Wu Xinhui Zhang Haiqing Li Yu Chen Liang Chen Menghan Zhang Ye Sun Zhiyong Zhou Fadi Boutros Naser Damer Arjan Kuijper Juan E. Tapia Andres Valenzuela Christoph Busch 0001 Gourav Gupta Kiran B. Raja Xi Wu 0004 Xiaojie Li 0001 Jingfu Yang Hongyan Jing Xin Wang 0045 Bin Kong 0001 Youbing Yin Qi Song 0001 Siwei Lyu Shu Hu 0001 Leon Premk Matej Vitek Vitomir Struc Peter Peer Jalil Nourmohammadi-Khiarak Farhang Jaryani Samaneh Salehi Nasab Seyed Naeim Moafinejad Yasin Amini Morteza Noshad NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization. 1-10 2021 IJCB https://doi.org/10.1109/IJCB52358.2021.9484336 conf/icb/2021 db/conf/icb/ijcb2021.html#WangWZMLZTHSZLY21 Shu Hu 0001 Lipeng Ke Xin Wang 0045 Siwei Lyu TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning. 7629-7637 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00755 conf/iccv/2021 db/conf/iccv/iccv2021.html#HuK0L21 Yuezun Li Yiming Li 0004 Baoyuan Wu Longkang Li Ran He 0001 Siwei Lyu Invisible Backdoor Attack with Sample-Specific Triggers. 16443-16452 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.01615 conf/iccv/2021 db/conf/iccv/iccv2021.html#LiLWLHL21 Yingbin Zhou Anwei Luo Xiangui Kang Siwei Lyu Face Forgery Detection Based On Segmentation Network. 3597-3601 2021 ICIP https://doi.org/10.1109/ICIP42928.2021.9506371 conf/icip/2021 db/conf/icip/icip2021.html#ZhouLKL21 Quanyu Liao Yuezun Li Xin Wang 0045 Bin Kong 0001 Bin Zhu 0008 Siwei Lyu Youbing Yin Qi Song 0001 Xi Wu 0004 Imperceptible Adversarial Examples For Fake Image Detection. 3912-3916 2021 ICIP https://doi.org/10.1109/ICIP42928.2021.9506775 conf/icip/2021 db/conf/icip/icip2021.html#LiaoLWKZLYSW21 Quanyu Liao Xin Wang 0045 Bin Kong 0001 Siwei Lyu Bin Zhu 0008 Youbing Yin Qi Song 0001 Xi Wu 0004 Transferable Adversarial Examples for Anchor Free Object Detection. 1-6 2021 ICME https://doi.org/10.1109/ICME51207.2021.9428301 conf/icmcs/2021 db/conf/icmcs/icme2021.html#LiaoWKLZYSW21 Ziwei Luo 0002 Jing Hu 0009 Xin Wang 0045 Siwei Lyu Bin Kong 0001 Youbing Yin Qi Song 0001 Xi Wu 0004 Stochastic Actor-Executor-Critic for Image-to-Image Translation. 2775-2781 2021 IJCAI https://doi.org/10.24963/ijcai.2021/382 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#LuoHWLKYSW21 Ian Pradhan Siwei Lyu Understanding Linear Style Transfer Auto-Encoders. 1-5 2021 MLSP https://doi.org/10.1109/MLSP52302.2021.9596412 conf/mlsp/2021 db/conf/mlsp/mlsp2021.html#PradhanL21 Siwei Lyu Fighting AI-synthesized Fake Media. 1-2 2021 ADGD @ ACM Multimedia https://doi.org/10.1145/3476099.3482881 conf/mm/2021adgd db/conf/mm/adgd2021.html#Lyu21 Yuezun Li Cong Zhang Pu Sun 0001 Lipeng Ke Yan Ju Honggang Qi Siwei Lyu DeepFake-o-meter: An Open Platform for DeepFake Detection. 277-281 2021 SP (Workshops) https://doi.org/10.1109/SPW53761.2021.00047 conf/sp/2021w db/conf/sp/sp2021w.html#LiZSKJQL21

Pu Sun 0001 Yuezun Li Honggang Qi Siwei Lyu Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction. 2021 abs/2102.00798 CoRR https://arxiv.org/abs/2102.00798 db/journals/corr/corr2102.html#abs-2102-00798

Yuezun Li Cong Zhang Pu Sun 0001 Honggang Qi Siwei Lyu DeepFake-o-meter: An Open Platform for DeepFake Detection. 2021 abs/2103.02018 CoRR https://arxiv.org/abs/2103.02018 db/journals/corr/corr2103.html#abs-2103-02018

Longyin Wen Dawei Du Pengfei Zhu 0001 Qinghua Hu Qilong Wang 0001 Liefeng Bo Siwei Lyu Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark. 2021 abs/2105.02440 CoRR https://arxiv.org/abs/2105.02440 db/journals/corr/corr2105.html#abs-2105-02440

Bo Peng 0002 Hongxing Fan Wei Wang 0025 Jing Dong 0003 Yuezun Li Siwei Lyu Qi Li 0005 Zhenan Sun Han Chen Baoying Chen Yanjie Hu Shenghai Luo Junrui Huang Yutong Yao Boyuan Liu Hefei Ling Guosheng Zhang Zhiliang Xu Changtao Miao Changlei Lu Shan He Xiaoyan Wu Wanyi Zhuang DFGC 2021: A DeepFake Game Competition. 2021 abs/2106.01217 CoRR https://arxiv.org/abs/2106.01217 db/journals/corr/corr2106.html#abs-2106-01217

Quanyu Liao Yuezun Li Xin Wang 0045 Bin Kong 0001 Bin Zhu 0008 Siwei Lyu Youbing Yin Qi Song 0001 Xi Wu 0004 Imperceptible Adversarial Examples for Fake Image Detection. 2021 abs/2106.01615 CoRR https://arxiv.org/abs/2106.01615 db/journals/corr/corr2106.html#abs-2106-01615

Quanyu Liao Xin Wang 0045 Bin Kong 0001 Siwei Lyu Bin Zhu 0008 Youbing Yin Qi Song 0001 Xi Wu 0004 Transferable Adversarial Examples for Anchor Free Object Detection. 2021 abs/2106.01618 CoRR https://arxiv.org/abs/2106.01618 db/journals/corr/corr2106.html#abs-2106-01618

Shu Hu 0001 Yiming Ying Xin Wang 0045 Siwei Lyu Sum of Ranked Range Loss for Supervised Learning. 2021 abs/2106.03300 CoRR https://arxiv.org/abs/2106.03300 db/journals/corr/corr2106.html#abs-2106-03300

Shu Hu 0001 Lipeng Ke Xin Wang 0045 Siwei Lyu TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning. 2021 abs/2108.00146 CoRR https://arxiv.org/abs/2108.00146 db/journals/corr/corr2108.html#abs-2108-00146

Hui Guo Shu Hu 0001 Xin Wang 0045 Ming-Ching Chang Siwei Lyu Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces. 2021 abs/2109.00162 CoRR https://arxiv.org/abs/2109.00162 db/journals/corr/corr2109.html#abs-2109-00162

Hui Guo Shu Hu 0001 Xin Wang 0045 Ming-Ching Chang Siwei Lyu Robust Attentive Deep Neural Network for Exposing GAN-generated Faces. 2021 abs/2109.02167 CoRR https://arxiv.org/abs/2109.02167 db/journals/corr/corr2109.html#abs-2109-02167

Jun-Wei Hsieh Ming-Ching Chang Bor-Shiun Wang Ping-Yang Chen Lipeng Ke Siwei Lyu Learnable Discrete Wavelet Pooling (LDW-Pooling) For Convolutional Networks. 2021 abs/2109.06638 CoRR https://arxiv.org/abs/2109.06638 db/journals/corr/corr2109.html#abs-2109-06638

Ehab A. AlBadawy Andrew Gibiansky Qing He Jilong Wu Ming-Ching Chang Siwei Lyu VocBench: A Neural Vocoder Benchmark for Speech Synthesis. 2021 abs/2112.03099 CoRR https://arxiv.org/abs/2112.03099 db/journals/corr/corr2112.html#abs-2112-03099

Ziwei Luo 0002 Jing Hu 0009 Xin Wang 0045 Siwei Lyu Bin Kong 0001 Youbing Yin Qi Song 0001 Xi Wu 0004 Stochastic Actor-Executor-Critic for Image-to-Image Translation. 2021 abs/2112.07403 CoRR https://arxiv.org/abs/2112.07403 db/journals/corr/corr2112.html#abs-2112-07403

Ziwei Luo 0002 Jing Hu 0009 Xin Wang 0045 Shu Hu 0001 Bin Kong 0001 Youbing Yin Qi Song 0001 Xi Wu 0004 Siwei Lyu Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. 2021 abs/2112.07415 CoRR https://arxiv.org/abs/2112.07415 db/journals/corr/corr2112.html#abs-2112-07415

Yanbo Fan Baoyuan Wu Ran He 0001 Bao-Gang Hu Yong Zhang 0034 Siwei Lyu Groupwise Ranking Loss for Multi-Label Learning. 21717-21727 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2969677 db/journals/access/access8.html#FanWHHZL20

Longyin Wen Dawei Du Zhaowei Cai Zhen Lei 0001 Ming-Ching Chang Honggang Qi Jongwoo Lim Ming-Hsuan Yang 0001 Siwei Lyu UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking. 102907 2020 193 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2020.102907 db/journals/cviu/cviu193.html#WenDCLCQLYL20

Yi Wei 0006 Wenbo Li 0001 Yanbo Fan Linghan Xu Ming-Ching Chang Siwei Lyu 3D Single-Person Concurrent Activity Detection Using Stacked Relation Network. 12329-12337 2020 AAAI https://doi.org/10.1609/aaai.v34i07.6917 conf/aaai/2020 db/conf/aaai/aaai2020.html#WeiLFXCL20 Yi Wei 0006 Zhe Gan Wenbo Li 0001 Siwei Lyu Ming-Ching Chang Lei Zhang 0001 Jianfeng Gao 0001 Pengchuan Zhang MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network. 661-678 2020 ACCV (4) https://doi.org/10.1007/978-3-030-69538-5_40 conf/accv/2020-4 db/conf/accv/accv2020-4.html#WeiGLLCZGZ20 Yuezun Li Xin Yang 0008 Pu Sun 0001 Honggang Qi Siwei Lyu Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics. 3204-3213 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Li_Celeb-DF_A_Large-Scale_Challenging_Dataset_for_DeepFake_Forensics_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.00327 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#LiYSQL20 Ruyi Ji Dawei Du Libo Zhang 0001 Longyin Wen Yanjun Wu Chen Zhao 0024 Feiyue Huang Siwei Lyu Learning Semantic Neural Tree for Human Parsing. 205-221 2020 ECCV (13) https://doi.org/10.1007/978-3-030-58601-0_13 conf/eccv/2020-13 db/conf/eccv/eccv2020-13.html#JiDZWWZHL20 Ao Luo Xin Li 0079 Fan Yang 0054 Zhicheng Jiao Hong Cheng 0002 Siwei Lyu Cascade Graph Neural Networks for RGB-D Salient Object Detection. 346-364 2020 ECCV (12) https://doi.org/10.1007/978-3-030-58610-2_21 conf/eccv/2020-12 db/conf/eccv/eccv2020-12.html#LuoLYJCL20 Yuezun Li Ao Luo Siwei Lyu Fast Portrait Segmentation With Highly Light-Weight Network. 1511-1515 2020 ICIP https://doi.org/10.1109/ICIP40778.2020.9190790 conf/icip/2020 db/conf/icip/icip2020.html#LiLL20a Siwei Lyu Deepfake Detection: Current Challenges and Next Steps. 1-6 2020 ICME Workshops https://doi.org/10.1109/ICMEW46912.2020.9105991 conf/icmcs/2020w db/conf/icmcs/icmew2020.html#Lyu20 Quanyu Liao Xin Wang 0045 Bin Kong 0001 Siwei Lyu Youbing Yin Qi Song 0001 Xi Wu 0004 Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. 1-8 2020 IJCNN https://doi.org/10.1109/IJCNN48605.2020.9206811 conf/ijcnn/2020 db/conf/ijcnn/ijcnn2020.html#Liao0KLYSW20 Ehab A. AlBadawy Siwei Lyu Voice Conversion Using Speech-to-Speech Neuro-Style Transfer. 4726-4730 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-3056 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#AlBadawyL20 Yi Wei 0006 Wenbo Li 0001 Ming-Ching Chang Hongxia Jin Siwei Lyu Explainable and Efficient Sequential Correlation Network for 3D Single Person Concurrent Activity Detection. 8970-8975 2020 IROS https://doi.org/10.1109/IROS45743.2020.9340846 conf/iros/2020 db/conf/iros/iros2020.html#WeiLCJL20 Yuanqiang Cai Dawei Du Libo Zhang 0001 Longyin Wen Weiqiang Wang 0001 Yanjun Wu Siwei Lyu Guided Attention Network for Object Detection and Counting on Drones. 709-717 2020 ACM Multimedia https://doi.org/10.1145/3394171.3413816 conf/mm/2020 db/conf/mm/mm2020.html#CaiDZWWWL20 Shu Hu 0001 Yiming Ying Xin Wang 0045 Siwei Lyu Learning by Minimizing the Sum of Ranked Range. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/f0d7053396e765bf52de12133cf1afe8-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#HuY0L20 Pu Sun 0001 Yuezun Li Honggang Qi Siwei Lyu Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction. 1-6 2020 WIFS https://doi.org/10.1109/WIFS49906.2020.9360910 conf/wifs/2020 db/conf/wifs/wifs2020.html#SunLQL20

