- Zijian Dong, Yilei Wu, Chongyao Chen, Yingtian Zou, Yichi Zhang, Juan Helen Zhou:
Improve Representation for Imbalanced Regression through Geometric Constraints. CVPR 2025: 5082-5091 - Yichong Lu, Yichi Cai, Shangzhan Zhang, Hongyu Zhou, Haoji Hu, Huimin Yu, Andreas Geiger, Yiyi Liao:
UrbanCAD: Towards Highly Controllable and Photorealistic 3D Vehicles for Urban Scene Simulation. CVPR 2025: 27519-27530 - Yichi Zhang, Zhihao Duan, Yuning Huang, Fengqing Zhu:
Balanced Rate-Distortion Optimization in Learned Image Compression. CVPR 2025: 2428-2438 - Yichi Wang, Jie Zhang, Chengqian Jiang, Weitai Zhang, Zhongyi Ye, Lirong Dai:
Leveraging Boolean Directivity Embedding for Binaural Target Speaker Extraction. ICASSP 2025: 1-5 - Jie Zhang, Chengqian Jiang, Yichi Wang, Haoyin Yan, Miao Sun:
Learning-Based Utility Estimation with Application to Speech Enhancement of a Moving Speaker. ICASSP 2025: 1-5 - Haodi Zhang, Yichi Wang, Yifan Jian, Jiahui Jiang, Zhaohai Bai, Lin Ma:
Climate Downscaling Using Neural Operator: Spatiotemporal Multimodal Fusion Operator with State-Query Coupled Kernel. ICASSP 2025: 1-5 - Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen:
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning. ICLR 2025 - Liang Chen, Sinan Tan, Zefan Cai, Weichu Xie, Haozhe Zhao, Yichi Zhang, Junyang Lin, Jinze Bai, Tianyu Liu, Baobao Chang:
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation. ICLR 2025 - Yuehan Qin, Yichi Zhang, Yi Nian, Xueying Ding, Yue Zhao:
MetaOOD: Automatic Selection of OOD Detection Models. ICLR 2025 - Yici Yan, Yichi Zhang, Xiangming Meng, Zhizhen Zhao:
FIG: Flow with Interpolant Guidance for Linear Inverse Problems. ICLR 2025 - Renrui Zhang, Xinyu Wei, Dongzhi Jiang, Ziyu Guo, Yichi Zhang, Chengzhuo Tong, Jiaming Liu, Aojun Zhou, Shanghang Zhang, Peng Gao, Hongsheng Li:
MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine. ICLR 2025 - Yichi Zhang, Yici Yan, Alexander G. Schwing, Zhizhen Zhao:
Towards Hierarchical Rectified Flow. ICLR 2025 - Jinsheng Huang, Liang Chen, Taian Guo, Fu Zeng, Yusheng Zhao, Bohan Wu, Ye Yuan, Haozhe Zhao, Zhihui Guo, Yichi Zhang, Jingyang Yuan, Wei Ju, Luchen Liu, Tianyu Liu, Baobao Chang, Ming Zhang:
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation. NAACL (Long Papers) 2025: 4805-4822 - Jianbo Dong, Kun Qian, Pengcheng Zhang, Zhilong Zheng, Liang Chen, Fei Feng, Yichi Xu, Yikai Zhu, Gang Lu, Xue Li, Zhihui Ren, Zhicheng Wang, Bin Luo, Peng Zhang, Yang Liu, Yanqing Chen, Yu Guan, Weicheng Wang, Chaojie Yang, Yang Zhang, Man Yuan, Hanyu Zhao, Yong Li, Zihan Zhao, Shan Li, Xianlong Zeng, Zhiping Yao, Binzhang Fu, Ennan Zhai, Wei Lin, Chao Wang, Dennis Cai:
Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production. NSDI 2025: 865-881 - Zechun Li, Peng Zhang, Yichi Zhang, Hongkun Yang:
NDD: A Decision Diagram for Network Verification. NSDI 2025: 237-258 - Xizheng Wang, Qingxu Li, Yichi Xu, Gang Lu, Dan Li, Li Chen, Heyang Zhou, Linkang Zheng, Sen Zhang, Yikai Zhu, Yang Liu, Pengcheng Zhang, Kun Qian, Kunling He, Jiaqi Gao, Ennan Zhai, Dennis Cai, Binzhang Fu:
SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large Language Model Training with Scalability and Precision. NSDI 2025: 541-558 - Yifan Yang, Lin He, Jiasheng Zhou, Xiaoyi Shi, Yichi Xu, Shicheng Wang, Jinlong E, Ying Liu, Junwei Zhang, Zhuang Yuan, Hengyang Xu:
