Wei ChenPhD StudentDepartment of Computer Science and Engineering The Hong Kong University of Science and Technology Email: csewei.chen AT connect DOT ust DOT hk
|
|
Biography
I am a PhD student in the Department of Computer Science and Engineering at The Hong Kong University of Science and Technology, where I am advised by Prof. Long Chen in the LONG Group. Prior to this, I obtained my bachelor's degree from the School of Computer Science at Wuhan University, under the supervision of Prof. Yu Wu.
Research Interests
My research interests lie in multimodal agents, which include:
- Scalable task and environment synthesis for long-horizon multimodal agents
- Efficient and effective multimodal agentic memory
- Scalable agentic reinforcement learning for multimodal agents
Selected Publications
Sprout: Building Dynamic Memory While Reasoning for Agentic Video Understanding
Relation-R1: Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relational Comprehension
Thyme: Think Beyond Images
Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation
An Efficient and Effective Transformer Decoder-Based
Framework for Multi-Task Visual Grounding
| © Wei Chen |