Xian Zhang 0008 Xin Wang 0045 Bin Kong 0001 Youbing Yin Qi Song 0001 Siwei Lyu Jiancheng Lv 0001 Canghong Shi Xiaojie Li 0001 Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting. 2020 abs/2002.02909 CoRR https://arxiv.org/abs/2002.02909 db/journals/corr/corr2002.html#abs-2002-02909

Quanyu Liao Xin Wang 0045 Bin Kong 0001 Siwei Lyu Youbing Yin Qi Song 0001 Xi Wu 0004 Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection. 2020 abs/2003.04367 CoRR https://arxiv.org/abs/2003.04367 db/journals/corr/corr2003.html#abs-2003-04367

Siwei Lyu DeepFake Detection: Current Challenges and Next Steps. 2020 abs/2003.09234 CoRR https://arxiv.org/abs/2003.09234 db/journals/corr/corr2003.html#abs-2003-09234

Ao Luo Xin Li 0079 Fan Yang 0054 Zhicheng Jiao Hong Cheng 0002 Siwei Lyu Cascade Graph Neural Networks for RGB-D Salient Object Detection. 2020 abs/2008.03087 CoRR https://arxiv.org/abs/2008.03087 db/journals/corr/corr2008.html#abs-2008-03087

Shu Hu 0001 Yuezun Li Siwei Lyu Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights. 2020 abs/2009.11924 CoRR https://arxiv.org/abs/2009.11924 db/journals/corr/corr2009.html#abs-2009-11924

Yi Wei 0006 Zhe Gan Wenbo Li 0001 Siwei Lyu Ming-Ching Chang Lei Zhang 0001 Jianfeng Gao 0001 Pengchuan Zhang MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network. 2020 abs/2010.01424 CoRR https://arxiv.org/abs/2010.01424 db/journals/corr/corr2010.html#abs-2010-01424

Shu Hu 0001 Yiming Ying Xin Wang 0045 Siwei Lyu Learning by Minimizing the Sum of Ranked Range. 2020 abs/2010.01741 CoRR https://arxiv.org/abs/2010.01741 db/journals/corr/corr2010.html#abs-2010-01741

Quanyu Liao Xin Wang 0045 Bin Kong 0001 Siwei Lyu Youbing Yin Qi Song 0001 Xi Wu 0004 Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. 2020 abs/2010.14291 CoRR https://arxiv.org/abs/2010.14291 db/journals/corr/corr2010.html#abs-2010-14291

Pu Sun 0001 Yuezun Li Honggang Qi Siwei Lyu LandmarkGAN: Synthesizing Faces from Landmarks. 2020 abs/2011.00269 CoRR https://arxiv.org/abs/2011.00269 db/journals/corr/corr2011.html#abs-2011-00269

Yuezun Li Yiming Li 0004 Baoyuan Wu Longkang Li Ran He 0001 Siwei Lyu Backdoor Attack with Sample-Specific Triggers. 2020 abs/2012.03816 CoRR https://arxiv.org/abs/2012.03816 db/journals/corr/corr2012.html#abs-2012-03816

Michael Natole Yiming Ying Siwei Lyu Stochastic AUC Optimization Algorithms With Linear Convergence. 30 2019 5 Frontiers Appl. Math. Stat. https://doi.org/10.3389/fams.2019.00030 https://www.wikidata.org/entity/Q127638981 db/journals/fams/fams5.html#NatoleYL19

Shifeng Zhang Longyin Wen Hailin Shi Zhen Lei 0001 Siwei Lyu Stan Z. Li Single-Shot Scale-Aware Network for Real-Time Face Detection. 537-559 2019 127 Int. J. Comput. Vis. 6-7 https://doi.org/10.1007/s11263-019-01159-3 https://www.wikidata.org/entity/Q128340866 db/journals/ijcv/ijcv127.html#ZhangWSLLL19

Zhe Xue Junping Du 0001 Dawei Du Siwei Lyu Deep low-rank subspace ensemble for multi-view clustering. 210-227 2019 482 Inf. Sci. https://doi.org/10.1016/j.ins.2019.01.018 db/journals/isci/isci482.html#XueDDL19

Xin Wang 0045 Ming-Ching Chang Lan Wang Siwei Lyu Efficient algorithms for graph regularized PLSA for probabilistic topic modeling. 236-247 2019 86 Pattern Recognit. https://doi.org/10.1016/j.patcog.2018.09.004 https://www.wikidata.org/entity/Q129195063 db/journals/pr/pr86.html#WangCWL19

Zhe Xue Junping Du 0001 Dawei Du Guorong Li Qingming Huang Siwei Lyu Deep Constrained Low-Rank Subspace Learning for Multi-View Semi-Supervised Classification. 1177-1181 2019 26 IEEE Signal Process. Lett. 8 https://doi.org/10.1109/LSP.2019.2923857 https://www.wikidata.org/entity/Q127638663 db/journals/spl/spl26.html#XueDDLHL19

Dan Liu Dawei Du Libo Zhang 0001 Tiejian Luo Yanjun Wu Feiyue Huang Siwei Lyu Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently. 4344-4351 2019 AAAI https://doi.org/10.1609/aaai.v33i01.33014344 conf/aaai/2019 db/conf/aaai/aaai2019.html#LiuDZLWHL19 Longyin Wen Dawei Du Shengkun Li Xiao Bian Siwei Lyu Learning Non-Uniform Hypergraph for Multi-Object Tracking. 8981-8988 2019 AAAI https://doi.org/10.1609/aaai.v33i01.33018981 conf/aaai/2019 db/conf/aaai/aaai2019.html#WenDLBL19 Yuezun Li Longyin Wen Ming-Ching Chang Siwei Lyu Graph-to-Graph Energy Minimization for Video Object Segmentation. 1-8 2019 AVSS https://doi.org/10.1109/AVSS.2019.8909894 conf/avss/2019 db/conf/avss/avss2019.html#LiWCL19 Yuezun Li Xiao Bian Ming-Ching Chang Siwei Lyu Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches. 218 2019 BMVC https://bmvc2019.org/wp-content/uploads/papers/0284-paper.pdf conf/bmvc/2019 db/conf/bmvc/bmvc2019.html#LiBCL19 Yuezun Li Siwei Lyu Exposing DeepFake Videos By Detecting Face Warping Artifacts. 46-52 2019 CVPR Workshops http://openaccess.thecvf.com/content_CVPRW_2019/html/Media_Forensics/Li_Exposing_DeepFake_Videos_By_Detecting_Face_Warping_Artifacts_CVPRW_2019_paper.html conf/cvpr/2019w db/conf/cvpr/cvprw2019.html#LiL19c Ehab A. AlBadawy Siwei Lyu Hany Farid Detecting AI-Synthesized Speech Using Bispectral Analysis. 104-109 2019 CVPR Workshops http://openaccess.thecvf.com/content_CVPRW_2019/html/Media_Forensics/AlBadawy_Detecting_AI-Synthesized_Speech_Using_Bispectral_Analysis_CVPRW_2019_paper.html conf/cvpr/2019w db/conf/cvpr/cvprw2019.html#AlBadawyLF19 Milind Naphade Zheng Tang Ming-Ching Chang David C. Anastasiu Anuj Sharma 0001 Rama Chellappa Shuo Wang Pranamesh Chakraborty Tingting Huang Jenq-Neng Hwang Siwei Lyu The 2019 AI City Challenge. 452-460 2019 CVPR Workshops http://openaccess.thecvf.com/content_CVPRW_2019/html/AI_City/Naphade_The_2019_AI_City_Challenge_CVPRW_2019_paper.html conf/cvpr/2019w db/conf/cvpr/cvprw2019.html#NaphadeTCASCWCH19 Wenbo Li 0001 Pengchuan Zhang Lei Zhang 0001 Qiuyuan Huang Xiaodong He 0001 Siwei Lyu Jianfeng Gao 0001 Object-Driven Text-To-Image Synthesis via Adversarial Training. 12174-12182 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Li_Object-Driven_Text-To-Image_Synthesis_via_Adversarial_Training_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.01245 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#LiZZHHLG19 Shuchen Weng Wenbo Li 0001 Yi Zhang 0070 Siwei Lyu Dual-stream CNN for Structured Time Series Classification. 3187-3191 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8682410 conf/icassp/2019 db/conf/icassp/icassp2019.html#WengLZL19 Xin Yang 0008 Yuezun Li Siwei Lyu Exposing Deep Fakes Using Inconsistent Head Poses. 8261-8265 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8683164 conf/icassp/2019 db/conf/icassp/icassp2019.html#YangLL19a Yuezun Li Siwei Lyu De-identification Without Losing Faces. 83-88 2019 IH&MMSec https://doi.org/10.1145/3335203.3335719 conf/ih/2019 db/conf/ih/ihmmsec2019.html#LiL19 Xin Yang 0008 Yuezun Li Honggang Qi Siwei Lyu Exposing GAN-synthesized Faces Using Landmark Locations. 113-118 2019 IH&MMSec https://doi.org/10.1145/3335203.3335724 conf/ih/2019 db/conf/ih/ihmmsec2019.html#YangLQL19 Zhe Xue Junping Du 0001 Dawei Du Wenqi Ren Siwei Lyu Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/559 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#XueDDRL19 4026-4032 Eric Wu Bin Kong 0001 Xin Wang 0045 Junjie Bai Yi Lu 0019 Feng Gao Shaoting Zhang 0001 Kunlin Cao Qi Song 0001 Siwei Lyu Youbing Yin Residual Attention Based Network for Hand Bone Age Assessment. 1158-1161 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759332 conf/isbi/2019 db/conf/isbi/isbi2019.html#WuKWBLGZCSLY19 Chaoyang Xia Xiaojie Li 0001 Xin Wang 0045 Bin Kong 0001 Yucheng Chen 0003 Youbing Yin Kunlin Cao Qi Song 0001 Siwei Lyu Xi Wu 0004 A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information. 577-585 2019 MICCAI (2) https://doi.org/10.1007/978-3-030-32245-8_64 conf/miccai/2019-2 db/conf/miccai/miccai2019-2.html#XiaL0KCYCSLW19 Congcong Li Dawei Du Libo Zhang 0001 Tiejian Luo Yanjun Wu Qi Tian 0001 Longyin Wen Siwei Lyu Data Priming Network for Automatic Check-Out. 2152-2160 2019 ACM Multimedia https://doi.org/10.1145/3343031.3350989 conf/mm/2019 db/conf/mm/mm2019.html#LiDZLW0WL19 Rémi Cogranne Luisa Verdoliva Siwei Lyu Juan Ramón Troncoso-Pastoriza Xinpeng Zhang 0001 Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec 2019, Paris, France, July 3-5, 2019. ACM IH&MMSec 2019 978-1-4503-6821-6 https://doi.org/10.1145/3335203 db/conf/ih/ihmmsec2019.html

