Zhiquan Tan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 20

Top Topics

Matrix Multiplication

Kullback Leibler

Top Venues

IEEE Signal Process. Lett.

Publications

Lai Wei, Zhiquan Tan, Chenghai Li, Jindong Wang, Weiran Huang
Large Language Model Evaluation via Matrix Entropy. CoRR (2024)
Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan
Contrastive Learning is Spectral Clustering on Similarity Graph. ICLR (2024)
Kun Song, Zhiquan Tan, Bochao Zou, Huimin Ma, Weiran Huang
Unveiling the Dynamics of Information Interplay in Supervised Learning. CoRR (2024)
Yichen Wen, Zhiquan Tan, Kaipeng Zheng, Chuanlong Xie, Weiran Huang
Provable Contrastive Continual Learning. CoRR (2024)
Zhiquan Tan, Zihao Wang, Yifan Zhang
SEAL: Simultaneous Label Hierarchy Exploration And Learning. Trans. Mach. Learn. Res. 2024 (2024)
Zhiquan Tan, Chenghai Li, Weiran Huang
The Information of Large Language Model Geometry. CoRR (2024)
Zhiquan Tan, Lai Wei, Jindong Wang, Xing Xie, Weiran Huang
Can I understand what I create? Self-Knowledge Evaluation of Large Language Models. CoRR (2024)
Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang
Information Flow in Self-Supervised Learning. CoRR (2023)
Yifan Zhang, Zhiquan Tan, Jingqin Yang, Yang Yuan
Kernel-SSL: Kernel KL Divergence for Self-Supervised Learning. CoRR (2023)
Zhiquan Tan, Zihao Wang, Yifan Zhang
SEAL: Simultaneous Label Hierarchy Exploration And Learning. CoRR (2023)
Zhiquan Tan, Weiran Huang
Understanding Grokking Through A Robustness Viewpoint. CoRR (2023)
Zhiquan Tan, Dingli Yuan, Zhongyi Huang
Privacy-Preserving Polynomial Computing Over Distributed Data. CoRR (2023)
Yifan Zhang, Jingqin Yang, Zhiquan Tan, Yang Yuan
RelationMatch: Matching In-batch Relationships for Semi-supervised Learning. CoRR (2023)
Zhiquan Tan, Kaipeng Zheng, Weiran Huang
OTMatch: Improving Semi-Supervised Learning with Optimal Transport. CoRR (2023)
Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan
Contrastive Learning Is Spectral Clustering On Similarity Graph. CoRR (2023)
Zhiquan Tan, Dingli Yuan, Yifan Zhang, Zhongyi Huang
Coded Real Number Matrix Multiplication for On-Device Edge Computing. IEEE Signal Process. Lett. 30 (2023)
Dingli Yuan, Zhiquan Tan, Zhongyi Huang
Multiplexed Streaming Codes for Messages With Different Decoding Delays in Channel with Burst and Random Erasures. CoRR (2023)
Yifan Zhang, Haowei He, Zhiquan Tan, Yang Yuan
Trade-off Between Efficiency and Consistency for Removal-based Explanations. NeurIPS (2023)
Zhiquan Tan, Dingli Yuan, Zihao Wang, Zhongyi Huang
Distributed Matrix Multiplication with a Smaller Recovery Threshold through Modulo-based Approaches. CoRR (2023)
Zhiquan Tan, Sian-Jheng Lin, Yunghsiang S. Han, Zhongyi Huang, Bo Bai, Gong Zhang
Data Integrity Check in Distributed Storage Systems. ISIT (2022)