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Siyuan Liang
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2020 – today
- 2024
- [j9]Feng Zhou, Jicheng Yu
, Xiaodong Yin
Mid-Infrared Hollow-Core Waveguide Gas Sensor for Low-Concentration Sulfur Hexafluor Detection. IEEE Access 12: 10886-10892 (2024) - [j8]Xiaodong Yin, Siyuan Liang, Jicheng Yu
CNN-Based Digital Twin Model for Ultra-High Voltage Direct Current System Loss Measurement. IEEE Access 12: 70480-70488 (2024) - [j7]Han Zhang, Yiping Dang, Yazhou Zhang
Chinese nested entity recognition method for the finance domain based on heterogeneous graph network. Inf. Process. Manag. 61(5): 103812 (2024) - [c41]Cong Wang, Jinshan Pan, Wei Wang, Gang Fu, Siyuan Liang, Mengzhu Wang, Xiao-Ming Wu, Jun Liu:
Correlation Matching Transformation Transformers for UHD Image Restoration. AAAI 2024: 5336-5344 - [c40]Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao:
Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI 2024: 19893-19901 - [c39]Longkang Li, Siyuan Liang, Zihao Zhu, Chris Ding, Hongyuan Zha, Baoyuan Wu:
Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning. AAAI 2024: 20185-20193 - [c38]Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao:
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds. CVPR 2024: 24326-24335 - [c37]Siyuan Liang, Mingli Zhu, Aishan Liu, Baoyuan Wu, Xiaochun Cao, Ee-Chien Chang:
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning. CVPR 2024: 24645-24654 - [c36]Siyuan Liang
LaMUX: Optimized Logic-Gate-Enabled High-Performance Microfluidic Multiplexer Design. DAC 2024: 197:1-197:6 - [c35]Mengchu Li
Late Breaking Results: Efficient Built-in Self-Test for Microfluidic Large-Scale Integration (mLSI). DAC 2024: 340:1-340:2 - [c34]Ruoyu Chen, Hua Zhang, Siyuan Liang, Jingzhi Li, Xiaochun Cao:
Less is More: Fewer Interpretable Region via Submodular Subset Selection. ICLR 2024 - [c33]Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao:
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection. ICLR 2024 - [c32]Xianda Zhang, Siyuan Liang
Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis. ICPR (24) 2024: 343-358 - [c31]Xinwei Zhang
Towards Robust Physical-world Backdoor Attacks on Lane Detection. ACM Multimedia 2024: 5131-5140 - [c30]Tianyuan Zhang
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions. ACM Multimedia 2024: 5403-5412 - [c29]Xinwei Liu
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning. ACM Multimedia 2024: 8024-8033 - [c28]Siyuan Liang, Xuguang Li, Guodong Duan:
Random Error Elimination Algorithm of Microelectromechanical Gyroscope Array. VTC Spring 2024: 1-6 - [i44]Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao:
Does Few-shot Learning Suffer from Backdoor Attacks? CoRR abs/2401.01377 (2024) - [i43]Ruoyu Chen, Hua Zhang, Siyuan Liang, Jingzhi Li, Xiaochun Cao:
Less is More: Fewer Interpretable Region via Submodular Subset Selection. CoRR abs/2402.09164 (2024) - [i42]Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao:
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection. CoRR abs/2402.11473 (2024) - [i41]Jiawei Liang, Siyuan Liang, Man Luo, Aishan Liu, Dongchen Han, Ee-Chien Chang, Xiaochun Cao:
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models. CoRR abs/2402.13851 (2024) - [i40]Xiaoxia Li, Siyuan Liang, Jiyi Zhang, Han Fang, Aishan Liu, Ee-Chien Chang:
Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs. CoRR abs/2402.14872 (2024) - [i39]Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao:
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds. CoRR abs/2403.05247 (2024) - [i38]Siyuan Liang, Kuanrong Liu, Jiajun Gong, Jiawei Liang, Yuan Xun, Ee-Chien Chang, Xiaochun Cao:
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning. CoRR abs/2403.16257 (2024) - [i37]Siyuan Liang, Wei Wang, Ruoyu Chen, Aishan Liu, Boxi Wu, Ee-Chien Chang, Xiaochun Cao, Dacheng Tao:
