2 papers
cs.AI2026
Diversifying Personalized Research Ideation against AI-Induced Homogenization
Rui Xu, Yunke Wang, Linwei Tao +2
AI-assisted research ideation has emerged as a promising paradigm for accelerating scientific discovery, with systems now capable of generating research directions conditioned on p…
cs.CV2025
Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment
Rui Xu, Yunke Wang, Yong Luo +1
Large Vision-Language Models (LVLMs) encode visual inputs as dense sequences of patch-level tokens to capture fine-grained semantics. These visual tokens often outnumber their text…