Zhiquan Tan

9 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 👑 Triple Crown ⚡ Prolific Year (7)

Conferences

ICML (6) NIPS (2) ICLR (1)

Top co-authors

Weiran Huang (7) Yifan Zhang (4) Yang Yuan (4) Jingqin Yang (3) Kaipeng Zheng (2) Bochao Zou (1) Linglan Zhao (1) Yichen Wen (1) Huimin Ma (1) Kun Song (1)

Keywords

information theory (1) representation learning (1) model evaluation (1) multimodal learning (1) language model evaluation (1) multi-modal learning (1) feature attribution (1) theoretical analysis (1) evaluation metric (1) rank-based metric (1) hidden representation (1) removal-based explanation (1) explanation method (1) large language model (1) interpretation error (1)

Papers

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization ICML 2025

Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NIPS 2024

Contrastive Learning is Spectral Clustering on Similarity Graph ICLR 2024

Unveiling the Dynamics of Information Interplay in Supervised Learning ICML 2024

OTMatch: Improving Semi-Supervised Learning with Optimal Transport ICML 2024

Provable Contrastive Continual Learning ICML 2024

Matrix Information Theory for Self-Supervised Learning ICML 2024

Information Flow in Self-Supervised Learning ICML 2024

Trade-off Between Efficiency and Consistency for Removal-based Explanations NIPS 2023