TGW: Operating an Efficient and Resilient Cloud Gateway at Scale. USENIX ATC 2025: 199-215 - Benjamin Kiefer, Lojze Zust, Jon Muhovic, Matej Kristan, Janez Pers, Matija Tersek, Uma Mudenagudi, Chaitra Desai, Arnold Wiliem, Marten Kreis, Nikhil Akalwadi, Yitong Quan, Zhiqiang Zhong, Zhe Zhang, Sujie Liu, Xuran Chen, Yang Yang, Matej Fabijanic, Fausto Ferreira, Seongju Lee, Junseok Lee, Kyoobin Lee, Shanliang Yao, Runwei Guan, Xiaoyu Huang, Yi Ni, Himanshu Kumar, Yuan Feng, Yi-Ching Cheng, Tzu-Yu Lin, Chia-Ming Lee, Chih-Chung Hsu, Jannik Sheikh, Andreas Michel, Wolfgang Gross, Martin Weinmann, Josip Saric, Yipeng Lin, Xiang Yang, Nan Jiang, Yutang Lu, Fei Feng, Ali Awad, Evan Lucas, Ashraf Saleem, Ching-Heng Cheng, Yu-Fan Lin:
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results. WACV (Workshops) 2025: 1457-1484 - Yandong Shi, Yichi Zhang, Haitao Zhao, Ji-Bo Wei:
Deep Learning-Enabled Semantic Communication with Structured Semantic Representation. WCNC 2025: 1-6 - Sihan Chen
, Zhuangzhuang Qian
PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection. WWW (Companion Volume) 2025: 2807-2810 - Zhiqiang Liu
OntoTune: Ontology-Driven Self-training for Aligning Large Language Models. WWW 2025: 119-133 - Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Shaokai Chen, Mengshu Sun, Binbin Hu, Zhiqiang Zhang, Lei Liang, Wen Zhang, Huajun Chen:
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking. CoRR abs/2501.00244 (2025) - Yueze Liu, Yichi Zhang, Shaan Om Patel, Zhaoyang Zhu, Shilong Guo:
HonkaiChat: Companions from Anime that feel alive! CoRR abs/2501.03277 (2025) - Xigui Li, Yuanye Zhou, Feiyang Xiao, Xin Guo, Yichi Zhang, Chen Jiang, Jianchao Ge, Xiansheng Wang, Qimeng Wang, Taiwei Zhang, Chensen Lin, Yuan Cheng, Yuan Qi:
Aneumo: A Large-Scale Comprehensive Synthetic Dataset of Aneurysm Hemodynamics. CoRR abs/2501.09980 (2025) - Benjamin Kiefer, Lojze Zust, Jon Muhovic, Matej Kristan, Janez Pers, Matija Tersek, Uma Mudenagudi, Chaitra Desai, Arnold Wiliem, Marten Kreis, Nikhil Akalwadi, Yitong Quan, Zhiqiang Zhong, Zhe Zhang, Sujie Liu, Xuran Chen, Yang Yang, Matej Fabijanic, Fausto Ferreira
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results. CoRR abs/2501.10343 (2025) - Jingshu Li, Yitian Yang, Q. Vera Liao, Junti Zhang, Yi-Chieh Lee:
As Confidence Aligns: Exploring the Effect of AI Confidence on Human Self-confidence in Human-AI Decision Making. CoRR abs/2501.12868 (2025) - Junti Zhang, Zicheng Zhu, Jingshu Li, Yi-Chieh Lee:
Mining Evidence about Your Symptoms: Mitigating Availability Bias in Online Self-Diagnosis. CoRR abs/2501.15028 (2025) - Yichi Zhang, Siyuan Zhang, Yao Huang, Zeyu Xia, Zhengwei Fang, Xiao Yang, Ranjie Duan, Dong Yan, Yinpeng Dong, Jun Zhu:
STAIR: Improving Safety Alignment with Introspective Reasoning. CoRR abs/2502.02384 (2025) - Zicheng Zhu, Yugin Tan, Naomi Yamashita, Yi-Chieh Lee, Renwen Zhang:
The Benefits of Prosociality towards AI Agents: Examining the Effects of Helping AI Agents on Human Well-Being. CoRR abs/2502.02911 (2025) - Zhiqiang Liu, Chengtao Gan, Junjie Wang, Yichi Zhang, Zhongpu Bo, Mengshu Sun, Huajun Chen, Wen Zhang:
OntoTune: Ontology-Driven Self-training for Aligning Large Language Models. CoRR abs/2502.05478 (2025)