Eric Wu Bin Kong 0001 Xin Wang 0045 Junjie Bai Yi Lu 0019 Feng Gao Shaoting Zhang 0001 Kunlin Cao Qi Song 0001 Siwei Lyu Youbing Yin Residual Attention based Network for Hand Bone Age Assessment. 2019 abs/1901.05876 CoRR http://arxiv.org/abs/1901.05876 db/journals/corr/corr1901.html#abs-1901-05876

Yuezun Li Siwei Lyu De-identification without losing faces. 2019 abs/1902.04202 CoRR http://arxiv.org/abs/1902.04202 db/journals/corr/corr1902.html#abs-1902-04202

Bin Kong 0001 Xin Wang 0045 Junjie Bai Yi Lu 0019 Feng Gao Kunlin Cao Qi Song 0001 Shaoting Zhang 0001 Siwei Lyu Youbing Yin Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding. 2019 abs/1902.10053 CoRR http://arxiv.org/abs/1902.10053 db/journals/corr/corr1902.html#abs-1902-10053

Wenbo Li 0001 Pengchuan Zhang Lei Zhang 0001 Qiuyuan Huang Xiaodong He 0001 Siwei Lyu Jianfeng Gao 0001 Object-driven Text-to-Image Synthesis via Adversarial Training. 2019 abs/1902.10740 CoRR http://arxiv.org/abs/1902.10740 db/journals/corr/corr1902.html#abs-1902-10740

Xin Yang 0008 Yuezun Li Honggang Qi Siwei Lyu Exposing GAN-synthesized Faces Using Landmark Locations. 2019 abs/1904.00167 CoRR http://arxiv.org/abs/1904.00167 db/journals/corr/corr1904.html#abs-1904-00167

Congcong Li Dawei Du Libo Zhang 0001 Tiejian Luo Yanjun Wu Qi Tian 0001 Longyin Wen Siwei Lyu Data Priming Network for Automatic Check-Out. 2019 abs/1904.04978 CoRR http://arxiv.org/abs/1904.04978 db/journals/corr/corr1904.html#abs-1904-04978

Dan Liu Dawei Du Libo Zhang 0001 Tiejian Luo Yanjun Wu Feiyue Huang Siwei Lyu Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently. 2019 abs/1906.04634 CoRR http://arxiv.org/abs/1906.04634 db/journals/corr/corr1906.html#abs-1906-04634

Yuezun Li Xin Yang 0008 Baoyuan Wu Siwei Lyu Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations. 2019 abs/1906.09288 CoRR http://arxiv.org/abs/1906.09288 db/journals/corr/corr1906.html#abs-1906-09288

Yuanqiang Cai Dawei Du Libo Zhang 0001 Longyin Wen Weiqiang Wang 0001 Yanjun Wu Siwei Lyu Guided Attention Network for Object Detection and Counting on Drones. 2019 abs/1909.11307 CoRR http://arxiv.org/abs/1909.11307 db/journals/corr/corr1909.html#abs-1909-11307

Yuezun Li Xin Yang 0008 Pu Sun 0001 Honggang Qi Siwei Lyu Celeb-DF: A New Dataset for DeepFake Forensics. 2019 abs/1909.12962 CoRR http://arxiv.org/abs/1909.12962 db/journals/corr/corr1909.html#abs-1909-12962

Yuezun Li Ao Luo Siwei Lyu Fast Portrait Segmentation with extremely light-weight network. 2019 abs/1910.08695 CoRR http://arxiv.org/abs/1910.08695 db/journals/corr/corr1910.html#abs-1910-08695

Longyin Wen Dawei Du Pengfei Zhu 0001 Qinghua Hu Qilong Wang 0001 Liefeng Bo Siwei Lyu Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network. 2019 abs/1912.01811 CoRR http://arxiv.org/abs/1912.01811 db/journals/corr/corr1912.html#abs-1912-01811

Ruyi Ji Dawei Du Libo Zhang 0001 Longyin Wen Yanjun Wu Chen Zhao 0024 Feiyue Huang Siwei Lyu Learning Semantic Neural Tree for Human Parsing. 2019 abs/1912.09622 CoRR http://arxiv.org/abs/1912.09622 db/journals/corr/corr1912.html#abs-1912-09622

Hui Zeng 0002 Jingjing Yu Xiangui Kang Siwei Lyu Countering JPEG anti-forensics based on noise level estimation. 032103:1-032103:14 2018 61 Sci. China Inf. Sci. 3 https://doi.org/10.1007/s11432-016-0426-1 db/journals/chinaf/chinaf61.html#ZengYKL18

Baoyuan Wu Fan Jia Wei Liu 0005 Bernard Ghanem Siwei Lyu Multi-label Learning with Missing Labels Using Mixed Dependency Graphs. 875-896 2018 126 Int. J. Comput. Vis. 8 https://doi.org/10.1007/s11263-018-1085-3 https://www.wikidata.org/entity/Q125854760 db/journals/ijcv/ijcv126.html#WuJLGL18

Dawei Du Longyin Wen Honggang Qi Qingming Huang Qi Tian 0001 Siwei Lyu Iterative Graph Seeking for Object Tracking. 1809-1821 2018 27 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2017.2785626 https://www.wikidata.org/entity/Q47561192 db/journals/tip/tip27.html#DuWQHTL18

Longyin Wen Honggang Qi Siwei Lyu Contrast Enhancement Estimation for Digital Image Forensics. 49:1-49:21 2018 14 ACM Trans. Multim. Comput. Commun. Appl. 2 https://doi.org/10.1145/3183518 https://www.wikidata.org/entity/Q129774455 db/journals/tomccap/tomccap14.html#WenQL18

Wenbo Li 0001 Longyin Wen Xiao Bian Siwei Lyu Evolvement Constrained Adversarial Learning for Video Style Transfer. 232-248 2018 ACCV (1) https://doi.org/10.1007/978-3-030-20887-5_15 conf/accv/2018-1 db/conf/accv/accv2018-1.html#LiWBL18 Yuezun Li Xiao Bian Ming-Ching Chang Longyin Wen Siwei Lyu Pixel Offset Regression (POR) for Single-shot Instance Segmentation. 1-6 2018 AVSS https://doi.org/10.1109/AVSS.2018.8639428 conf/avss/2018 db/conf/avss/avss2018.html#LiBCWL18 Siwei Lyu Ming-Ching Chang Dawei Du Wenbo Li 0001 Yi Wei 0006 Marco Del Coco Pierluigi Carcagnì Arne Schumann Bharti Munjal Dinh-Quoc-Trung Dang Doo-Hyun Choi Erik Bochinski Fabio Galasso Filiz Bunyak Guna Seetharaman Jang-Woon Baek Jong Taek Lee Kannappan Palaniappan Kil-Taek Lim Kiyoung Moon Kwang-Ju Kim Lars Sommer Meltem Brandlmaier Minsung Kang Moongu Jeon Noor M. Al-Shakarji Oliver Acatay Pyong-Kun Kim Sikandar Amin Thomas Sikora Tien Ba Dinh Tobias Senst Vu-Gia-Hy Che Young-Chul Lim Young-min Song Yun-Su Chung UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. 1-6 2018 AVSS https://doi.org/10.1109/AVSS.2018.8639089 conf/avss/2018 db/conf/avss/avss2018.html#LyuCDLWCCSMDCBG18 Yuezun Li Daniel Tian Ming-Ching Chang Xiao Bian Siwei Lyu Robust Adversarial Perturbation on Deep Proposal-based Models. 231 2018 BMVC http://bmvc2018.org/contents/papers/0782.pdf conf/bmvc/2018 db/conf/bmvc/bmvc2018.html#LiTCBL18 Milind Naphade Ming-Ching Chang Anuj Sharma 0001 David C. Anastasiu Vamsi Jagarlamudi Pranamesh Chakraborty Tingting Huang Shuo Wang Ming-Yu Liu 0001 Rama Chellappa Jenq-Neng Hwang Siwei Lyu The 2018 NVIDIA AI City Challenge. 53-60 2018 CVPR Workshops http://openaccess.thecvf.com/content_cvpr_2018_workshops/w3/html/Naphade_The_2018_NVIDIA_CVPR_2018_paper.html https://doi.org/10.1109/CVPRW.2018.00015 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2018.00015 conf/cvpr/2018w db/conf/cvpr/cvprw2018.html#NaphadeCSAJCHW018 Ming-Ching Chang Yi Wei Nenghui Song Siwei Lyu Video Analytics in Smart Transportation for the AIC'18 Challenge. 61-68 2018 CVPR Workshops http://openaccess.thecvf.com/content_cvpr_2018_workshops/w3/html/Chang_Video_Analytics_in_CVPR_2018_paper.html https://doi.org/10.1109/CVPRW.2018.00016 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2018.00016 conf/cvpr/2018w db/conf/cvpr/cvprw2018.html#ChangWSL18 Baoyuan Wu Weidong Chen Peng Sun 0011 Wei Liu 0005 Bernard Ghanem Siwei Lyu Tagging Like Humans: Diverse and Distinct Image Annotation. 7967-7975 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Wu_Tagging_Like_Humans_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00831 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00831 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#WuCS0GL18 Lipeng Ke Ming-Ching Chang Honggang Qi Siwei Lyu Multi-Scale Structure-Aware Network for Human Pose Estimation. 731-746 2018 ECCV (2) https://doi.org/10.1007/978-3-030-01216-8_44 conf/eccv/2018-2 db/conf/eccv/eccv2018-2.html#KeCQL18 Lipeng Ke Honggang Qi Ming-Ching Chang Siwei Lyu Multi-Scale Supervised Network for Human Pose Estimation. 564-568 2018 ICIP https://doi.org/10.1109/ICIP.2018.8451114 conf/icip/2018 db/conf/icip/icip2018.html#KeQCL18 Michael Natole Yiming Ying Siwei Lyu Stochastic Proximal Algorithms for AUC Maximization. 3707-3716 2018 ICML http://proceedings.mlr.press/v80/natole18a.html conf/icml/2018 db/conf/icml/icml2018.html#NatoleYL18 Yi Wei 0006 Ming-Ching Chang Yiming Ying Ser Nam Lim Siwei Lyu Explain Black-box Image Classifications Using Superpixel-based Interpretation. 1640-1645 2018 ICPR https://doi.org/10.1109/ICPR.2018.8546302 https://doi.ieeecomputersociety.org/10.1109/ICPR.2018.8546302 conf/icpr/2018 db/conf/icpr/icpr2018.html#WeiCYLL18 Cong Zhang Dawei Du Lipeng Ke Honggang Qi Siwei Lyu Global Contrast Enhancement Detection via Deep Multi-Path Network. 2815-2820 2018 ICPR https://doi.org/10.1109/ICPR.2018.8545647 https://doi.ieeecomputersociety.org/10.1109/ICPR.2018.8545647 conf/icpr/2018 db/conf/icpr/icpr2018.html#ZhangDKQL18 Shuai Li 0015 Siwei Lyu Jeff Trinkle Efficient State Estimation with Constrained Rao-Blackwellized Particle Filter. 6682-6689 2018 IROS https://doi.org/10.1109/IROS.2018.8594268 conf/iros/2018 db/conf/iros/iros2018.html#LiLT18 Siwei Lyu Yiming Ying A Univariate Bound of Area Under ROC. 43-52 2018 UAI http://auai.org/uai2018/proceedings/papers/32.pdf conf/uai/2018 db/conf/uai/uai2018.html#LyuY18 Yuezun Li Ming-Ching Chang Siwei Lyu In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking. 1-7 2018 WIFS https://doi.org/10.1109/WIFS.2018.8630787 conf/wifs/2018 db/conf/wifs/wifs2018.html#LiCL18

