I am currently a third-year Masterβs Student at the School of Data Science and Engineering, East China Normal University, under the supervision of Prof. Ming Gao and Prof. Xiang Li in the X101 lab. I am currently a research intern at Shanghai AI LAB, supervised by Dr. Zhiyong Wu.
My research interests include:
- AI Agents: Multi-Agent, OS Agent, GUI Agent, GUI o1;
- Scientific Review: automated peer reviewing, review completion;
- LLMs: inference tuning, domain foundation model, knowledge editing, PEFT.
β β β Feel free to reach out to me for academic discussions and collaborations!
π₯ News
- 2024.12: π€π€ We release OS-Genesis and OS-Atlas to advance GUI agents!
- 2024.12: ππ New homepage!
- 2024.11: π₯π₯ Our paper RELIEF is accepted to KDD 2025! π¨π¦
- 2024.11: β±οΈβ±οΈ Attend EMNLP 2024 in Miami, USA! πΊπΈ
π Selected Publications
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis π₯π₯ [Preprint]
Qiushi Sun*, Kanzhi Cheng*, Zichen Ding*, Chuanyang Jin*, Yian Wang, Fangzhi Xu, Zhenyu Wu, Chengyou Jia, Liheng Chen, Zhoumianze Liu, Ben Kao, Guohao Li, Junxian He, Yu Qiao, Zhiyong Wu.
(* means equal contributions)
- Check demos at Our Website. π
- Shift from task-driven to interaction-driven GUI data synthesis. π€
- A manual-free data pipeline for synthesizing GUI agent trajectories. π§¬
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis [CCF-B]
Jianxiang Yu*, Zichen Ding*, Jiaqi Tan, Kangyang Luo, Zhenmin Weng, Chenghua Gong, Long Zeng, Renjing Cui, Chengcheng Han, Qiushi Sun, Zhiyong Wu, Yunshi Lan, Xiang Li.
- Check demos at Our Website. π
- An innovative framework for automating peer review. π
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Preprint
OS-ATLAS: A Foundation Action Model For Generalist GUI Agents,
Zhiyong Wu*, Zhenyu Wu*, Fangzhi Xu*, Yian Wang*, Qiushi Sun, Chengyou Jia, Kanzhi Cheng, Zichen Ding, Liheng Chen, Paul Pu Liang, Yu Qiao. -
KDD 2025
RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning, [CCF-A]
Jiapeng Zhu, Zichen Ding, Jianxiang Yu, Jiaqi Tan, Xiang Li, Weining Qian.
LLMAgents@ICLR 2024
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement, [CAAI-A]
Zhiyong Wu*, Chengcheng Han*, Zichen Ding, Zhenmin Weng, Zhoumianze Liu, Shunyu Yao, Tao Yu, Lingpeng Kong.
More preprints under review will be released soon, and some papers can be found on Google Scholar. πβ¨π
π Educations
- 2022.09 - now, Masterβs, DASE, East China Normal University (via recommendation)
- 2018.09 - 2022.06, Undergraduate, School of Software Engineering, Dalian University of Technology
π» Internships
- 2023.11 - now, NLP Research Intern, NLP Group, Shanghai AI Laboratory , Shanghai, China.
π Honors and Awards
Honors
- 2022.06 β Outstanding Graduate, Dalian University of Technology
- 2018-21 β Outstanding Student, Dalian University of Technology
Competition Awards
- 2021.01 β First Place, IBM Modern Architecture Technology Elite Contest China Division
- 2021.01 β Fifth Place, Microsoft Imagine Cup China Division
- 2021.06 β First Prize in the National MathorCup College Mathematical Modeling Challenge
- 2021.07 β Second Prize in the National China Collegiate Computer Design Contest
- 2021.03 β Bronze Medal in the 2nd National College Algorithm Design and Programming Challenge
π Scholarships
- 2022-25 β Graduate Academic Scholarship, East China Normal University
- 2018-22 β Academic Excellence Scholarship, Dalian University of Technology
- 2019-21 β Science and Technology Innovation Scholarship, Dalian University of Technology
- 2021.11 β Panasonic Scholarship, Dalian University of Technology