Object Detectors in the Open Environment: Challenges, Solutions, and Outlook. CoRR abs/2403.16271 (2024) - [i36]Xinwei Zhang, Aishan Liu, Tianyuan Zhang, Siyuan Liang, Xianglong Liu:
Towards Robust Physical-world Backdoor Attacks on Lane Detection. CoRR abs/2405.05553 (2024) - [i35]Dehong Kong, Siyuan Liang, Wenqi Ren:
Environmental Matching Attack Against Unmanned Aerial Vehicles Object Detection. CoRR abs/2405.07595 (2024) - [i34]Mingli Zhu, Siyuan Liang, Baoyuan Wu:
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack. CoRR abs/2405.16134 (2024) - [i33]Cong Wang, Jinshan Pan, Wei Wang, Gang Fu, Siyuan Liang, Mengzhu Wang, Xiao-Ming Wu, Jun Liu:
Correlation Matching Transformation Transformers for UHD Image Restoration. CoRR abs/2406.00629 (2024) - [i32]Tianyuan Zhang, Lu Wang, Hainan Li, Yisong Xiao, Siyuan Liang, Aishan Liu, Xianglong Liu, Dacheng Tao:
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions. CoRR abs/2406.00934 (2024) - [i31]Zonghao Ying, Aishan Liu, Tianyuan Zhang, Zhengmin Yu, Siyuan Liang, Xianglong Liu, Dacheng Tao:
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt. CoRR abs/2406.04031 (2024) - [i30]Siyuan Liang, Jiawei Liang, Tianyu Pang
Revisiting Backdoor Attacks against Large Vision-Language Models. CoRR abs/2406.18844 (2024) - [i29]Yisong Xiao, Aishan Liu, QianJia Cheng, Zhenfei Yin, Siyuan Liang, Jiapeng Li, Jing Shao, Xianglong Liu, Dacheng Tao:
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing. CoRR abs/2407.00600 (2024) - [i28]Xinwei Liu, Xiaojun Jia, Yuan Xun, Siyuan Liang, Xiaochun Cao:
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning. CoRR abs/2407.16307 (2024) - [i27]Aishan Liu, Yuguang Zhou, Xianglong Liu, Tianyuan Zhang, Siyuan Liang, Jiakai Wang, Yanjun Pu, Tianlin Li, Junqi Zhang, Wenbo Zhou, Qing Guo, Dacheng Tao:
Compromising Embodied Agents with Contextual Backdoor Attacks. CoRR abs/2408.02882 (2024) - [i26]Tianyuan Zhang, Lu Wang, Jiaqi Kang, Xinwei Zhang, Siyuan Liang, Yuwei Chen, Aishan Liu, Xianglong Liu:
Module-wise Adaptive Adversarial Training for End-to-end Autonomous Driving. CoRR abs/2409.07321 (2024) - [i25]Junhao Kuang, Siyuan Liang, Jiawei Liang, Kuanrong Liu, Xiaochun Cao:
Adversarial Backdoor Defense in CLIP. CoRR abs/2409.15968 (2024) - [i24]Xianda Zhang, Siyuan Liang:
Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis. CoRR abs/2409.16057 (2024) - [i23]Kuanrong Liu, Siyuan Liang, Jiawei Liang, Pengwen Dai, Xiaochun Cao:
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats. CoRR abs/2409.19526 (2024) - [i22]Dehong Kong, Siyuan Liang, Xiaopeng Zhu, Yuansheng Zhong, Wenqi Ren:
Patch is Enough: Naturalistic Adversarial Patch against Vision-Language Pre-training Models. CoRR abs/2410.04884 (2024) - [i21]Zheng Yi Ho, Siyuan Liang, Sen Zhang, Yibing Zhan, Dacheng Tao:
NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models. CoRR abs/2410.08970 (2024) - [i20]Zonghao Ying, Aishan Liu, Siyuan Liang, Lei Huang, Jinyang Guo, Wenbo Zhou, Xianglong Liu, Dacheng Tao:
SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models. CoRR abs/2410.18927 (2024) - 2023
- [j6]Jicheng Yu
Real-Time Monitoring Method for Thyristor Losses in Ultra High Voltage Converter Station Based on Wavelet Optimized GA-BP Neural Network. IEEE Access 11: 109553-109563 (2023) - [j5]Bingjie Zhang
A classification algorithm based on improved meta learning and transfer learning for few-shot medical images. IET Image Process. 17(12): 3589-3598 (2023) - [j4]Siyuan Liang, Rongrong Chen
Deep learning-based lightweight radar target detection method. J. Real Time Image Process. 20(4): 61 (2023) - [j3]Jingzhi Li
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps. IEEE Trans. Inf. Forensics Secur. 18: 3632-3646 (2023) - [c27]Bangyan He, Jian Liu, Yiming Li, Siyuan Liang, Jingzhi Li, Xiaojun Jia, Xiaochun Cao:
Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization. AAAI 2023: 764-772 - [c26]Chunyu Sun, Chenye Xu, Chengyuan Yao, Siyuan Liang, Yichao Wu, Ding Liang, Xianglong Liu, Aishan Liu:
Improving Robust Fariness via Balance Adversarial Training. AAAI 2023: 15161-15169 - [c25]Zhiyuan Wang, Zeliang Zhang, Siyuan Liang, Xiaosen Wang:
Diversifying the High-level Features for better Adversarial Transferability. BMVC 2023: 70-76 - [c24]Jianbo Chen, Xinwei Liu, Siyuan Liang, Xiaojun Jia, Yuan Xun:
Universal Watermark Vaccine: Universal Adversarial Perturbations for Watermark Protection. CVPR Workshops 2023: 2322-2329 - [c23]Aishan Liu, Shiyu Tang, Siyuan Liang, Ruihao Gong, Boxi Wu, Xianglong Liu, Dacheng Tao:
Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization. CVPR 2023: 4096-4107 - [c22]Siyuan Liang, Baolu Gao, Bingjie Zhang, Xiaoyang Li, Hao Wang:
The Progressive Detectors and Discriminative Feature Descriptors Combining Global and Local Information. ICANN (9) 2023: 439-455 - [c21]Siyuan Liang, Meng Lian, Mengchu Li, Tsun-Ming Tseng
ARMM: Adaptive Reliability Quantification Model of Microfluidic Designs and its Graph-Transformer-Based Implementation. ICCAD 2023: 1-9 - [c20]Xin Dong
Face Encryption via Frequency-Restricted Identity-Agnostic Attacks. ACM Multimedia 2023: 579-588 - [c19]Jiawei Liang
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation. ACM Multimedia 2023: 768-778 - [c18]Jun Guo
Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks. ACM Multimedia 2023: 4178-4189 - [c17]Aishan Liu, Jun Guo, Jiakai Wang, Siyuan Liang, Renshuai Tao, Wenbo Zhou, Cong Liu, Xianglong Liu, Dacheng Tao:
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection. USENIX Security Symposium 2023: 3781-3798 - [c16]Siyuan Liang, Wenxi Li, Guodong Duan, Pengbo Chen, Rui Gong:
Semantic map construction based on LIDAR and vision fusion. VTC Fall 2023: 1-5 - [i19]Siyuan Liang, Long Huo, Xin Chen, Peiyuan Sun:
Optimal Inter-area Oscillation Damping Control: A Transfer Deep Reinforcement Learning Approach with Switching Control Strategy. CoRR abs/2301.09321 (2023) - [i18]Aishan Liu, Jun Guo
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection. CoRR abs/2302.09491 (2023) - [i17]Zhiyuan Wang, Zeliang Zhang, Siyuan Liang, Xiaosen Wang:
Diversifying the High-level Features for better Adversarial Transferability. CoRR abs/2304.10136 (2023) - [i16]Jun Guo, Aishan Liu, Xingyu Zheng, Siyuan Liang, Yisong Xiao, Yichao Wu, Xianglong Liu:
Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks. CoRR abs/2308.00958 (2023) - [i15]Jiayang Liu, Siyu Zhu, Siyuan Liang, Jie Zhang, Han Fang, Weiming Zhang, Ee-Chien Chang:
Improving Adversarial Transferability by Stable Diffusion. CoRR abs/2311.11017 (2023) - [i14]Bangyan He, Xiaojun Jia, Siyuan Liang, Tianrui Lou, Yang Liu, Xiaochun Cao:
SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation. CoRR abs/2312.04913 (2023) - [i13]Aishan Liu, Xinwei Zhang, Yisong Xiao, Yuguang Zhou, Siyuan Liang, Jiakai Wang, Xianglong Liu, Xiaochun Cao, Dacheng Tao:
Pre-trained Trojan Attacks for Visual Recognition. CoRR abs/2312.15172 (2023) - 2022
- [j2]Siyuan Liang, Hao Wu
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles. IEEE Trans. Intell. Transp. Syst. 23(12): 25345-25360 (2022) - [c15]Yun Zhang
Channel Estimation Algorithm of OFDM-RoF System in 5G Mobile Front-end Network Based on Artificial Neural Network. AIPR 2022: 1113-1119 - [c14]Zhi Lv, Bo Lin, Siyuan Liang, Lihua Wang, Mochen Yu, Yao Tang, Jiajun Liang:
SimpleDG: Simple Domain Generalization Baseline Without Bells and Whistles. ECCV Workshops (6) 2022: 477-487 - [c13]Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao:
A Large-Scale Multiple-objective Method for Black-box Attack Against Object Detection. ECCV (4) 2022: 619-636 - [c12]Siyuan Liang, Chunting Wang, Haotong Cao, Jie Feng, Wenle Sun:
Channel Estimation Algorithm for IM/DD-OFDM/OQAM-PON System in Industrial Internet Based on Compressed Sensing. ICC Workshops 2022: 1189-1194 - [c11]Siyuan Liang, Mengchu Li, Tsun-Ming Tseng