Lipeng Ke Ming-Ching Chang Honggang Qi Siwei Lyu Multi-Scale Structure-Aware Network for Human Pose Estimation. 2018 abs/1803.09894 CoRR http://arxiv.org/abs/1803.09894 db/journals/corr/corr1803.html#abs-1803-09894

Baoyuan Wu Weidong Chen Peng Sun 0011 Wei Liu 0005 Bernard Ghanem Siwei Lyu Tagging like Humans: Diverse and Distinct Image Annotation. 2018 abs/1804.00113 CoRR http://arxiv.org/abs/1804.00113 db/journals/corr/corr1804.html#abs-1804-00113

Baoyuan Wu Fan Jia Wei Liu 0005 Bernard Ghanem Siwei Lyu Multi-label Learning with Missing Labels using Mixed Dependency Graphs. 2018 abs/1804.00117 CoRR http://arxiv.org/abs/1804.00117 db/journals/corr/corr1804.html#abs-1804-00117

Siwei Lyu A Univariate Bound of Area Under ROC. 2018 abs/1804.05981 CoRR http://arxiv.org/abs/1804.05981 db/journals/corr/corr1804.html#abs-1804-05981

Shuchen Weng Wenbo Li 0001 Yi Zhang 0070 Siwei Lyu STS Classification with Dual-stream CNN. 2018 abs/1805.07740 CoRR http://arxiv.org/abs/1805.07740 db/journals/corr/corr1805.html#abs-1805-07740

Yuezun Li Ming-Ching Chang Siwei Lyu In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking. 2018 abs/1806.02877 CoRR http://arxiv.org/abs/1806.02877 db/journals/corr/corr1806.html#abs-1806-02877

Wenbo Li 0001 Ming-Ching Chang Siwei Lyu Who did What at Where and When: Simultaneous Multi-Person Tracking and Activity Recognition. 2018 abs/1807.01253 CoRR http://arxiv.org/abs/1807.01253 db/journals/corr/corr1807.html#abs-1807-01253

Lipeng Ke Ming-Ching Chang Honggang Qi Siwei Lyu Multi-Scale Supervised Network for Human Pose Estimation. 2018 abs/1808.01623 CoRR http://arxiv.org/abs/1808.01623 db/journals/corr/corr1808.html#abs-1808-01623

Yuezun Li Daniel Tian Ming-Ching Chang Xiao Bian Siwei Lyu Robust Adversarial Perturbation on Deep Proposal-based Models. 2018 abs/1809.05962 CoRR http://arxiv.org/abs/1809.05962 db/journals/corr/corr1809.html#abs-1809-05962

Yuezun Li Xian Bian Siwei Lyu Attacking Object Detectors via Imperceptible Patches on Background. 2018 abs/1809.05966 CoRR http://arxiv.org/abs/1809.05966 db/journals/corr/corr1809.html#abs-1809-05966

Yuezun Li Siwei Lyu Exposing DeepFake Videos By Detecting Face Warping Artifacts. 2018 abs/1811.00656 CoRR http://arxiv.org/abs/1811.00656 db/journals/corr/corr1811.html#abs-1811-00656

Xin Yang 0008 Yuezun Li Siwei Lyu Exposing Deep Fakes Using Inconsistent Head Poses. 2018 abs/1811.00661 CoRR http://arxiv.org/abs/1811.00661 db/journals/corr/corr1811.html#abs-1811-00661

Wenbo Li 0001 Longyin Wen Xiao Bian Siwei Lyu Evolvement Constrained Adversarial Learning for Video Style Transfer. 2018 abs/1811.02476 CoRR http://arxiv.org/abs/1811.02476 db/journals/corr/corr1811.html#abs-1811-02476

Longyin Wen Dawei Du Shengkun Li Xiao Bian Siwei Lyu Learning Non-Uniform Hypergraph for Multi-Object Tracking. 2018 abs/1812.03621 CoRR http://arxiv.org/abs/1812.03621 db/journals/corr/corr1812.html#abs-1812-03621

Longyin Wen Zhen Lei 0001 Ming-Ching Chang Honggang Qi Siwei Lyu Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph. 313-333 2017 122 Int. J. Comput. Vis. 2 https://doi.org/10.1007/s11263-016-0943-0 db/journals/ijcv/ijcv122.html#WenLCQL17

Dawei Du Honggang Qi Longyin Wen Qi Tian 0001 Qingming Huang Siwei Lyu Geometric Hypergraph Learning for Visual Tracking. 4182-4195 2017 47 IEEE Trans. Cybern. 12 https://doi.org/10.1109/TCYB.2016.2626275 https://www.wikidata.org/entity/Q48587280 db/journals/tcyb/tcyb47.html#DuQWTHL17

Yang Yang 0062 Longyin Wen Siwei Lyu Stan Z. Li Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification. 4306-4312 2017 AAAI https://doi.org/10.1609/aaai.v31i1.11224 conf/aaai/2017 db/conf/aaai/aaai2017.html#YangWLL17 Siwei Lyu Ming-Ching Chang Dawei Du Longyin Wen Honggang Qi Yuezun Li Yi Wei 0006 Lipeng Ke Tao Hu 0011 Marco Del Coco Pierluigi Carcagnì Dmitriy Anisimov Erik Bochinski Fabio Galasso Filiz Bunyak Guang Han Hao Ye 0005 Hong Wang 0014 Kannappan Palaniappan Koray Ozcan Li Wang 0033 Liang Wang 0001 Martin Lauer Nattachai Watcharapinchai Nenghui Song Noor M. Al-Shakarji Shuo Wang Sikandar Amin Sitapa Rujikietgumjorn Tatiana Khanova Thomas Sikora Tino Kutschbach Volker Eiselein Wei Tian 0001 Xiangyang Xue 0001 Xiaoyi Yu Yao Lu 0028 Yingbin Zheng Yongzhen Huang Yuqi Zhang 0001 UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring. 1-7 2017 AVSS https://doi.org/10.1109/AVSS.2017.8078560 https://doi.ieeecomputersociety.org/10.1109/AVSS.2017.8078560 conf/avss/2017 db/conf/avss/avss2017.html#LyuCDWQLWKHCCAB17 Wenbo Li 0001 Longyin Wen Ming-Ching Chang Ser Nam Lim Siwei Lyu Adaptive RNN Tree for Large-Scale Human Action Recognition. 1453-1461 2017 ICCV https://doi.org/10.1109/ICCV.2017.161 https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.161 conf/iccv/2017 db/conf/iccv/iccv2017.html#LiWCLL17 Matej Kristan Ales Leonardis Jiri Matas Michael Felsberg Roman P. Pflugfelder Luka Cehovin Zajc Tomas Vojir Gustav Häger Alan Lukezic Abdelrahman Eldesokey Gustavo Fernández Álvaro García-Martín Andrej Muhic Alfredo Petrosino Alireza Memarmoghadam Andrea Vedaldi Antoine Manzanera Antoine Tran A. Aydin Alatan Bogdan Mocanu Boyu Chen Chang Huang Changsheng Xu Chong Sun Dalong Du David Zhang 0001 Dawei Du Deepak Mishra 0002 Erhan Gundogdu Erik Velasco-Salido Fahad Shahbaz Khan Francesco Battistone Gorthi R. K. Sai Subrahmanyam Goutam Bhat Guan Huang 0003 Guilherme Sousa Bastos Guna Seetharaman Hongliang Zhang Houqiang Li Huchuan Lu Isabela Drummond Jack Valmadre Jae-chan Jeong Jaeil Cho Jae-Yeong Lee Jana Noskova Jianke Zhu Jin Gao Jingyu Liu 0004 Ji-Wan Kim João F. Henriques José M. Martínez 0001 Junfei Zhuang Junliang Xing Junyu Gao 0002 Kai Chen 0023 Kannappan Palaniappan Karel Lebeda Ke Gao 0003 Kris M. Kitani Lei Zhang 0006 Lijun Wang Lingxiao Yang Longyin Wen Luca Bertinetto Mahdieh Poostchi Martin Danelljan Matthias Mueller 0001 Mengdan Zhang Ming-Hsuan Yang 0001 Nianhao Xie Ning Wang 0020 Ondrej Miksik Payman Moallem Pallavi M. Venugopal Pedro Senna Philip H. S. Torr Qiang Wang 0051 Qifeng Yu Qingming Huang Rafael Martin Nieto Richard Bowden Risheng Liu Ruxandra Tapu Simon Hadfield Siwei Lyu Stuart Golodetz Sunglok Choi Tianzhu Zhang 0001 Titus Zaharia Vincenzo Santopietro Wei Zou Weiming Hu 0004 Wenbing Tao Wenbo Li 0001 Wengang Zhou 0001 Xianguo Yu Xiao Bian Yang Li 0041 Yifan Xing Yingruo Fan Zheng Zhu Zhipeng Zhang Zhiqun He The Visual Object Tracking VOT2017 Challenge Results. 1949-1972 2017 ICCV Workshops https://doi.org/10.1109/ICCVW.2017.230 https://doi.ieeecomputersociety.org/10.1109/ICCVW.2017.230 https://www.wikidata.org/entity/Q130927158 conf/iccvw/2017 db/conf/iccvw/iccvw2017.html#KristanLMFPZVHL17 Shengkun Li Dawei Du Longyin Wen Ming-Ching Chang Siwei Lyu Hybrid structure hypergraph for online deformable object tracking. 1127-1131 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296457 conf/icip/2017 db/conf/icip/icip2017.html#LiDWCL17 Andrew Pulver Siwei Lyu LSTM with working memory. 845-851 2017 IJCNN https://doi.org/10.1109/IJCNN.2017.7965940 conf/ijcnn/2017 db/conf/ijcnn/ijcnn2017.html#PulverL17 Yanbo Fan Siwei Lyu Yiming Ying Bao-Gang Hu Learning with Average Top-k Loss. 497-505 2017 NIPS https://proceedings.neurips.cc/paper/2017/hash/6c524f9d5d7027454a783c841250ba71-Abstract.html http://papers.nips.cc/paper/6653-learning-with-average-top-k-loss conf/nips/2017 db/conf/nips/nips2017.html#FanLYH17 Milind Naphade David C. Anastasiu Anuj Sharma 0001 Vamsi Jagrlamudi Hyeran Jeon Kaikai Liu Ming-Ching Chang Siwei Lyu Jerry Zeyu Gao The NVIDIA AI City Challenge. 1-6 2017 SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI https://doi.org/10.1109/UIC-ATC.2017.8397673 conf/uic/2017 db/conf/uic/uic2017.html#NaphadeASJJLCLG17 Yi Wei 0006 Nenghui Song Lipeng Ke Ming-Ching Chang Siwei Lyu Street object detection / tracking for AI city traffic analysis. 1-5 2017 SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI https://doi.org/10.1109/UIC-ATC.2017.8397669 conf/uic/2017 db/conf/uic/uic2017.html#WeiSKCL17

