Publications — Chao Huang

2026

Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination

Yunlong Tang, Daiki Shimada, Hang Hua, Chao Huang, Jing Bi, Rogerio Feris, Chenliang Xu

CVPR Findings, 2026 Code

Asynchronous Temporal Modeling with Two-Agent Framework for Streaming Dense Video Captioning

Yunlong Tang, Chao Huang, Susan Liang, Jing Bi, Yicheng Wang, Daiki Shimada, Chenliang Xu

CVPR, 2026

When to Think and When to Look: Uncertainty-Guided Lookback

Jing Bi, Filippos Bellos, Junjia Guo, Yayuan Li, Chao Huang, Yunlong Tang, Luchuan Song, Susan Liang, Zhongfei Mark Zhang, Jason J. Corso, Chenliang Xu

CVPR, 2026

Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting

Yunlong Tang, Jing Bi, Chao Huang, Susan Liang, Daiki Shimada, Hang Hua, Yunzhong Xiao, Yizhi Song, Pinxin Liu, Mingqian Feng, Junjia Guo, Zhuo Liu, Luchuan Song, Ali Vosoughi, Jinxi He, Liu He, Zeliang Zhang, Jiebo Luo, Chenliang Xu

AAAI Demo, 2026 Best Demo Runner-up Paper Video Code

XModBench: Benchmarking Cross-Modal Capabilities and Consistency in Omni-Language Models

Xingrui Wang, Jiang Liu, Chao Huang, Xiaodong Yu, Ze Wang, Ximeng Sun, Jialian Wu, Alan Yuille, Emad Barsoum, Zicheng Liu

ICLR, 2026 Paper Project Code Data

DRIFT: Directional Reasoning Injection for Fine-Tuning MLLMs

Chao Huang, Zeliang Zhang, Jiang Liu, Ximeng Sun, Jialian Wu, Xiaodong Yu, Ze Wang, Chenliang Xu, Emad Barsoum, Zicheng Liu

ACL Findings, 2026 Paper Project Code

2025

ZeroSep: Separate Anything in Audio with Zero Training

Chao Huang, Yuesheng Ma, Junxuan Huang, Susan Liang, Yunlong Tang, Jing Bi, Wenqiang Liu, Nima Mesgarani, Chenliang Xu

NeurIPS, 2025 Paper Project Code

Harnessing the Computation Redundancy in ViTs to Boost Adversarial Transferability

Jiani Liu*, Zhiyuan Wang*, Zeliang Zhang*, Chao Huang, Susan Liang, Yunlong Tang, Chenliang Xu

NeurIPS, 2025 Paper

MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark

Yunlong Tang, Pinxin Liu, Mingqian Feng, Zhangyun Tan, Rui Mao, Chao Huang, Jing Bi, Yunzhong Xiao, Susan Liang, Hang Hua, Ali Vosoughi, Luchuan Song, Zeliang Zhang, Chenliang Xu

NeurIPS D&B, 2025 Paper Project Code

Learning to Highlight Audio by Watching Movies

Chao Huang, Ruohan Gao, J. M. F. Tsang, Jan Kurcius, Cagdas Bilen, Chenliang Xu, Anurag Kumar, Sanjeel Parekh

CVPR, 2025 Paper Project Code Dataset

VidComposition: Can MLLMs Analyze Compositions in Compiled Videos?

Yunlong Tang*, Junjia Guo*, Hang Hua, Susan Liang, Mingqian Feng, Xinyang Li, Rui Mao, Chao Huang, Jing Bi, Zeliang Zhang, Pooyan Fazli, Chenliang Xu

CVPR, 2025 Paper Project Code

FreSca: Scaling in Frequency Space Enhances Diffusion Models

Chao Huang, Susan Liang, Yunlong Tang, Li Ma, Yapeng Tian, Chenliang Xu

CVPR Workshop (GMCV), 2025 Paper Project Code

π-AVAS: Can Physics-Integrated Audio-Visual Modeling Boost Neural Acoustic Synthesis?

Susan Liang, Chao Huang, Yunlong Tang, Zeliang Zhang, Chenliang Xu

ICCV, 2025

High-Quality Sound Separation Across Diverse Categories via Visually-Guided Generative Modeling

Chao Huang, Susan Liang, Yapeng Tian, Anurag Kumar, Chenliang Xu

IJCV, 2025 Paper Project Code

Video Understanding with Large Language Models: A Survey

Yunlong Tang*, ..., Chao Huang, ..., Ping Luo, Jiebo Luo, Chenliang Xu

IEEE TCSVT, 2025 Paper Project

2024

DAVIS: High-Quality Audio-Visual Separation with Generative Diffusion Models

Chao Huang, Susan Liang, Yapeng Tian, Anurag Kumar, Chenliang Xu

ACCV, 2024 Best Paper Award Paper Project Code

Modeling and Driving Human Body Soundfields through Acoustic Primitives

Chao Huang, Dejan Markovic, Chenliang Xu, Alexander Richard

ECCV, 2024 Paper Project

Scaling Concept with Text-Guided Diffusion Models

Chao Huang, Susan Liang, Yunlong Tang, Yapeng Tian, Anurag Kumar, Chenliang Xu

arXiv, 2024 Paper Project Code

Language-Guided Joint Audio-Visual Editing Via One-Shot Adaptation

Susan Liang, Chao Huang, Yapeng Tian, Anurag Kumar, Chenliang Xu

ACCV, 2024 Paper Project Dataset

2023

AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis

Susan Liang, Chao Huang, Yapeng Tian, Anurag Kumar, Chenliang Xu

NeurIPS, 2023 Paper Project Code

Egocentric Audio-Visual Object Localization

Chao Huang, Yapeng Tian, Anurag Kumar, Chenliang Xu

CVPR, 2023 Paper Code

2020 & Earlier

Non-Local Part-Aware Point Cloud Denoising

Chao Huang*, Ruihui Li*, Xianzhi Li, Chi-Wing Fu

arXiv, 2020

Extreme Image Compression via Multiscale Autoencoders With Generative Adversarial Optimization

Chao Huang, Haojie Liu, Tong Chen, Qiu Shen, Zhan Ma

IEEE VCIP, 2019