Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA. - Ali Vosoughi; Shijian Deng; Songyang Zhang; Yapeng Tian; Chenliang Xu; Jiebo Luo 001 (CoRR, 2023)

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

Separating Invisible Sounds Toward Universal Audiovisual Scene-Aware Sound Separation. - Yiyang Su; Ali Vosoughi; Shijian Deng; Yapeng Tian; 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)

Learning Audio Concepts from Counterfactual Natural Language. - Ali Vosoughi; Luca Bondi; Ho-Hsiang Wu; Chenliang Xu (ICASSP, 2024)

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)

Cross Modality Bias in Visual Question Answering: A Causal View With Possible Worlds VQA. - Ali Vosoughi; Shijian Deng; Songyang Zhang; Yapeng Tian; Chenliang Xu; Jiebo Luo 001 (IEEE Trans. Multim., 2024)

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)

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)

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

OPENXRD: A Comprehensive Benchmark and Enhancement Framework for LLM/MLLM XRD Question Answering. - Ali Vosoughi; Ayoub Shahnazari; Yufeng Xi; Zeliang Zhang; Griffin Hess; Chenliang Xu; Niaz Abdolrahim (CoRR, 2025)