Yanbo Fan Jian Liang 0001 Ran He 0001 Bao-Gang Hu Siwei Lyu Robust Localized Multi-view Subspace Clustering. 2017 abs/1705.07777 CoRR http://arxiv.org/abs/1705.07777 db/journals/corr/corr1705.html#FanLHHL17

Yanbo Fan Siwei Lyu Yiming Ying Bao-Gang Hu Learning with Average Top-k Loss. 2017 abs/1705.08826 CoRR http://arxiv.org/abs/1705.08826 db/journals/corr/corr1705.html#FanLYH17

Longyin Wen Honggang Qi Siwei Lyu Contrast Enhancement Estimation for Digital Image Forensics. 2017 abs/1706.03875 CoRR http://arxiv.org/abs/1706.03875 db/journals/corr/corr1706.html#WenQL17

Longyin Wen Zhen Lei 0001 Siwei Lyu Stan Z. Li Ming-Hsuan Yang 0001 Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking. 1983-1996 2016 38 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/TPAMI.2015.2509979 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2015.2509979 https://www.wikidata.org/entity/Q48636655 db/journals/pami/pami38.html#WenLLL016

Dawei Du Honggang Qi Wenbo Li 0001 Longyin Wen Qingming Huang Siwei Lyu Online Deformable Object Tracking Based on Structure-Aware Hyper-Graph. 3572-3584 2016 25 IEEE Trans. Image Process. 8 https://doi.org/10.1109/TIP.2016.2570556 https://www.wikidata.org/entity/Q39743419 db/journals/tip/tip25.html#DuQLWHL16

Yan Kong Weiming Dong Xing Mei Chongyang Ma Tong-Yee Lee Siwei Lyu Feiyue Huang Xiaopeng Zhang 0001 Measuring and Predicting Visual Importance of Similar Objects. 2564-2578 2016 22 IEEE Trans. Vis. Comput. Graph. 12 https://doi.org/10.1109/TVCG.2016.2515614 http://doi.ieeecomputersociety.org/10.1109/TVCG.2016.2515614 https://www.wikidata.org/entity/Q38397328 db/journals/tvcg/tvcg22.html#KongDMMLLHZ16

Xin Wang 0045 Ming-Ching Chang Yiming Ying Siwei Lyu Co-Regularized PLSA for Multi-Modal Learning. 2166-2172 2016 AAAI https://doi.org/10.1609/aaai.v30i1.10204 conf/aaai/2016 db/conf/aaai/aaai2016.html#WangCYL16 Baoyuan Wu Siwei Lyu Bernard Ghanem Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning. 2229-2236 2016 AAAI https://doi.org/10.1609/aaai.v30i1.10186 conf/aaai/2016 db/conf/aaai/aaai2016.html#WuLG16 Martin Boissier 0002 Siwei Lyu Yiming Ying Ding-Xuan Zhou Fast Convergence of Online Pairwise Learning Algorithms. 204-212 2016 AISTATS http://proceedings.mlr.press/v51/boissier16.html conf/aistats/2016 db/conf/aistats/aistats2016.html#BoissierLYZ16 Yueming Yang Ming-Ching Chang Longyin Wen Peter H. Tu Honggang Qi Siwei Lyu Efficient large-scale photometric reconstruction using Divide-Recon-Fuse 3D Structure from Motion. 180-186 2016 AVSS https://doi.org/10.1109/AVSS.2016.7738070 https://doi.ieeecomputersociety.org/10.1109/AVSS.2016.7738070 conf/avss/2016 db/conf/avss/avss2016.html#YangCWTQL16 Matej Kristan Ales Leonardis Jiri Matas Michael Felsberg Roman P. Pflugfelder Luka Cehovin Tomás Vojír Gustav Häger Alan Lukezic Gustavo Fernández Abhinav Gupta 0001 Alfredo Petrosino Alireza Memarmoghadam Álvaro García-Martín Andrés Solís Montero Andrea Vedaldi Andreas Robinson Andy Jinhua Ma Anton Varfolomieiev A. Aydin Alatan Aykut Erdem Bernard Ghanem Bin Liu 0014 Bohyung Han Brais Martínez Chang-Ming Chang Changsheng Xu Chong Sun Daijin Kim 0001 Dapeng Chen Dawei Du Deepak Mishra 0002 Dit-Yan Yeung Erhan Gundogdu Erkut Erdem Fahad Shahbaz Khan Fatih Porikli Fei Zhao 0008 Filiz Bunyak Francesco Battistone Gao Zhu Giorgio Roffo Gorthi R. K. Sai Subrahmanyam Guilherme Sousa Bastos Guna Seetharaman Henry Medeiros 0001 Hongdong Li Honggang Qi Horst Bischof Horst Possegger Huchuan Lu Hyemin Lee Hyeonseob Nam Hyung Jin Chang Isabela Drummond Jack Valmadre Jae-chan Jeong Jaeil Cho Jae-Yeong Lee Jianke Zhu Jiayi Feng Jin Gao Jin Young Choi 0002 Jingjing Xiao Ji-Wan Kim Jiyeoup Jeong João F. Henriques Jochen Lang 0001 Jongwon Choi 0002 José M. Martínez 0001 Junliang Xing Junyu Gao 0002 Kannappan Palaniappan Karel Lebeda Ke Gao 0003 Krystian Mikolajczyk Lei Qin Lijun Wang Longyin Wen Luca Bertinetto Madan Kumar Rapuru Mahdieh Poostchi Mario Edoardo Maresca Martin Danelljan Matthias Mueller 0001 Mengdan Zhang Michael Arens Michel F. Valstar Ming Tang 0001 Mooyeol Baek Muhammad Haris Khan Naiyan Wang Nana Fan Noor Al-Shakarji Ondrej Miksik Osman Akin Payman Moallem Pedro Senna Philip H. S. Torr Pong C. Yuen Qingming Huang Rafael Martin Nieto Rengarajan Pelapur Richard Bowden Robert Laganière Rustam Stolkin Ryan Walsh Sebastian Bernd Krah Shengkun Li Shengping Zhang Shizeng Yao Simon Hadfield Simone Melzi Siwei Lyu Siyi Li Stefan Becker Stuart Golodetz Sumithra Kakanuru Sunglok Choi Tao Hu 0011 Thomas Mauthner Tianzhu Zhang 0001 Tony P. Pridmore Vincenzo Santopietro Weiming Hu 0004 Wenbo Li 0001 Wolfgang Hübner 0001 Xiangyuan Lan Xiaomeng Wang Xin Li 0034 Yang Li 0041 Yiannis Demiris Yifan Wang 0004 Yuankai Qi Zejian Yuan Zexiong Cai Zhan Xu Zhenyu He 0001 Zhizhen Chi The Visual Object Tracking VOT2016 Challenge Results. 777-823 2016 ECCV Workshops (2) https://doi.org/10.1007/978-3-319-48881-3_54 conf/eccv/2016w2 db/conf/eccv/eccv2016w2.html#KristanLMFPCVHL16 Michael Felsberg Matej Kristan Jiri Matas Ales Leonardis Roman P. Pflugfelder Gustav Häger Amanda Berg Abdelrahman Eldesokey Jörgen Ahlberg Luka Cehovin Tomás Vojír Alan Lukezic Gustavo Fernández Alfredo Petrosino Álvaro García-Martín Andrés Solís Montero Anton Varfolomieiev Aykut Erdem Bohyung Han Chang-Ming Chang Dawei Du Erkut Erdem Fahad Shahbaz Khan Fatih Porikli Fei Zhao 0008 Filiz Bunyak Francesco Battistone Gao Zhu Guna Seetharaman Hongdong Li Honggang Qi Horst Bischof Horst Possegger Hyeonseob Nam Jack Valmadre Jianke Zhu Jiayi Feng Jochen Lang 0001 José M. Martínez 0001 Kannappan Palaniappan Karel Lebeda Ke Gao 0003 Krystian Mikolajczyk Longyin Wen Luca Bertinetto Mahdieh Poostchi Mario Edoardo Maresca Martin Danelljan Michael Arens Ming Tang 0001 Mooyeol Baek Nana Fan Noor Al-Shakarji Ondrej Miksik Osman Akin Philip H. S. Torr Qingming Huang Rafael Martin Nieto Rengarajan Pelapur Richard Bowden Robert Laganière Sebastian Bernd Krah Shengkun Li Shizeng Yao Simon Hadfield Siwei Lyu Stefan Becker Stuart Golodetz Tao Hu 0011 Thomas Mauthner Vincenzo Santopietro Wenbo Li 0001 Wolfgang Hübner 0001 Xin Li 0034 Yang Li 0041 Zhan Xu Zhenyu He 0001 The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results. 824-849 2016 ECCV Workshops (2) https://doi.org/10.1007/978-3-319-48881-3_55 conf/eccv/2016w2 db/conf/eccv/eccv2016w2.html#FelsbergKMLPHBE16 Yiming Ying Longyin Wen Siwei Lyu Stochastic Online AUC Maximization. 451-459 2016 NIPS https://proceedings.neurips.cc/paper/2016/hash/c52f1bd66cc19d05628bd8bf27af3ad6-Abstract.html http://papers.nips.cc/paper/6065-stochastic-online-auc-maximization conf/nips/2016 db/conf/nips/nips2016.html#YingWL16

Dawei Du Honggang Qi Longyin Wen Qi Tian 0001 Qingming Huang Siwei Lyu Geometric Hypergraph Learning for Visual Tracking. 2016 abs/1603.05930 CoRR http://arxiv.org/abs/1603.05930 db/journals/corr/corr1603.html#DuQWTHL16

Andrew Pulver Siwei Lyu LSTM with Working Memory. 2016 abs/1605.01988 CoRR http://arxiv.org/abs/1605.01988 db/journals/corr/corr1605.html#PulverL16

Baoyuan Wu Siwei Lyu Bao-Gang Hu Qiang Ji Multi-label learning with missing labels for image annotation and facial action unit recognition. 2279-2289 2015 48 Pattern Recognit. 7 https://doi.org/10.1016/j.patcog.2015.01.022 db/journals/pr/pr48.html#WuLHJ15

