Yake Wei
10 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π€ Dynamic Duo (10)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Deep Learning
(5)
Machine Learning
(5)
Learning Types
(4)
Computer Vision
(2)
Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Generation Β· Natural Language Processing
(1)
Generation Β· Computer Vision
(1)
Keywords
multimodal learning
(6)
representation learning
(1)
audio-visual learning
(1)
variational inference
(1)
generalization
(1)
image captioning
(1)
feature learning
(1)
video understanding
(1)
multimodal interaction
(1)
information acquisition
(1)
feature alignment
(1)
decision boundary
(1)
modality imbalance
(1)
multimodal large language model
(1)
multimodal understanding
(1)
training-free method
(1)
self attention
(1)
gradient conflict
(1)
spatio-temporal reasoning
(1)
information theory
(1)
Papers
Information-Theoretic Decomposition for Multimodal Interaction Learning
CVPR 2026
Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition
CVPR 2025
Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception
CVPR 2025
RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer
ICML 2025
Diagnosing and Re-learning for Balanced Multimodal Learning
ECCV 2024
Enhancing Multimodal Cooperation via Sample-level Modality Valuation
CVPR 2024
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance
ICML 2024
Quantifying and Enhancing Multi-modal Robustness with Modality Preference
ICLR 2024
Balanced Multimodal Learning via On-the-Fly Gradient Modulation
CVPR 2022
Learning To Answer Questions in Dynamic Audio-Visual Scenarios
CVPR 2022