Mengfan Dong
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
multimodal large language model
(2)
contrastive learning
(1)
visual question answering
(1)
direct preference optimization
(1)
in-context learning
(1)
preference optimization
(1)
cross-modal representation
(1)
large multimodal model
(1)
representation alignment
(1)
multimodal alignment
(1)
multi-image reasoning
(1)
negative sampling
(1)
visual demonstration
(1)
semantic abstraction
(1)
visual language
(1)
visual encoding
(1)
visual symbol
(1)
representation learning
(1)
symbol demonstration
(1)
Papers
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
CVPR 2025
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
CVPR 2024
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
NeurIPS 2024