Ming-Ching Chang Honggang Qi Xin Wang 0045 Hong Cheng 0002 Siwei Lyu Fast Online Upper Body Pose Estimation from Video. 104.1-104.12 2015 BMVC https://doi.org/10.5244/C.29.104 conf/bmvc/2015 db/conf/bmvc/bmvc2015.html#ChangQWCL15 Xing Mei Weiming Dong Bao-Gang Hu Siwei Lyu UniHIST: A unified framework for image restoration with marginal histogram constraints. 3753-3761 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298999 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298999 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#MeiDHL15 Amanda S. Danko Siwei Lyu Fused methods for visual saliency estimation. 94050Z 2015 Image Processing: Machine Vision Applications https://doi.org/10.1117/12.2079626 conf/ei-ipmva/2015 db/conf/ei-ipmva/ei-ipmva2015.html#DankoL15 Yelin Kim Jixu Chen Ming-Ching Chang Xin Wang 0045 Emily Mower Provost Siwei Lyu Modeling transition patterns between events for temporal human action segmentation and classification. 1-8 2015 FG https://doi.org/10.1109/FG.2015.7163130 https://doi.ieeecomputersociety.org/10.1109/FG.2015.7163130 conf/fgr/2015 db/conf/fgr/fg2015.html#KimCCWPL15 Amanda S. Danko Siwei Lyu Better together: Fusing visual saliency methods for retrieving perceptually-similar images. 507-508 2015 ICCE https://doi.org/10.1109/ICCE.2015.7066502 conf/iccel/2015 db/conf/iccel/icce2015.html#DankoL15 Xing Mei Honggang Qi Bao-Gang Hu Siwei Lyu Improving Image Restoration with Soft-Rounding. 459-467 2015 ICCV https://doi.org/10.1109/ICCV.2015.60 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.60 conf/iccv/2015 db/conf/iccv/iccv2015.html#MeiQHL15 Baoyuan Wu Siwei Lyu Bernard Ghanem ML-MG: Multi-label Learning with Missing Labels Using a Mixed Graph. 4157-4165 2015 ICCV https://doi.org/10.1109/ICCV.2015.473 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.473 conf/iccv/2015 db/conf/iccv/iccv2015.html#WuLG15 Wenbo Li 0001 Longyin Wen Mooi Choo Chuah Siwei Lyu Category-Blind Human Action Recognition: A Practical Recognition System. 4444-4452 2015 ICCV https://doi.org/10.1109/ICCV.2015.505 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.505 conf/iccv/2015 db/conf/iccv/iccv2015.html#LiWCL15 Yueming Yang Ming-Ching Chang Peter H. Tu Siwei Lyu Seeing as it happens: Real time 3D video event visualization. 2875-2879 2015 ICIP https://doi.org/10.1109/ICIP.2015.7351328 conf/icip/2015 db/conf/icip/icip2015.html#YangCTL15 Shuai Li 0015 Siwei Lyu Jeff Trinkle State estimation for dynamic systems with intermittent contact. 3709-3715 2015 ICRA https://doi.org/10.1109/ICRA.2015.7139714 conf/icra/2015 db/conf/icra/icra2015.html#LiLT15 Shuai Li 0015 Siwei Lyu Jeff Trinkle Wolfram Burgard A comparative study of contact models for contact-aware state estimation. 5059-5064 2015 IROS https://doi.org/10.1109/IROS.2015.7354089 conf/iros/2015 db/conf/iros/iros2015.html#LiLTB15

Xing Mei Honggang Qi Bao-Gang Hu Siwei Lyu Improving Image Restoration with Soft-Rounding. 2015 abs/1508.05046 CoRR http://arxiv.org/abs/1508.05046 db/journals/corr/corr1508.html#MeiQHL15

Longyin Wen Dawei Du Zhaowei Cai Zhen Lei 0001 Ming-Ching Chang Honggang Qi Jongwoo Lim Ming-Hsuan Yang 0001 Siwei Lyu DETRAC: A New Benchmark and Protocol for Multi-Object Tracking. 2015 abs/1511.04136 CoRR http://arxiv.org/abs/1511.04136 db/journals/corr/corr1511.html#WenDCLCQLYL15

Siwei Lyu Xunyu Pan Xing Zhang Exposing Region Splicing Forgeries with Blind Local Noise Estimation. 202-221 2014 110 Int. J. Comput. Vis. 2 https://doi.org/10.1007/s11263-013-0688-y db/journals/ijcv/ijcv110.html#LyuPZ14

Xing Zhang Siwei Lyu Using Projection Kurtosis Concentration of Natural Images for Blind Noise Covariance Matrix Estimation. 2870-2876 2014 CVPR https://doi.org/10.1109/CVPR.2014.367 https://doi.ieeecomputersociety.org/10.1109/CVPR.2014.367 conf/cvpr/2014 db/conf/cvpr/cvpr2014.html#ZhangL14 Xing Zhang Siwei Lyu Variational EM Learning of DSBNs with Conditional Deep Boltzmann Machines. 257-264 2014 ICANN https://doi.org/10.1007/978-3-319-11179-7_33 conf/icann/2014 db/conf/icann/icann2014.html#ZhangL14 Xing Zhang Siwei Lyu Blind estimation of pixel brightness transform. 4472-4476 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025907 conf/icip/2014 db/conf/icip/icip2014.html#ZhangL14a Xing Mei Bao-Gang Hu Siwei Lyu Non-blind image restoration with symmetric generalized Pareto priors. 4477-4481 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025908 conf/icip/2014 db/conf/icip/icip2014.html#MeiHL14 Weiyi Sun Jianwei Zhang 0004 Hui Jin Siwei Lyu Analyzing Online Knowledge-Building Discourse Using Probabilistic Topic Models. 2014 ICLS https://repository.isls.org/handle/1/1200 conf/icls/2014 db/conf/icls/icls2014.html#Sun0JL14 Siwei Lyu An upper-bound on second-order dependency. 16-19 2013 ChinaSIP https://doi.org/10.1109/ChinaSIP.2013.6625288 conf/chinasip/2013 db/conf/chinasip/chinasip2013.html#Lyu13 Siwei Lyu Bayesian supervised learning with non-Gaussian latent variables. 659-663 2013 ChinaSIP https://doi.org/10.1109/ChinaSIP.2013.6625424 conf/chinasip/2013 db/conf/chinasip/chinasip2013.html#Lyu13a Baoyuan Wu Siwei Lyu Bao-Gang Hu Qiang Ji Simultaneous Clustering and Tracklet Linking for Multi-face Tracking in Videos. 2856-2863 2013 ICCV https://doi.org/10.1109/ICCV.2013.355 https://doi.ieeecomputersociety.org/10.1109/ICCV.2013.355 conf/iccv/2013 db/conf/iccv/iccv2013.html#WuLHJ13 Li Zhang 0130 Siwei Lyu Jeff Trinkle A dynamic Bayesian approach to real-time estimation and filtering in grasp acquisition. 85-92 2013 ICRA https://doi.org/10.1109/ICRA.2013.6630560 conf/icra/2013 db/conf/icra/icra2013.html#ZhangLT13 Zuoguan Wang Siwei Lyu Gerwin Schalk Qiang Ji Deep Feature Learning Using Target Priors with Applications in ECoG Signal Decoding for BCI. 2013 IJCAI http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6680 http://ijcai.org/Abstract/13/264 conf/ijcai/2013 db/conf/ijcai/ijcai2013.html#WangLSJ13 1785-1791 Siwei Lyu Xin Wang 0045 On Algorithms for Sparse Multi-factor NMF. 602-610 2013 NIPS https://proceedings.neurips.cc/paper/2013/hash/bac9162b47c56fc8a4d2a519803d51b3-Abstract.html http://papers.nips.cc/paper/5141-on-algorithms-for-sparse-multi-factor-nmf conf/nips/2013 db/conf/nips/nips2013.html#LyuW13 Jixu Chen Xiaoming Liu 0002 Siwei Lyu Boosting with Side Information. 563-577 2012 conf/accv/2012-1 ACCV (1) https://doi.org/10.1007/978-3-642-37331-2_43 db/conf/accv/accv2012-1.html#ChenLL12 Xunyu Pan Xing Zhang Siwei Lyu Detecting splicing in digital audios using local noise level estimation. 1841-1844 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6288260 conf/icassp/2012 db/conf/icassp/icassp2012.html#PanZL12 Xunyu Pan Xing Zhang Siwei Lyu Exposing image splicing with inconsistent local noise variances. 1-10 2012 ICCP https://doi.org/10.1109/ICCPhot.2012.6215223 https://doi.ieeecomputersociety.org/10.1109/ICCPhot.2012.6215223 conf/iccp/2012 db/conf/iccp/iccp2012.html#PanZL12 Xunyu Pan Xing Zhang Siwei Lyu Blind local noise estimation for medical images reconstructed from rapid acquisition. 83143R 2012 Image Processing https://doi.org/10.1117/12.910857 conf/miip/2012 db/conf/miip/miip2012.html#PanZL12 Zuoguan Wang Siwei Lyu Gerwin Schalk Qiang Ji Learning with Target Prior. 2240-2248 2012 NIPS https://proceedings.neurips.cc/paper/2012/hash/c9f95a0a5af052bffce5c89917335f67-Abstract.html http://papers.nips.cc/paper/4849-learning-with-target-prior conf/nips/2012 db/conf/nips/nips2012.html#WangLSJ12

Siwei Lyu Interpretation and Generalization of Score Matching http://arxiv.org/abs/1205.2629 2012 CoRR abs/1205.2629 db/journals/corr/corr1205.html#abs-1205-2629

Siwei Lyu Dependency Reduction with Divisive Normalization: Justification and Effectiveness. 2942-2973 2011 23 Neural Comput. 11 https://doi.org/10.1162/NECO_a_00197 https://www.wikidata.org/entity/Q48944333 db/journals/neco/neco23.html#Lyu11

Xunyu Pan Xing Zhang Siwei Lyu Exposing image forgery with blind noise estimation. 15-20 2011 MM&Sec https://doi.org/10.1145/2037252.2037256 conf/mmsec/2011 db/conf/mmsec/mmsec2011.html#PanZL11 Siwei Lyu Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction. 64-72 2011 NIPS https://proceedings.neurips.cc/paper/2011/hash/a3f390d88e4c41f2747bfa2f1b5f87db-Abstract.html http://papers.nips.cc/paper/4456-unifying-non-maximum-likelihood-learning-objectives-with-minimum-kl-contraction conf/nips/2011 db/conf/nips/nips2011.html#Lyu11

Xunyu Pan Siwei Lyu Region Duplication Detection Using Image Feature Matching. 857-867 2010 5 IEEE Trans. Inf. Forensics Secur. 4 https://doi.org/10.1109/TIFS.2010.2078506 db/journals/tifs/tifs5.html#PanL10

Xunyu Pan Siwei Lyu Detecting image region duplication using SIFT features. 1706-1709 2010 ICASSP https://doi.org/10.1109/ICASSP.2010.5495482 conf/icassp/2010 db/conf/icassp/icassp2010.html#PanL10 Siwei Lyu Nonnegative matrix factorization with matrix exponentiation. 2038-2041 2010 ICASSP https://doi.org/10.1109/ICASSP.2010.5494975 conf/icassp/2010 db/conf/icassp/icassp2010.html#Lyu10 Siwei Lyu Estimating vignetting function from a single image for image authentication. 3-12 2010 MM&Sec https://doi.org/10.1145/1854229.1854233 conf/mmsec/2010 db/conf/mmsec/mmsec2010.html#Lyu10 Siwei Lyu Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform. 1522-1530 2010 NIPS https://proceedings.neurips.cc/paper/2010/hash/f033ab37c30201f73f142449d037028d-Abstract.html http://papers.nips.cc/paper/4065-divisive-normalization-justification-and-effectiveness-as-efficient-coding-transform conf/nips/2010 db/conf/nips/nips2010.html#Lyu10

Siwei Lyu Eero P. Simoncelli Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization. 1485-1519 2009 21 Neural Comput. 6 https://doi.org/10.1162/neco.2009.04-08-773 https://www.wikidata.org/entity/Q30501510 db/journals/neco/neco21.html#LyuS09

Siwei Lyu Eero P. Simoncelli Modeling Multiscale Subbands of Photographic Images with Fields of Gaussian Scale Mixtures. 693-706 2009 31 IEEE Trans. Pattern Anal. Mach. Intell. 4 https://doi.org/10.1109/TPAMI.2008.107 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2008.107 https://www.wikidata.org/entity/Q43081262 db/journals/pami/pami31.html#LyuS09

