Tan, Zhiquan

10 publications

ICML 2025 Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Duo Liu, Zhiquan Tan, Linglan Zhao, Zhongqiang Zhang, Xiangzhong Fang, Weiran Huang

ICLR 2024 Contrastive Learning Is Spectral Clustering on Similarity Graph Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan

NeurIPS 2024 Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models Lai Wei, Zhiquan Tan, Chenghai Li, Jindong Wang, Weiran Huang

ICML 2024 Information Flow in Self-Supervised Learning Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang

ICML 2024 Matrix Information Theory for Self-Supervised Learning Yifan Zhang, Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan

ICML 2024 OTMatch: Improving Semi-Supervised Learning with Optimal Transport Zhiquan Tan, Kaipeng Zheng, Weiran Huang

ICML 2024 Provable Contrastive Continual Learning Yichen Wen, Zhiquan Tan, Kaipeng Zheng, Chuanlong Xie, Weiran Huang

TMLR 2024 SEAL: Simultaneous Label Hierarchy Exploration and Learning Zhiquan Tan, Zihao Wang, Yifan Zhang

ICML 2024 Unveiling the Dynamics of Information Interplay in Supervised Learning Kun Song, Zhiquan Tan, Bochao Zou, Huimin Ma, Weiran Huang

NeurIPS 2023 Trade-Off Between Efficiency and Consistency for Removal-Based Explanations Yifan Zhang, Haowei He, Zhiquan Tan, Yang Yuan