CoMUX: Combinatorial-Coding-Based High-Performance Microfluidic Control Multiplexer Design. ICCAD 2022: 116:1-116:9 - [c10]Siyuan Liang, Aishan Liu, Jiawei Liang, Longkang Li, Yang Bai, Xiaochun Cao:
Imitated Detectors: Stealing Knowledge of Black-box Object Detectors. ACM Multimedia 2022: 4839-4847 - [i12]Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao:
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection. CoRR abs/2201.08970 (2022) - [i11]Peiyuan Sun, Long Huo, Siyuan Liang, Xin Chen:
Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network. CoRR abs/2201.09245 (2022) - [i10]Siyuan Liang, Hao Wu:
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles. CoRR abs/2205.14942 (2022) - [i9]Yuhang Wang, Huafeng Shi, Rui Min, Ruijia Wu, Siyuan Liang, Yichao Wu, Ding Liang, Aishan Liu:
Adaptive Perturbation Generation for Multiple Backdoors Detection. CoRR abs/2209.05244 (2022) - [i8]Chunyu Sun, Chenye Xu, Chengyuan Yao, Siyuan Liang, Yichao Wu, Ding Liang, Xianglong Liu, Aishan Liu:
Improving Robust Fairness via Balance Adversarial Training. CoRR abs/2209.07534 (2022) - [i7]Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao:
A Large-scale Multiple-objective Method for Black-box Attack against Object Detection. CoRR abs/2209.07790 (2022) - [i6]Jiawei Liang, Siyuan Liang, Aishan Liu, Mingli Zhu, Danni Yuan, Chenye Xu, Xiaochun Cao:
Rethinking Data Augmentation in Knowledge Distillation for Object Detection. CoRR abs/2209.09841 (2022) - [i5]Shiyu Tang, Siyuan Liang, Ruihao Gong
Exploring the Relationship between Architecture and Adversarially Robust Generalization. CoRR abs/2209.14105 (2022) - [i4]Zhi Lv, Bo Lin, Siyuan Liang, Lihua Wang, Mochen Yu, Yao Tang, Jiajun Liang:
SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles. CoRR abs/2210.14507 (2022) - [i3]Longkang Li, Siyuan Liang, Zihao Zhu, Xiaochun Cao, Chris Ding, Hongyuan Zha, Baoyuan Wu:
Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning. CoRR abs/2210.17178 (2022) - 2021
- [c9]Siyuan Liang, Xuefen Wang, Jianbo Du, Feng Zhao, Haotong Cao:
LMS Channel Estimation Algorithm for IM/DD-OFDM/OQAM-PON Systems in 5G-Enabled Industrial Internet. GLOBECOM (Workshops) 2021: 1-6 - [c8]Siyuan Liang, Qing Tian, Guofei Gao, Xuanchuan Zheng:
Realization of comprehensive monitoring and friendly evaluation system for gas environment of rail transit station. ICAIIS 2021: 147:1-147:8 - [c7]Xu He, Zhongzheng Ning, Siyuan Liang, Jianbo Du, Ting Nie:
Energy Balanced Clustering Routing Protocol for Wireless Sensor Networks. ICCC Workshops 2021: 137-142 - [c6]Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao:
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection. ICCV 2021: 7677-7687 - 2020
- [j1]Siyuan Liang, Weilong Zhu
High-Efficiency Wavelet Compressive Fusion for Improving MEMS Array Performance. Sensors 20(6): 1662 (2020) - [c5]Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao:
Efficient Adversarial Attacks for Visual Object Tracking. ECCV (26) 2020: 34-50 - [i2]Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao:
Efficient Adversarial Attacks for Visual Object Tracking. CoRR abs/2008.00217 (2020)
2010 – 2019
- 2019
- [c4]Xingxing Wei, Siyuan Liang, Ning Chen, Xiaochun Cao:
Transferable Adversarial Attacks for Image and Video Object Detection. IJCAI 2019: 954-960 - 2018
- [c3]Caiyun Yang, Jianqiang Li, Ji-Jiang Yang, Shi Chen, Qing Wang, Hui Pan, Siyuan Liang, Weiliang Qiu:
Differentially Variable Genes of Oral Squamous Cell Carcinoma. ICCSE 2018: 22:1-22:6 - [c2]Kang Li, Bo Jiu, Hongwei Liu, Siyuan Liang:
Reinforcement Learning based Anti-jamming Frequency Hopping Strategies Design for Cognitive Radar. ICSPCC 2018: 1-5 - [i1]Xingxing Wei, Siyuan Liang
Transferable Adversarial Attacks for Image and Video Object Detection. CoRR abs/1811.12641 (2018) - 2017
- [c1]Siyuan Liang, Jianqiang Li, Juan Li, Caiyun Yang, Weiliang Qiu, Ji-Jiang Yang, Zhihua Sun, Rui Mao:
Alcohol-Induced Differential Variable Genes. COMPSAC (2) 2017: 215-220
Coauthor Index
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