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ORCIDZhiquan Tan
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2020 – today
- 2024
[j2]Zhiquan Tan, Zihao Wang, Yifan Zhang:
SEAL: Simultaneous Label Hierarchy Exploration And Learning. Trans. Mach. Learn. Res. 2024 (2024)- [c8]Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan:
Contrastive Learning is Spectral Clustering on Similarity Graph. ICLR 2024 - [c7]Kun Song, Zhiquan Tan, Bochao Zou, Huimin Ma, Weiran Huang:
Unveiling the Dynamics of Information Interplay in Supervised Learning. ICML 2024 - [c6]Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang:
Information Flow in Self-Supervised Learning. ICML 2024 - [c5]Zhiquan Tan, Kaipeng Zheng, Weiran Huang:
OTMatch: Improving Semi-Supervised Learning with Optimal Transport. ICML 2024 - [c4]Yichen Wen, Zhiquan Tan, Kaipeng Zheng, Chuanlong Xie, Weiran Huang:
Provable Contrastive Continual Learning. ICML 2024 - [c3]Yifan Zhang, Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan:
Matrix Information Theory for Self-Supervised Learning. ICML 2024 - [i17]Lai Wei, Zhiquan Tan, Chenghai Li, Jindong Wang, Weiran Huang:
Large Language Model Evaluation via Matrix Entropy. CoRR abs/2401.17139 (2024) - [i16]Zhiquan Tan, Chenghai Li, Weiran Huang:
The Information of Large Language Model Geometry. CoRR abs/2402.03471 (2024) - [i15]Yichen Wen, Zhiquan Tan, Kaipeng Zheng, Chuanlong Xie, Weiran Huang:
Provable Contrastive Continual Learning. CoRR abs/2405.18756 (2024) - [i14]Kun Song, Zhiquan Tan, Bochao Zou, Huimin Ma, Weiran Huang:
Unveiling the Dynamics of Information Interplay in Supervised Learning. CoRR abs/2406.03999 (2024) - [i13]Zhiquan Tan, Lai Wei, Jindong Wang, Xing Xie, Weiran Huang:
Can I understand what I create? Self-Knowledge Evaluation of Large Language Models. CoRR abs/2406.06140 (2024) - [i12]Kun Song, Zhiquan Tan, Bochao Zou, Jiansheng Chen, Huimin Ma, Weiran Huang:
Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training. CoRR abs/2409.16767 (2024) - [i11]Hong Li, Zhiquan Tan, Xingyu Li, Weiran Huang:
ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategy. CoRR abs/2410.10923 (2024) - 2023
- [j1]Zhiquan Tan
, Dingli Yuan, Yifan Zhang, Zhongyi Huang:
Coded Real Number Matrix Multiplication for On-Device Edge Computing. IEEE Signal Process. Lett. 30: 1572-1576 (2023) - [c2]Yifan Zhang, Haowei He, Zhiquan Tan, Yang Yuan:
Trade-off Between Efficiency and Consistency for Removal-based Explanations. NeurIPS 2023 - [i10]Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan:
Contrastive Learning Is Spectral Clustering On Similarity Graph. CoRR abs/2303.15103 (2023) - [i9]Zhiquan Tan, Zihao Wang, Yifan Zhang:
SEAL: Simultaneous Label Hierarchy Exploration And Learning. CoRR abs/2304.13374 (2023) - [i8]Yifan Zhang, Jingqin Yang, Zhiquan Tan, Yang Yuan:
RelationMatch: Matching In-batch Relationships for Semi-supervised Learning. CoRR abs/2305.10397 (2023) - [i7]Yifan Zhang, Zhiquan Tan, Jingqin Yang, Yang Yuan:
Kernel-SSL: Kernel KL Divergence for Self-Supervised Learning. CoRR abs/2305.17326 (2023) - [i6]Dingli Yuan, Zhiquan Tan, Zhongyi Huang:
Multiplexed Streaming Codes for Messages With Different Decoding Delays in Channel with Burst and Random Erasures. CoRR abs/2309.06849 (2023) - [i5]Zhiquan Tan, Dingli Yuan, Zhongyi Huang:
Privacy-Preserving Polynomial Computing Over Distributed Data. CoRR abs/2309.09315 (2023) - [i4]Zhiquan Tan, Dingli Yuan, Zihao Wang, Zhongyi Huang:
Distributed Matrix Multiplication with a Smaller Recovery Threshold through Modulo-based Approaches. CoRR abs/2309.10249 (2023) - [i3]Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang:
Information Flow in Self-Supervised Learning. CoRR abs/2309.17281 (2023) - [i2]Zhiquan Tan, Kaipeng Zheng, Weiran Huang:
OTMatch: Improving Semi-Supervised Learning with Optimal Transport. CoRR abs/2310.17455 (2023) - [i1]Zhiquan Tan, Weiran Huang:
Understanding Grokking Through A Robustness Viewpoint. CoRR abs/2311.06597 (2023) - 2022
- [c1]Zhiquan Tan, Sian-Jheng Lin, Yunghsiang S. Han, Zhongyi Huang, Bo Bai, Gong Zhang:
Data Integrity Check in Distributed Storage Systems. ISIT 2022: 2397-2402
Coauthor Index
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