How to Prepare for the Next Pandemic - Investigation of Correlation Between Food Prices and COVID-19 From Global and Local Perspectives. - Yufei Zhao; Chao Huang 033; Jiebo Luo 001 (IEEE Big Data, 2022)

Egocentric Audio-Visual Object Localization. - Chao Huang 033; Yapeng Tian; Anurag Kumar; Chenliang Xu (CVPR, 2023)

AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis. - Susan Liang; Chao Huang 033; Yapeng Tian; Anurag Kumar; Chenliang Xu (NeurIPS, 2023)

DAVIS: High-Quality Audio-Visual Separation with Generative Diffusion Models. - Chao Huang 033; Susan Liang; Yapeng Tian; Anurag Kumar; Chenliang Xu (CoRR, 2023)

Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fields. - Susan Liang; Chao Huang 033; Yapeng Tian; Anurag Kumar; 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 007; Daoan Zhang; Jie An 002; Jingyang Lin; Rongyi Zhu; Ali Vosoughi; Chao Huang 033; et al. (CoRR, 2023)

High-Quality Visually-Guided Sound Separation from Diverse Categories. - Chao Huang 033; Susan Liang; Yapeng Tian; Anurag Kumar; Chenliang Xu (ACCV (6), 2024)

Language-Guided Joint Audio-Visual Editing via One-Shot Adaptation. - Susan Liang; Chao Huang 033; Yapeng Tian; Anurag Kumar; Chenliang Xu (ACCV (6), 2024)

Modeling and Driving Human Body Soundfields Through Acoustic Primitives. - Chao Huang 033; Dejan Markovic; Chenliang Xu; Alexander Richard (ECCV (10), 2024)

Scaling Concept With Text-Guided Diffusion Models. - Chao Huang 033; Susan Liang; Yunlong Tang 002; Yapeng Tian; Anurag Kumar; Chenliang Xu (CoRR, 2024)

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 033; Jing Bi 002; Zeliang Zhang 001; Pooyan Fazli; Chenliang Xu (CVPR, 2025)

Learning to Highlight Audio by Watching Movies. - Chao Huang 033; Ruohan Gao; J. M. F. Tsang; Jan Kurcius; Cagdas Bilen; Chenliang Xu; Anurag Kumar; Sanjeel Parekh (CVPR, 2025)

$ pi$-AVAS: Can Physics-Integrated Audio-Visual Modeling Boost Neural Acoustic Synthesis? - Susan Liang; Chao Huang 033; Yunlong Tang 001; Zeliang Zhang 001; Chenliang Xu (ICCV, 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 033; Luchuan Song; Susan Liang; Yizhi Song; Liu He; et al. (ICCVW, 2025)

FreSca: Unveiling the Scaling Space in Diffusion Models. - Chao Huang 033; Susan Liang; Yunlong Tang 002; Li Ma; Yapeng Tian; 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 033; 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 033; Susan Liang; Daiki Shimada; Hang Hua; Yunzhong Xiao; Yizhi Song; Pinxin Liu; Mingqian Feng; Junjia Guo; Zhuo Liu; et al. (CoRR, 2025)

The Sword of Damocles in ViTs: Computational Redundancy Amplifies Adversarial Transferability. - Jiani Liu 013; Zhiyuan Wang; Zeliang Zhang 001; Chao Huang 033; Susan Liang; Yunlong Tang 002; 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 033; 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 033; Yuesheng Ma; Junxuan Huang; Susan Liang; Yunlong Tang 002; Jing Bi 002; Wenqiang Liu; Nima Mesgarani; Chenliang Xu (CoRR, 2025)

Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models. - Yolo Yunlong Tang; Jing Bi 002; Pinxin Liu; Zhenyu Pan; Zhangyun Tan; Qianxiang Shen; Jiani Liu 013; Hang Hua; Junjia Guo; Yunzhong Xiao; Chao Huang 033; Zhiyuan Wang; et al. (CoRR, 2025)

Directional Reasoning Injection for Fine-Tuning MLLMs. - Chao Huang 033; Zeliang Zhang 001; Jiang Liu 014; Ximeng Sun; Jialian Wu; Xiaodong Yu; Ze Wang 008; Chenliang Xu; Emad Barsoum; Zicheng Liu 001 (CoRR, 2025)

XModBench: Benchmarking Cross-Modal Capabilities and Consistency in Omni-Language Models. - Xingrui Wang; Jiang Liu 014; Chao Huang 033; Xiaodong Yu; Ze Wang 008; Ximeng Sun; Jialian Wu; Alan L. Yuille; Emad Barsoum; Zicheng Liu 001 (CoRR, 2025)

When to Think and When to Look: Uncertainty-Guided Lookback. - Jing Bi 002; Filippos Bellos; Junjia Guo; Yayuan Li; Chao Huang 033; Yolo Yunlong Tang; Luchuan Song; Susan Liang; Zhongfei Mark Zhang; Jason J. Corso; Chenliang Xu (CoRR, 2025)

Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination. - Yolo Yunlong Tang; Daiki Shimada; Hang Hua; Chao Huang 033; Jing Bi 002; Rogerio Feris; Chenliang Xu (CoRR, 2025)

Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting. - Yolo Yunlong Tang; Jing Bi 002; Chao Huang 033; Susan Liang; Daiki Shimada; Hang Hua; Yunzhong Xiao; Yizhi Song; Pinxin Liu; Mingqian Feng; Junjia Guo; Zhuo Liu; et al. (AAAI, 2026)

Semantic visually-guided acoustic highlighting with large vision-language models. - Junhua Huang; Chao Huang 033; Chenliang Xu (CoRR, 2026)

Omni-Judge: Can Omni-LLMs Serve as Human-Aligned Judges for Text-Conditioned Audio-Video Generation? - Susan Liang; Chao Huang 033; Filippos Bellos; Yolo Yunlong Tang; Qianxiang Shen; Jing Bi 002; Luchuan Song; Zeliang Zhang 001; Jason J. Corso; Chenliang Xu (CoRR, 2026)

Video Understanding With Large Language Models: A Survey. - Yunlong Tang 002; Jing Bi 002; Siting Xu; Luchuan Song; Susan Liang; Teng Wang 007; Daoan Zhang; Jie An 002; Jingyang Lin; Rongyi Zhu; Ali Vosoughi; Chao Huang 033; et al. (IEEE Trans. Circuits Syst. Video Technol., 2026)

High-Quality Sound Separation Across Diverse Categories via Visually-Guided Generative Modeling. - Chao Huang 033; Susan Liang; Yapeng Tian; Anurag Kumar; Chenliang Xu (Int. J. Comput. Vis., 2026)