Zhiquan Tan - RankMe

35 papers A* 9B 1Journal 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Intent to Evidence: A Categorical Approach for Structural Evaluation of Deep Research Agents. CoRR Shuoling Liu, Zhiquan Tan, Kun Yi, Hui Wu, Yihan Li, Jiangpeng Yan, Liyuan Chen, Kai Chen, Qiang Yang
2025	J	`jnl`	A Theoretical Lens for RL-Tuned Language Models via Energy-Based Models. CoRR Zhiquan Tan, Yinrong Hong
2025	A*	`conf`	Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization. ICML Duo Liu, Zhiquan Tan, Linglan Zhao, Zhongqiang Zhang, Xiangzhong Fang, Weiran Huang
2025	J	`jnl`	Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization. CoRR Duo Liu, Zhiquan Tan, Linglan Zhao, Zhongqiang Zhang, Xiangzhong Fang, Weiran Huang
2025	J	`jnl`	Inference-Cost-Aware Dynamic Tree Construction for Efficient Inference in Large Language Models. CoRR Yinrong Hong, Zhiquan Tan, Kai Hu
2025	J	`jnl`	Information-Theoretic Perspectives on Optimizers. CoRR Zhiquan Tan, Weiran Huang
2025	J	`jnl`	Multiplexed Streaming Codes for Messages With Different Decoding Delays in Channel With Burst and Random Erasures. IEEE Trans. Commun. Dingli Yuan, Zhiquan Tan, Zhongyi Huang
2024	J	`jnl`	ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategy. CoRR Hong Li, Zhiquan Tan, Xingyu Li, Weiran Huang
2024	J	`jnl`	Can I understand what I create? Self-Knowledge Evaluation of Large Language Models. CoRR Zhiquan Tan, Lai Wei, Jindong Wang, Xing Xie, Weiran Huang
2024	A*	`conf`	Contrastive Learning is Spectral Clustering on Similarity Graph. ICLR Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan
2024	A*	`conf`	Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models. NeurIPS Lai Wei, Zhiquan Tan, Chenghai Li, Jindong Wang, Weiran Huang
2024	J	`jnl`	Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training. CoRR Kun Song, Zhiquan Tan, Bochao Zou, Jiansheng Chen, Huimin Ma, Weiran Huang
2024	A*	`conf`	Information Flow in Self-Supervised Learning. ICML Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang
2024	J	`jnl`	Large Language Model Evaluation via Matrix Entropy. CoRR Lai Wei, Zhiquan Tan, Chenghai Li, Jindong Wang, Weiran Huang
2024	A*	`conf`	Matrix Information Theory for Self-Supervised Learning. ICML Yifan Zhang, Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan
2024	A*	`conf`	OTMatch: Improving Semi-Supervised Learning with Optimal Transport. ICML Zhiquan Tan, Kaipeng Zheng, Weiran Huang
2024	A*	`conf`	Provable Contrastive Continual Learning. ICML Yichen Wen, Zhiquan Tan, Kaipeng Zheng, Chuanlong Xie, Weiran Huang
2024	J	`jnl`	Provable Contrastive Continual Learning. CoRR Yichen Wen, Zhiquan Tan, Kaipeng Zheng, Chuanlong Xie, Weiran Huang
2024	J	`jnl`	SEAL: Simultaneous Label Hierarchy Exploration And Learning. Trans. Mach. Learn. Res. Zhiquan Tan, Zihao Wang, Yifan Zhang
2024	J	`jnl`	The Information of Large Language Model Geometry. CoRR Zhiquan Tan, Chenghai Li, Weiran Huang
2024	A*	`conf`	Unveiling the Dynamics of Information Interplay in Supervised Learning. ICML Kun Song, Zhiquan Tan, Bochao Zou, Huimin Ma, Weiran Huang
2024	J	`jnl`	Unveiling the Dynamics of Information Interplay in Supervised Learning. CoRR Kun Song, Zhiquan Tan, Bochao Zou, Huimin Ma, Weiran Huang
2023	J	`jnl`	Coded Real Number Matrix Multiplication for On-Device Edge Computing. IEEE Signal Process. Lett. Zhiquan Tan, Dingli Yuan, Yifan Zhang, Zhongyi Huang
2023	J	`jnl`	Contrastive Learning Is Spectral Clustering On Similarity Graph. CoRR Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan
2023	J	`jnl`	Distributed Matrix Multiplication with a Smaller Recovery Threshold through Modulo-based Approaches. CoRR Zhiquan Tan, Dingli Yuan, Zihao Wang, Zhongyi Huang
2023	J	`jnl`	Information Flow in Self-Supervised Learning. CoRR Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang
2023	J	`jnl`	Kernel-SSL: Kernel KL Divergence for Self-Supervised Learning. CoRR Yifan Zhang, Zhiquan Tan, Jingqin Yang, Yang Yuan
2023	J	`jnl`	Multiplexed Streaming Codes for Messages With Different Decoding Delays in Channel with Burst and Random Erasures. CoRR Dingli Yuan, Zhiquan Tan, Zhongyi Huang
2023	J	`jnl`	OTMatch: Improving Semi-Supervised Learning with Optimal Transport. CoRR Zhiquan Tan, Kaipeng Zheng, Weiran Huang
2023	J	`jnl`	Privacy-Preserving Polynomial Computing Over Distributed Data. CoRR Zhiquan Tan, Dingli Yuan, Zhongyi Huang
2023	J	`jnl`	RelationMatch: Matching In-batch Relationships for Semi-supervised Learning. CoRR Yifan Zhang, Jingqin Yang, Zhiquan Tan, Yang Yuan
2023	J	`jnl`	SEAL: Simultaneous Label Hierarchy Exploration And Learning. CoRR Zhiquan Tan, Zihao Wang, Yifan Zhang
2023	A*	`conf`	Trade-off Between Efficiency and Consistency for Removal-based Explanations. NeurIPS Yifan Zhang, Haowei He, Zhiquan Tan, Yang Yuan
2023	J	`jnl`	Understanding Grokking Through A Robustness Viewpoint. CoRR Zhiquan Tan, Weiran Huang
2022	B	`conf`	Data Integrity Check in Distributed Storage Systems. ISIT Zhiquan Tan, Sian-Jheng Lin, Yunghsiang S. Han, Zhongyi Huang, Bo Bai, Gong Zhang