Siwei Lyu An implicit Markov random field model for the multi-scale oriented representations of natural images. 1919-1925 2009 CVPR https://doi.org/10.1109/CVPR.2009.5206797 https://doi.org/10.1109/CVPRW.2009.5206797 https://doi.ieeecomputersociety.org/10.1109/CVPR.2009.5206797 conf/cvpr/2009 db/conf/cvpr/cvpr2009.html#Lyu09 Siwei Lyu Interpretation and Generalization of Score Matching. 359-366 2009 UAI https://www.auai.org/uai2009/papers/UAI2009_0038_eea54b650551aae9e283826469b48828.pdf conf/uai/2009 db/conf/uai/uai2009.html#Lyu09 Siwei Lyu Natural image statistics in digital image forensics. 2008 Dartmouth College 1-102 978-3-8364-5553-4 https://d-nb.info/991436431 https://digitalcommons.dartmouth.edu/dissertations/12 Siwei Lyu Eero P. Simoncelli Nonlinear image representation using divisive normalization. 2008 CVPR https://doi.org/10.1109/CVPR.2008.4587821 https://doi.ieeecomputersociety.org/10.1109/CVPR.2008.4587821 https://www.wikidata.org/entity/Q41882276 conf/cvpr/2008 db/conf/cvpr/cvpr2008.html#LyuS08 Siwei Lyu Eero P. Simoncelli Reducing statistical dependencies in natural signals using radial Gaussianization. 1009-1016 2008 NIPS https://proceedings.neurips.cc/paper/2008/hash/da4fb5c6e93e74d3df8527599fa62642-Abstract.html http://papers.nips.cc/paper/3521-reducing-statistical-dependencies-in-natural-signals-using-radial-gaussianization conf/nips/2008 db/conf/nips/nips2008.html#LyuS08 Siwei Lyu Eero P. Simoncelli Statistically and perceptually motivated nonlinear image representation. 649207 2007 Human Vision and Electronic Imaging https://doi.org/10.1117/12.720848 conf/hvei/2007 db/conf/hvei/hvei2007.html#LyuS07

Siwei Lyu Hany Farid Steganalysis using higher-order image statistics. 111-119 2006 1 IEEE Trans. Inf. Forensics Secur. 1 https://doi.org/10.1109/TIFS.2005.863485 db/journals/tifs/tifs1.html#LyuF06

Siwei Lyu Eero P. Simoncelli Statistical Modeling of Images with Fields of Gaussian Scale Mixtures. 945-952 2006 conf/nips/2006 NIPS https://proceedings.neurips.cc/paper/2006/hash/3fd60983292458bf7dee75f12d5e9e05-Abstract.html http://papers.nips.cc/paper/3042-statistical-modeling-of-images-with-fields-of-gaussian-scale-mixtures db/conf/nips/nips2006.html#LyuS06

Siwei Lyu Hany Farid How realistic is photorealistic? 845-850 2005 53 IEEE Trans. Signal Process. 2-2 https://doi.org/10.1109/TSP.2004.839896(410)53 db/journals/tsp/tsp53.html#LyuF05

Siwei Lyu Mercer Kernels for Object Recognition with Local Features. 223-229 2005 conf/cvpr/2005 CVPR (2) https://doi.org/10.1109/CVPR.2005.223 https://doi.ieeecomputersociety.org/10.1109/CVPR.2005.223 db/conf/cvpr/cvpr2005.html#Lyu05a Siwei Lyu Infomax Boosting. 533-538 2005 conf/cvpr/2005 CVPR (1) https://doi.org/10.1109/CVPR.2005.187 https://doi.ieeecomputersociety.org/10.1109/CVPR.2005.187 db/conf/cvpr/cvpr2005.html#Lyu05 Siwei Lyu A Kernel Between Unordered Sets of Data: The Gaussian Mixture Approach. 255-267 2005 conf/ecml/2005 ECML https://doi.org/10.1007/11564096_27 db/conf/ecml/ecml2005.html#Lyu05 Siwei Lyu Automatic image orientation determination with natural image statistics. 491-494 2005 conf/mm/2005 ACM Multimedia https://doi.org/10.1145/1101149.1101259 db/conf/mm/mm2005.html#Lyu05 Micah K. Johnson Siwei Lyu Hany Farid Steganalysis of recorded speech. 664-672 2005 conf/sswmc/2005 Security, Steganography, and Watermarking of Multimedia Contents db/conf/sswmc/sswmc2005.html#JohnsonLF05 https://doi.org/10.1117/12.586941

Siwei Lyu Daniel N. Rockmore Hany Farid A digital technique for art authentication. 17006-17010 2004 101 Proc. Natl. Acad. Sci. USA 49 https://doi.org/10.1073/pnas.0406398101 https://www.wikidata.org/entity/Q37704725 db/journals/pnas/pnas101.html#LyuRF04

