Navigation by Imitation in a Pedestrian-Rich Environment. - Jing Bi 002; Tianyou Xiao; Qiuyue Sun; Chenliang Xu (CoRR, 2018)

Learning from Interventions Using Hierarchical Policies for Safe Learning. - Jing Bi 002; Vikas Dhiman; Tianyou Xiao; Chenliang Xu (AAAI, 2020)

Cubic Spline Smoothing Compensation for Irregularly Sampled Sequences. - Jing Shi 005; Jing Bi 002; Yingru Liu; Chenliang Xu (CoRR, 2020)

Procedure Planning in Instructional Videos via Contextual Modeling and Model-based Policy Learning. - Jing Bi 002; Jiebo Luo 001; Chenliang Xu (ICCV, 2021)

MISAR: A Multimodal Instructional System with Augmented Reality. - Jing Bi 002; Nguyen Manh Nguyen; Ali Vosoughi; Chenliang Xu (CoRR, 2023)

Video Understanding with Large Language Models: A Survey. - Yunlong Tang 002; Jing Bi 002; Siting Xu; Luchuan Song; Susan Liang; Teng Wang; Daoan Zhang; Jie An 002; Jingyang Lin; Rongyi Zhu; Ali Vosoughi; Chao Huang 008; et al. (CoRR, 2023)

EAGLE: Egocentric AGgregated Language-video Engine. - Jing Bi 002; Yunlong Tang 002; Luchuan Song; Ali Vosoughi; Nguyen Nguyen; Chenliang Xu (ACM Multimedia, 2024)

OSCaR: Object State Captioning and State Change Representation. - Nguyen Nguyen; Jing Bi 002; Ali Vosoughi; Yapeng Tian; Pooyan Fazli; Chenliang Xu (NAACL-HLT (Findings), 2024)

OSCaR: Object State Captioning and State Change Representation. - Nguyen Manh Nguyen; Jing Bi 002; Ali Vosoughi; Yapeng Tian; Pooyan Fazli; Chenliang Xu (CoRR, 2024)

AVicuna: Audio-Visual LLM with Interleaver and Context-Boundary Alignment for Temporal Referential Dialogue. - Yunlong Tang 002; Daiki Shimada; Jing Bi 002; 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; Chenliang Xu (CoRR, 2024)

Empowering LLMs with Pseudo-Untrimmed Videos for Audio-Visual Temporal Understanding. - Yunlong Tang 002; Daiki Shimada; Jing Bi 002; Mingqian Feng; Hang Hua; Chenliang Xu (AAAI, 2025)

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)

I2G: Generating Instructional Illustrations via Text-Conditioned Diffusion. - Jing Bi 002; Pinxin Liu; Ali Vosoughi; Jiarui Wu; Jinxi He; Chenliang Xu (CoRR, 2025)

MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness. - Yunlong Tang 002; Pinxin Liu; Mingqian Feng; Zhangyun Tan; Rui Mao 017; Chao Huang 008; Jing Bi 002; Yunzhong Xiao; Susan Liang; Hang Hua; Ali Vosoughi; Luchuan Song; et al. (CoRR, 2025)

ZeroSep: Separate Anything in Audio with Zero Training. - Chao Huang 008; Yuesheng Ma; Junxuan Huang; Susan Liang; Yunlong Tang 002; Jing Bi 002; Wenqiang Liu; Nima Mesgarani; Chenliang Xu (CoRR, 2025)

Can Sound Replace Vision in LLaVA With Token Substitution? - Ali Vosoughi; Jing Bi 002; Pinxin Liu; Yunlong Tang 002; Chenliang Xu (CoRR, 2025)

ACTLLM: Action Consistency Tuned Large Language Model. - Jing Bi 002; Lianggong Bruce Wen; Zhang Liu; Chenliang Xu (CoRR, 2025)