Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach. - Jing Bi 002; Junjia Guo; Yunlong Tang 002; Lianggong Bruce Wen; Zhang Liu; Chenliang Xu (CoRR, 2024)

Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach. - Jing Bi 002; Junjia Guo; Yunlong Tang 002; Lianggong Bruce Wen; Zhang Liu; Bingjie Wang; Chenliang Xu (CVPR, 2025)

VidComposition: Can MLLMs Analyze Compositions in Compiled Videos? - Yunlong Tang 002; Junjia Guo; Hang Hua; Susan Liang; Mingqian Feng; Xinyang Li; Rui Mao 017; Chao Huang 008; Jing Bi 002; Zeliang Zhang; Pooyan Fazli; Chenliang Xu (CVPR, 2025)

Generative AI for Cel-Animation: A Survey. - Yunlong Tang 002; Junjia Guo; Pinxin Liu; Zhiyuan Wang; Hang Hua; Jia-Xing Zhong; Yunzhong Xiao; Chao Huang 008; Luchuan Song; Susan Liang; Yizhi Song; Liu He; et al. (CoRR, 2025)

VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity. - Jing Bi 002; Junjia Guo; Susan Liang; Guangyu Sun; Luchuan Song; Yunlong Tang 002; Jinxi He; Jiarui Wu; Ali Vosoughi; Chen Chen; Chenliang Xu (CoRR, 2025)

Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1). - Jing Bi 002; Susan Liang; Xiaofei Zhou; Pinxin Liu; Junjia Guo; Yunlong Tang 002; Luchuan Song; Chao Huang 008; Guangyu Sun; Jinxi He; Jiarui Wu; Shu Yang; et al. (CoRR, 2025)

Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting. - Yunlong Tang 002; Jing Bi 002; Chao Huang 008; Susan Liang; Daiki Shimada; Hang Hua; Yunzhong Xiao; Yizhi Song; Pinxin Liu; Mingqian Feng; Junjia Guo; Zhuo Liu; et al. (CoRR, 2025)