Siwei Lyu Hany Farid Steganalysis using color wavelet statistics and one-class support vector machines. 35-45 2004 conf/sswmc/2004 Security, Steganography, and Watermarking of Multimedia Contents db/conf/sswmc/sswmc2004.html#LyuF04 https://doi.org/10.1117/12.526012 Hany Farid Siwei Lyu Higher-order Wavelet Statistics and their Application to Digital Forensics. 94 2003 CVPR Workshops https://doi.org/10.1109/CVPRW.2003.10093 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2003.10093 conf/cvpr/2003w db/conf/cvpr/cvprw2003.html#FaridL03 Siwei Lyu Hany Farid Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines. 340-354 2002 conf/ih/2002 Information Hiding https://doi.org/10.1007/3-540-36415-3_22 db/conf/ih/ih2002.html#LyuF02 Oliver Acatay Shruti Agarwal Jörgen Ahlberg Zahid Akhtar Osman Akin Noor Al-ShakarjiNoor M. Al-Shakarji A. Aydin Alatan Ehab AlBadawy Ehab A. AlBadawy Mir Basheer Ali Sikandar Amin Yasin Amini David C. Anastasiu Dmitriy Anisimov Michael Arens Vishal Asnani Pradeep K. Atrey Jang-Woon Baek Mooyeol Baek Junjie Bai Guilherme Sousa Bastos Francesco Battistone Stefan Becker Amanda Berg Luca Bertinetto Goutam Bhat Xian Bian Xiao Bian Horst Bischof Liefeng Bo Erik Bochinski Martin Boissier 0002 Fadi Boutros Richard Bowden Meltem Brandlmaier Filiz Bunyak Wolfram Burgard Christoph Busch 0001 Jialing Cai Minjie Cai Qixuan Cai Yu Cai Yuanqiang Cai Zexiong Cai Zhaowei Cai Kunlin Cao Yang Cao 0010 Pierluigi Carcagnì Luka CehovinLuka Cehovin Zajc Pranamesh Chakraborty Chang-Ming Chang Hua-En Chang Hyung Jin Chang Ming-Ching Chang Mihir Chauhan Vu-Gia-Hy Che Rama Chellappa Baicheng Chen Baijun Chen Baoying Chen Boyu Chen Chun Chen 0001 Dapeng Chen Defang Chen 0001 Genlang Chen George H. Chen Han Chen Hao Chen I-Hsiang Chen Jiawei Chen 0007 Jixu Chen Kai Chen 0023 Liang Chen Liping Chen Peng Chen Ping-Yang Chen Wei-Ting Chen Weidong Chen Xingyu Chen Yi-Chung Chen Yize Chen Yu Chen Yucheng Chen 0003 Yuefeng Chen Yupeng Chen Zhenzhong Chen Hong Cheng 0002 Zhizhen Chi Yuan-Chun Chiang Jaeil Cho Doo-Hyun Choi Jin Young Choi 0002 Jongwon Choi 0002 Sunglok Choi Fu-Jen Chu Mooi Choo Chuah Heaseo Chung Yun-Su Chung Marco Del Coco Rémi Cogranne Xinjie Cui Jiao Dai Xinan Dai Naser Damer Martin Danelljan Dinh-Quoc-Trung Dang Antitza Dantcheva Soumyya Kanti Datta Héctor Delgado Yiannis Demiris Weijian Deng Naresh Kumar Devulapally Feng Ding 0007 Tien Ba Dinh David S. Doermann Jiahua Dong Jiangxin Dong Jing Dong 0003 Junyu Dong Lu Dong 0004 Weiming Dong Xiaoyi Dong Isabela Drummond Dalong Du Dawei Du Junping Du 0001 Zhibo Du Jayanta Dutta Isao Echizen Volker Eiselein Abdelrahman Eldesokey Aykut Erdem Erkut Erdem Nicholas W. D. Evans Bing Fan Haoqiang Fan Hongxing Fan Nana Fan Qinrui Fan Xianjun Fan Yanbo Fan Yingruo Fan Zheng Fang Hany Farid Matt Feiszli Michael Felsberg Chengming Feng Jiayi Feng Syeda Nyma Ferdous Amanda S. FernandezAmanda S. Danko Gustavo Fernández Julian FierrezJulian Fiérrez Xiaomeng Fu Xueyang Fu Ying Fu 0003 Fabio Galasso Zhe Gan Feng Gao Jerry Zeyu Gao Jianfeng Gao 0001 Jin Gao Junyu Gao 0002 Ke Gao 0003 Mingchen Gao Yangcheng Gao Álvaro García-Martín Lin Ge Garas Gendy Bernard Ghanem Andrew Gibiansky Pierre Gleize Stuart Golodetz Cheng Gong Luc Van Gool Rama Krishna Sai S. GorthiGorthi R. K. Sai Subrahmanyam Klemen Grm Haiying Guan Weinan Guan Erhan Gundogdu Hanjie Guo Hui Guo Jun Guo Abhinav Gupta 0001 Gourav Gupta Simon Hadfield Gustav Häger Binnan Han Bohyung Han Guang Han Jizhong Han Mingyan Han Tingfeng Han Mohammad Abuzar Hashemi Guanghui He Qing He Ran He 0001 Shan He Xiaodong He 0001 Zhaofeng He 0001 Zhenyu He 0001 Zhiqun He João F. Henriques Jingchao Hou Shuwei Hou Chia-Hsuan Hsieh Jun-Wei Hsieh Bao-Gang Hu Baochen Hu Chuanbo Hu Gehan Hu Jing Hu 0009 Jinrong Hu Jun Hu Kang Hu Qinghua Hu Shu Hu 0001 Tao Hu 0011 Weiming Hu 0004 Yanjie Hu Chang Huang Dingjiang Huang Feiyue Huang Guan Huang 0003 Jiwu Huang Junrui Huang Mingzhen Huang Peng Huang Qingming Huang Qiuyuan Huang Tingting Huang Xiaomeng Huang Yao-Hui Huang Yongzhen Huang Zhi-Kai Huang Wolfgang Hübner 0001 Jenq-Neng Hwang Cassandra L. Jacobs Vamsi Jagarlamudi Vamsi Jagrlamudi Farhang Jaryani Catherine Jasserand Hyeran Jeon Moongu Jeon Jae-chan Jeong Jiyeoup Jeong Myeonghun Jeong Kaiyi Ji Qiang Ji Ruyi Ji Fan Jia Shan Jia Chengzhi Jiang Junjun Jiang Junpeng Jiang Ting Jiang Yue Jiang Zhicheng Jiao Hongxia Jin Hui Jin Kangjun Jin Zhenchao Jin Hongyan Jing Micah K. Johnson Yan Ju Jee-Weon JungJee-weon Jung Sumithra Kakanuru Tarmo Kalvet Nikolay Kalyazin Minsung Kang Xiangui Kang Lipeng Ke Fahad Shahbaz Khan Muhammad Haris Khan Tatiana Khanova Daijin Kim 0001 Ji-Wan Kim Kwang-Ju Kim Pyong-Kun Kim Yelin Kim Els Kindt Tomi Kinnunen Kris Makoto KitaniKris M. KitaniKris Kitani Bin Kong 0001 Yan Kong Sebastian Bernd Krah Matej Kristan Arjan Kuijper Ivan Kukanov Sy-Yen Kuo Tino Kutschbach Sam Kwong Robert Laganière Xiangyuan Lan Jochen Lang 0001 Martin Lauer Karel Lebeda Hyemin Lee Jae-Yeong Lee Jong Taek Lee Kong-Aik LeeKong Aik Lee Tong-Yee Lee Yunwen Lei Zhen Lei 0001 Ales Leonardis Ao Li 0007 Baiang Li Bin Li 0011 Congcong Li Guorong Li Haiqing Li Hongdong Li Houqiang Li Hui Li Linze Li 0001 Longkang Li Mingxi Li Peihua Li Qi Li 0005 Shengkun Li Shuai Li 0015 Siyi Li Stan Z. Li Tianrui Li 0001 Wenbo Li 0001 Xiaodan Li Xiaojie Li 0001 Xiaoxing Li Xin Li 0005 Xin Li 0034 Xin Li 0079 Xinpeng Li 0002 Yang Li 0041 Yawei Li 0001 Yiming Li 0004 Yingcan Li Youwei Li Yuezun Li Zongling Li Jian Liang 0001 Kevin J. Liang Bohao Liao Quanyu Liao Jongwoo Lim Kil-Taek Lim Ser-Nam LimSer Nam Lim Young-Chul Lim Chingsheng Lin Dizhong Lin Li Lin Wenjie Lin Hefei Ling Bin Liu 0014 Boyuan Liu Chun-Hao Liu Dan Liu Jin Liu 0020 Jingyu Liu 0004 Kaikai Liu Li Liu 0036 Mengyang Liu Ming-Yu Liu 0001 Nian Liu Qingshan Liu 0001 Risheng Liu Shuaicheng Liu Tianbao Liu Tianle Liu Wei Liu 0005 Wei Liu 0044 Xianming Liu 0005 Xiaoming Liu 0002 Xin Liu Xuechen Liu 0001 Yingfeng Liu Vishnu Suresh Lokhande Changlei Lu Huchuan Lu Jiucui Lu Tianhao Lu Yao Lu 0028 Yi Lu 0019 Zengtong Lu Tianyu Luan Alan Lukezic Anwei Luo Ao Luo Jinting Luo Lei Luo 0003 Shenghai Luo Tiejian Luo Yuhao Luo 0002 Ziwei Luo 0002 Florian Lux Jiancheng Lv 0001 Reilin Lyu Andy Jinhua Ma Chongyang Ma Haoyu Ma Kede Ma Wenzhuo Ma Sébastien Le Maguer Soumi Maiti Antoine Manzanera Yanyu Mao Mario Edoardo Maresca Brais Martínez Jiri Matas Thomas Mauthner Henry Medeiros 0001 Jian-Ping Mei Xing Mei Simone Melzi Alireza MemarmoghaddamAlireza Memarmoghadam Haiteng Meng Changtao Miao Krystian Mikolajczyk Ondrej Miksik Deepak Mishra 0002 Seyed Naeim Moafinejad Payman Moallem Bogdan Cosmin MocanuBogdan Mocanu Andres Solis MonteroAndrés Solís Montero Kiyoung Moon Aythami Morales Jawad Muhammad Andrej Muhic Matthias Müller 0011Matthias Mueller 0001 Nicolas Müller Imran Mumtaz Bharti Munjal Sneha Muppalla Koki Nagano Hyeonseob Nam Milind Naphade Samaneh Salehi Nasab Michael Natole Huy H. Nguyen Rafael Martin Nieto Anita Nikolich Morteza Noshad Jana Noskova Jalil Nourmohammadi-Khiarak Ifeoma Nwogu Javier Ortega-Garcia Mingyu Ouyang Koray Ozcan Kannappan Palaniappan Erlin Pan Jiahao Pan Jinshan Pan Xunyu Pan Abhineet Kumar Pandey Peter Peer Rengarajan Pelapur Bo Peng 0002 Honghong Peng Kuan-Chuan Peng Long Peng 0003 Alfredo Petrosino Roman P. Pflugfelder Mahdieh Poostchi Fatih Porikli Horst Possegger Ian Pradhan Leon Premk Tony P. Pridmore Emily Mower Provost Wenbo Pu Andrew Pulver Honggang Qi Yuankai Qi Lei Qin Kiran B. Raja Naveen Ramakrishnan Bina Ramamurthy Tanvi Ranga Madan Kumar Rapuru Christian Rathgeb Jiahuan Ren Wenqi Ren Andreas Robinson Daniel N. Rockmore Giorgio Roffo Sergio Romero-Tapiador Phil Rose Peter Rot Nabil Sabor Md. Sahidullah José María Martínez SanchezJosé M. Martínez 0001 Vincenzo Santopietro Arpita Samanta Santra Abhishek Satbhai Gerwin Schalk Arne Schumann Guna Seetharaman Pedro Senna Tobias Senst Mohammad Abuzar Shaikh Anuj Sharma 0001 Chunhua Shen Zhangyi Shen Yankai Sheng Canghong Shi Gege Shi Hailin Shi Jingpeng Shi Xueyu Shi Hye-Jin ShimHye-jin Shim Zhikun Shuai Zhaofeng Si Thomas Sikora Eero P. Simoncelli Vishwanath Pratap Singh Lars Wilko SommerLars Sommer Luchuan Song Nenghui Song Qi Song 0001 Rui Song 0006 Young-min Song Sargur N. Srihari Rustam Stolkin Vitomir Struc Po-Chi Su Chengzhe Sun 0001 Chong Sun Haodong Sun Long Sun Peng Sun 0011 Pu Sun 0001 Shanhui Sun Weiyi Sun Wujie Sun Ye Sun Zhenan Sun Hemlata Tak Hao Tang Jinhui Tang 0001 Ming Tang 0001 Zheng Tang Wenbing Tao Juan E. Tapia Ruxandra Tapu Bugra Tekin Daniel Tian Jiahe Tian Qi Tian 0001 Qichuan Tian Wei Tian 0001 Marek Tiits Radu Timofte Massimiliano Todisco Ruben Tolosana Philip Torr 0001Philip H. S. Torr Antoine Tran Jeffrey C. TrinkleJeff Trinkle Juan Ramón Troncoso-Pastoriza Ting Yu Tsai Peter H. Tu Andres Valenzuela Jack Valmadre Michel F. Valstar Anton Varfolomieiev Kush R. Varshney Andrea Vedaldi Erik Velasco-Salido Pallavi M. Venugopal Rubén Vera-Rodríguez Luisa Verdoliva Matej Vitek Tomás VojírTomas Vojir Dmitry Vyal Ryan Walsh Bor-Shiun Wang Caiyong Wang Can Wang 0001 Hong Wang 0014 Hongbin Wang 0006 Jiayi Wang Jing Wang Junbao Wang Lan Wang Li Wang 0033 Liang Wang 0001 Lijun Wang Naiyan Wang Ning Wang 0020 Qi Wang Qian Wang Qiang Wang 0051 Qilong Wang 0001 Ruotong Wang 0008 Shuhui Wang Shuo Wang Wei Wang 0025 Weiqiang Wang 0001 Weiyao Wang 0001 Xi Wang Xi Wang 0014 Xiaomeng Wang Xin Wang Xin Wang 0001 Xin Wang 0037 Xin Wang 0045 Yan Wang Yang Wang Yifan Wang 0004 Yucong Wang Yunlong Wang 0003 Zhibo Wang 0001 Zuoguan Wang Nattachai Watcharapinchai Sitapa WatcharapinchaiSitapa Rujikietgumjorn Yi Wei Yi Wei 0006 Longyin Wen Shizhuang Weng Shuchen Weng Cheng-Shih Wong Baoyuan Wu Chengxu Wu Dongliang Wu Eric Wu Gang Wu 0010 Guanzong Wu Huihai Wu Huijie Wu Jilong Wu Qi Wu 0017 Shou-Fang Wu Tao Wu 0010 Xi Wu 0004 Xiaoyan Wu Xinyu Wu Yanjun Wu Yi Wu Yu-Liang Wu Zhijian Wu Zhuoyuan Wu Chaoyang Xia Wei Xiang Yanfei Xiang Jingjing Xiao Chengxing Xie Nianhao Xie Yunxu Xie Junliang Xing Yifan Xing Wantong Xiong Changsheng Xu Ke Xu Linghan Xu Qijie Xu Zhan Xu Zhiliang Xu Hongfei Xue Xiangyang Xue 0001 Zhe Xue Qianru Xv Junichi Yamagishi Youliang Yan Zhe Yan Zhiyuan Yan 0002 Fan Yang 0054 Hao-Hsiang Yang Jingfu Yang Lingxiao Yang Ming-Hsuan Yang 0001 Shanmin Yang Tianle Yang Wei Yang 0006 Xin Yang 0008 Yang Yang 0062 Yifan Yang Yueming Yang Zhenhuan Yang Zhongbao Yang Shizeng Yao Ye Yao 0003 Yutong Yao Hao Ye 0005 Dit-Yan Yeung Daheng Yin Xuanwu Yin Youbing Yin Yiming Ying Baosheng Yu Cai Yu Gaocheng Yu Hongyuan Yu Jingjing Yu Lei Yu Qifeng Yu Weichen Yu Xianguo Yu Xiaoyi Yu Yue Yu Hongjie Yuan Junsong Yuan 0001 Xinhang Yuan Zejian Yuan Pong C. Yuen Titus Zaharia Yongyi Zang Hui Zeng 0002 Shao Zeng Zhengjun ZhaZheng-Jun Zha Yuanhao Zhai 0001 Yibing Zhan Zheyuan Zhan Cong Zhang David Zhang 0001 Feng Zhang Guosheng Zhang Hao Zhang Heng Zhang 0042 Hongbao Zhang Hongliang Zhang Jiale Zhang Jianwei Zhang 0004 Jin Zhang 0044 Junxi Zhang Kunbo Zhang Lei Zhang 0001 Lei Zhang 0006 Li Zhang 0130 Libo Zhang 0001 Mengdan Zhang Menghan Zhang Min Zhang Mingjian Zhang Na Zhang Neil Zhang Nihao Zhang Pengchuan Zhang Qi Zhang 0015 Shaoting Zhang 0001 Shengping Zhang Shifeng Zhang Tianlin Zhang Tianzhu Zhang 0001 Wangyou Zhang Xian Zhang 0008 Xiaolin Zhang Xiaoming Zhang 0008 Xiaopeng Zhang 0001 Xiaoyu Zhang 0002 Xing Zhang Xinhui Zhang Xinpeng Zhang 0001 Yi Zhang 0070 Yiwen Zhang Yong Zhang 0034 You Zhang Yuantong Zhang Yuhang Zhang Yulun Zhang 0001 Yuqi Zhang 0001 Zhao Zhang 0001 Zhipeng Zhang Chen Zhao 0024 Fei Zhao 0008 Guangliang Zhao Kangran Zhao Suiyi Zhao Xiaole Zhao Zhenghe Zhao Hanyou Zheng Huan Zheng Mingjun Zheng Peng Zheng Yingbin Zheng Ding-Xuan Zhou Jiaran Zhou Riky Zhou Ruiye Zhou Wei Zhou Wengang Zhou 0001 Yicong Zhou Yingbin Zhou Zhenyu Zhou Zhiyong Zhou Zhou Zhou 0009 Bin B. ZhuBin Zhu 0008 Ce Zhu Delong Zhu 0002 Gao Zhu Ge Zhu Guopu Zhu Hongtu Zhu Jianke Zhu Jinchen Zhu Pengfei Zhu 0001 Xinyu Zhu Yurui Zhu Zheng Zhu Zihao Zhu 0001 Junfei Zhuang Wanyi Zhuang Magauiya Zhussip Mian Zou Wei Zou Xueyi Zou Yajun Zou Kunlong Zuo