Zequn Yang
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
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Research topics
Keywords
multimodal learning
(3)
information theory
(2)
multimodal interaction
(1)
entropy
(1)
information acquisition
(1)
decision boundary
(1)
modality imbalance
(1)
modality preference
(1)
certifiable training
(1)
early training stage
(1)
representation margin
(1)
redundancy
(1)
synergy
(1)
interaction
(1)
sample-wise
(1)
variational inference
(1)
Papers
Information-Theoretic Decomposition for Multimodal Interaction Learning
CVPR 2026
Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition
CVPR 2025
Efficient Quantification of Multimodal Interaction at Sample Level
ICML 2025
Quantifying and Enhancing Multi-modal Robustness with Modality Preference
ICLR 2024