Pan, Xiang

17 publications

ICLR 2025 Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness Qi Zhang, Yifei Wang, Jingyi Cui, Xiang Pan, Qi Lei, Stefanie Jegelka, Yisen Wang

AISTATS 2025 Bridging Domains with Approximately Shared Features Ziliang Samuel Zhong, Xiang Pan, Qi Lei

AAAI 2025 Dual-Calibrated Co-Training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation Delin Pan, Jiansong Fan, Jie Zhu, Llihua Li, Xiang Pan

ICLRW 2025 Few-Shot Active Learning for De Novo Dual-Target Peptide Design with High Bio-Activity Tianxu Lv, Bing He, Yuran Jia, Xiang Pan, Jianhua Yao

AISTATS 2025 Fine-Tuning with Uncertainty-Aware Priors Makes Vision and Language Foundation Models More Reliable Tim G. J. Rudner, Xiang Pan, Yucen Lily Li, Ravid Shwartz-Ziv, Andrew Gordon Wilson

ICLRW 2025 Generate-Feedback-Refine: How Much Does Model Quality in Each Role Matter? Xiang Pan, Jason Phang, Guy Davidson, Ethan Perez

AAAI 2025 M²N: A Progressive Macro-to-Micro 3D Modeling Scheme for Unveiling Drug-Target Affinity Tianxu Lv, Jie Zhu, Jinyi Liu, Shiyun Nie, Hongnian Tian, Yang Xiao, Yuan Liu, Lihua Li, Xiang Pan

IJCAI 2025 RLBCD: Residual-Guided Latent Brownian-Bridge Co-Diffusion for Anatomical-to-Metabolic Image Synthesis Tianxu Lv, Hongnian Tian, Jiansong Fan, Yuan Liu, Lihua Li, Xiang Pan

CVPRW 2024 AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results Marcos V. Conde, Saman Zadtootaghaj, Nabajeet Barman, Radu Timofte, Chenlong He, Qi Zheng, Ruoxi Zhu, Zhengzhong Tu, Haiqiang Wang, Xiangguang Chen, Wenhui Meng, Xiang Pan, Huiying Shi, Han Zhu, Xiaozhong Xu, Lei Sun, Zhenzhong Chen, Shan Liu, Zicheng Zhang, Haoning Wu, Yingjie Zhou, Chunyi Li, Xiaohong Liu, Weisi Lin, Guangtao Zhai, Wei Sun, Yuqin Cao, Yanwei Jiang, Jun Jia, Zhichao Zhang, Zijian Chen, Weixia Zhang, Xiongkuo Min, Steve Göring, Zihao Qi, Chen Feng

ICMLW 2024 Fine-Tuning with Uncertainty-Aware Priors Makes Vision and Language Foundation Models More Reliable Tim G. J. Rudner, Xiang Pan, Yucen Lily Li, Ravid Shwartz-Ziv, Andrew Gordon Wilson

CVPRW 2024 NTIRE 2024 Challenge on Short-Form UGC Video Quality Assessment: Methods and Results Xin Li, Kun Yuan, Yajing Pei, Yiting Lu, Ming Sun, Chao Zhou, Zhibo Chen, Radu Timofte, Wei Sun, Haoning Wu, Zicheng Zhang, Jun Jia, Zhichao Zhang, Linhan Cao, Qiubo Chen, Xiongkuo Min, Weisi Lin, Guangtao Zhai, Jianhui Sun, Tianyi Wang, Lei Li, Han Kong, Wenxuan Wang, Bing Li, Cheng Luo, Haiqiang Wang, Xiangguang Chen, Wenhui Meng, Xiang Pan, Huiying Shi, Han Zhu, Xiaozhong Xu, Lei Sun, Zhenzhong Chen, Shan Liu, Fangyuan Kong, Haotian Fan, Yifang Xu, Haoran Xu, Mengduo Yang, Jie Zhou, Jiaze Li, Shijie Wen, Mai Xu, Da Li, Shunyu Yao, Jiazhi Du, Wangmeng Zuo, Zhibo Li, Shuai He, Anlong Ming, Huiyuan Fu, Huadong Ma, Yong Wu, Fie Xue, Guozhi Zhao, Lina Du, Jie Guo, Yu Zhang, Huimin Zheng, Junhao Chen, Yue Liu, Dulan Zhou, Kele Xu, Qisheng Xu, Tao Sun, Zhixiang Ding, Yuhang Hu

NeurIPSW 2024 Randomly Pivoted V-Optimal Design: Fast Data Selection Under Low Intrinsic Dimension Yijun Dong, Xiang Pan, Hoang Phan, Qi Lei

NeurIPS 2024 Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning Yijun Dong, Hoang Phan, Xiang Pan, Qi Lei

CVPR 2023 Accelerating Dataset Distillation via Model Augmentation Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Yao Li, Dongkuan Xu

ICLR 2023 Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints Tianyu Zhao, Xiang Pan, Minghua Chen, Steven Low

ICMLW 2023 Reconstruction Distortion of Learned Image Compression with Imperceptible Perturbations Yang Sui, Zhuohang Li, Ding Ding, Xiang Pan, Xiaozhong Xu, Shan Liu, Zhenzhong Chen

CVPRW 2018 CNN-Optimized Image Compression with Uncertainty Based Resource Allocation Zhenzhong Chen, Yiming Li, Feiyang Liu, Zizheng Liu, Xiang Pan, Wanjie Sun, Yingbin Wang, Yan Zhou, Han Zhu, Shan Liu