Zhiquan Tan
9 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (3)
π
Cross-Pollinator
(14)
π
Triple Crown
β‘
Prolific Year
(7)
Conferences
ICML (6)
NIPS (2)
ICLR (1)
Top co-authors
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