Bei Yang
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Core AI
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Architectures
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
multimodal large language model
(2)
image generation
(1)
direct preference optimization
(1)
text-to-image synthesis
(1)
visual attention
(1)
cross-modal alignment
(1)
multimodal reasoning
(1)
visual understanding
(1)
causal analysis
(1)
concept reasoning
(1)
hierarchical concept
(1)
semantic variation
(1)
benchmark evaluation
(1)
hierarchical understanding
(1)
Papers
Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training
AAAI 2026
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective
ICLR 2025
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models
EMNLP 2024