UniCon: Unified Context Network for Robust Active Speaker Detection. - Yuanhang Zhang; Susan Liang; Shuang Yang; Xiao Liu 040; Zhongqin Wu; Shiguang Shan; Xilin Chen 001 (ACM Multimedia, 2021)

UniCon+: ICTCAS-UCAS Submission to the AVA-ActiveSpeaker Task at ActivityNet Challenge 2022. - Yuanhang Zhang; Susan Liang; Shuang Yang; Shiguang Shan (CoRR, 2022)

AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis. - Susan Liang; Chao Huang 008; Yapeng Tian; Anurag Kumar; Chenliang Xu (NeurIPS, 2023)

DAVIS: High-Quality Audio-Visual Separation with Generative Diffusion Models. - Chao Huang 008; 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 008; Yapeng Tian; Anurag Kumar; Chenliang Xu (CoRR, 2023)

Scalable CP Decomposition for Tensor Learning using GPU Tensor Cores. - Zeliang Zhang; Zhuo Liu; Susan Liang; Zhiyuan Wang; Yifan Zhu 003; Chen Ding 001; 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)

High-Quality Visually-Guided Sound Separation from Diverse Categories. - Chao Huang 008; 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 008; Yapeng Tian; Anurag Kumar; Chenliang Xu (ACCV (6), 2024)

Learning to Transform Dynamically for Better Adversarial Transferability. - Rongyi Zhu; Zeliang Zhang; Zhuo Liu; Chenliang Xu; Susan Liang (CVPR, 2024)

Random Smooth-based Certified Defense against Text Adversarial Attack. - Zeliang Zhang; Wei Yao 017; Susan Liang; Chenliang Xu (EACL (Findings), 2024)

Approximated Likelihood Ratio: A Forward-Only and Parallel Framework for Boosting Neural Network Training. - Zeliang Zhang; Jinyang Jiang 001; Zhuo Liu; Susan Liang; Yijie Peng; Chenliang Xu (CoRR, 2024)

Will the Inclusion of Generated Data Amplify Bias Across Generations in Future Image Classification Models? - Zeliang Zhang; Xin Liang; Mingqian Feng; Susan Liang; Chenliang Xu (CoRR, 2024)

Scaling Concept With Text-Guided Diffusion Models. - Chao Huang 008; 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 008; Jing Bi 002; Zeliang Zhang; Pooyan Fazli; Chenliang Xu (CVPR, 2025)

Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives. - Zeliang Zhang; Susan Liang; Daiki Shimada; Chenliang Xu (ICLR, 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)

From 16-Bit to 1-Bit: Visual KV Cache Quantization for Memory-Efficient Multimodal Large Language Models. - Zeliang Zhang; Yifan Zhu 003; Susan Liang; Zhiyuan Wang; Jiani Liu 013; Haiting Lin; Mingjie Zhao; Chenliang Xu; Kun Wan 001; Wentian Zhao (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)

FreSca: Unveiling the Scaling Space in Diffusion Models. - Chao Huang 008; 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 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)

The Sword of Damocles in ViTs: Computational Redundancy Amplifies Adversarial Transferability. - Jiani Liu 013; Zhiyuan Wang; Zeliang Zhang; Chao Huang 008; 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 008; Jing Bi 002; Yunzhong Xiao; Susan Liang; Hang Hua; Ali Vosoughi; Luchuan Song; et al. (CoRR, 2025)

BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models. - Susan Liang; Dejan Markovic; Israel D. Gebru; Steven Krenn; Todd Keebler; Jacob Sandakly; Frank Yu; Samuel Hassel; Chenliang Xu; Alexander Richard (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)