Jingdi Lei
4 papers · 2025–2026 · 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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Research topics
Keywords
vision-language model
(2)
mathematical reasoning
(1)
direct preference optimization
(1)
preference optimization
(1)
visual grounding
(1)
reinforcement learning from human feedback
(1)
monte carlo tree search
(1)
backdoor attack
(1)
adversarial attack
(1)
multimodal large language model
(1)
multimodal reasoning
(1)
pairwise preference
(1)
optical character recognition
(1)
critic model
(1)
molecular structure
(1)
chemical reasoning
(1)
chemical domain
(1)
language critique
(1)
molecule understanding
(1)
bilingual multimodal dataset
(1)
Papers
IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding
CVPR 2026
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
AAAI 2025
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
CVPR 2025
LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search
NAACL 2025