Susan Liang

According to our database, Susan Liang authored at least 26 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, May, 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, May, 2025

MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness.

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

CoRR, May, 2025

The Sword of Damocles in ViTs: Computational Redundancy Amplifies Adversarial Transferability.

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

CoRR, April, 2025

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

CoRR, April, 2025

Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1).

Jing Bi, Susan Liang, Xiaofei Zhou, Pinxin Liu, Junjia Guo, Yunlong Tang, Luchuan Song, Chao Huang, Guangyu Sun, Jinxi He, Jiarui Wu, Shu Yang, Daoan Zhang, Chen Chen, Lianggong Bruce Wen, Zhang Liu, Jiebo Luo, Chenliang Xu

CoRR, April, 2025

FreSca: Unveiling the Scaling Space in Diffusion Models.

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

CoRR, April, 2025

VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity.

Jing Bi, Junjia Guo, Susan Liang, Guangyu Sun, Luchuan Song, Yunlong Tang, Jinxi He, Jiarui Wu, Ali Vosoughi, Chen Chen, Chenliang Xu

CoRR, March, 2025

From 16-Bit to 1-Bit: Visual KV Cache Quantization for Memory-Efficient Multimodal Large Language Models.

Zeliang Zhang, Yifan Zhu, Susan Liang, Zhiyuan Wang, Jiani Liu, Haiting Lin, Mingjie Zhao, Chenliang Xu, Kun Wan, Wentian Zhao

CoRR, February, 2025

Generative AI for Cel-Animation: A Survey.

Yunlong Tang, Junjia Guo, Pinxin Liu, Zhiyuan Wang, Hang Hua, Jia-Xing Zhong, Yunzhong Xiao, Chao Huang, Luchuan Song, Susan Liang, Yizhi Song, Liu He, Jing Bi, Mingqian Feng, Xinyang Li, Zeliang Zhang, Chenliang Xu

CoRR, January, 2025

Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives.

Zeliang Zhang, Susan Liang, Daiki Shimada, Chenliang Xu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Scaling Concept With Text-Guided Diffusion Models.

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

Approximated Likelihood Ratio: A Forward-Only and Parallel Framework for Boosting Neural Network Training.

Zeliang Zhang, Jinyang Jiang, Zhuo Liu, Susan Liang, Yijie Peng, Chenliang Xu

CoRR, 2024

Random Smooth-based Certified Defense against Text Adversarial Attack.

Zeliang Zhang, Wei Yao, Susan Liang, Chenliang Xu

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Learning to Transform Dynamically for Better Adversarial Transferability.

Rongyi Zhu, Zeliang Zhang, Zhuo Liu, Chenliang Xu, Susan Liang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Language-Guided Joint Audio-Visual Editing via One-Shot Adaptation.

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

Proceedings of the Computer Vision - ACCV 2024, 2024

High-Quality Visually-Guided Sound Separation from Diverse Categories.

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

Proceedings of the Computer Vision - ACCV 2024, 2024

2023

Video Understanding with Large Language Models: A Survey.

Yunlong Tang, Jing Bi, Siting Xu, Luchuan Song, Susan Liang, Teng Wang, Daoan Zhang, Jie An, Jingyang Lin, Rongyi Zhu, Ali Vosoughi, Chao Huang, Zeliang Zhang, Feng Zheng, Jianguo Zhang, Ping Luo, Jiebo Luo, Chenliang Xu

CoRR, 2023

Scalable CP Decomposition for Tensor Learning using GPU Tensor Cores.

Zeliang Zhang, Zhuo Liu, Susan Liang, Zhiyuan Wang, Yifan Zhu, Chen Ding, Chenliang Xu

CoRR, 2023

Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fields.

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

CoRR, 2023

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

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

CoRR, 2023

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

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

UniCon+: ICTCAS-UCAS Submission to the AVA-ActiveSpeaker Task at ActivityNet Challenge 2022.

Yuanhang Zhang, Susan Liang, Shuang Yang, Shiguang Shan

CoRR, 2022

2021

UniCon: Unified Context Network for Robust Active Speaker Detection.

Yuanhang Zhang, Susan Liang, Shuang Yang, Xiao Liu, Zhongqin Wu, Shiguang Shan, Xilin Chen

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021