Jialian Wu

Researcher, Advanced Micro Devices

Joined

March 2020

Names

Jialian Wu (Preferred)

Emails

****@buffalo.edu (Confirmed)

****@amd.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Advanced Micro Devices (amd.com)

2024 – Present

Researcher

Qualcomm Inc, QualComm (qti.qualcomm.com)

2023 – 2023

PhD student

State University of New York, Buffalo (buffalo.edu)

2019 – 2023

Undergrad student

Tianjin University (tju.edu)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Junsong Yuan

2019 – 2023

Expertise

Large Language Model

2024 – Present

computer vision

2019 – 2023

Publications

Learning from Online Videos at Inference Time for Computer-Use Agents
Yujian Liu, Ze Wang, Hao Chen, Ximeng Sun, Xiaodong Yu, Jialian Wu, Jiang Liu, Emad Barsoum, Zicheng Liu, Shiyu Chang
- Accepted by TMLR
- Readers: Everyone
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- ICLR 2026 Conference Withdrawn Submission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
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
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Latent Visual Reasoning
Bangzheng Li, Ximeng Sun, Jiang Liu, Ze Wang, Jialian Wu, Xiaodong Yu, Emad Barsoum, Muhao Chen, Zicheng Liu
- ICLR 2026 Poster
- 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
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 Poster
- Readers: Everyone
ImageDoctor: Diagnosing Text-to-Image Generation via Grounded Image Reasoning
Yuxiang Guo, Jiang Liu, Ze Wang, Hao Chen, Ximeng Sun, Yang Zhao, Jialian Wu, Xiaodong Yu, Zicheng Liu, Emad Barsoum
- ICLR 2026 Poster
- 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

View all 22 publications

Co-Authors

View all 68 co-authors