Yusheng Su

Researcher, RadixArk

Joined

May 2021

Names

Yusheng Su (Preferred)

Emails

****@gmail.com (Confirmed)

****@mails.tsinghua.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@radixark.ai (Confirmed)

Personal Links

Career & Education History

Researcher

RadixArk (radixark.com)

2025 – Present

Researcher

Advanced Micro Devices (amd.com)

2024 – 2025

PhD student

Computer Science, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

Postdoc Advisor

Eric P. Xing

2023 – 2024

PhD Advisor

Zhiyuan Liu

2019 – 2023

Expertise

System

2025 – Present

Natural Language Processing

2019 – Present

Pre-trained Language Model

2019 – Present

Publications

Where LLM Agents Fail And How They can Learn From Failures
Kunlun Zhu, Zijia Liu, Bingxuan Li, Muxin Tian, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Yusheng Su, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, Jiaxuan You
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation
Yuzhen Zhou, Jiajun Li, Yusheng Su, Gowtham Ramesh, Zilin Zhu, Xiang Long, Chenyang Zhao, Jin Pan, Xiaodong Yu, Ze Wang, Kangrui Du, Jialian Wu, Ximeng Sun, Jiang Liu, Qiaolin Yu, Hao Chen, Zicheng Liu, Emad Barsoum
- Submitted to ICLR 2026
- Readers: Everyone
KeyVID: Keyframe-Aware Video Diffusion for Audio-Synchronized Visual Animation
Xingrui Wang, Jiang Liu, Ze Wang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Yusheng Su, Alan Yuille, Zicheng Liu, Emad Barsoum
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
KeyVID: Keyframe-Aware Video Diffusion for Audio-Synchronized Visual Animation
Xingrui Wang, Jiang Liu, Ze Wang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Yusheng Su, Alan Yuille, Zicheng Liu, Emad Barsoum
- Gen4AVC Poster
- Readers: Everyone
Unleashing Hour-Scale Video Training for Long Video-Language Understanding
Jingyang Lin, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Xiaodong Yu, Hao Chen, Jiebo Luo, Zicheng Liu, Emad Barsoum
- NeurIPS 2025 spotlight
- Readers: Everyone
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
- CoRR 2024
- Readers: Everyone
Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning
Yujia Qin, Xiaozhi Wang, Yusheng Su, Yankai Lin, Ning Ding, Jing Yi, Weize Chen, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou
- IEEE ACM Trans. Audio Speech Lang. Process. 2024
- Readers: Everyone
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chi-Min Chan, Heyang Yu, Yaxi Lu, Yi-Hsin Hung, Chen Qian, Yujia Qin, Xin Cong, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
- ICLR 2024
- Readers: Everyone
ChatDev: Communicative Agents for Software Development
Chen Qian, Wei Liu, Hongzhang Liu, Nuo Chen, Yufan Dang, Jiahao Li, Cheng Yang, Weize Chen, Yusheng Su, Xin Cong, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun
- ACL (1) 2024
- Readers: Everyone
ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, Zhiyuan Liu
- ICLR 2024
- Readers: Everyone

View all 32 publications

Co-Authors

View all 138 co-authors