📝 Selected Publications

COLM 2025

Breaking the Data Barrier – Building GUI Agents Through Task Generalization 🔥🔥
Junlei Zhang*, Zichen Ding*, Chang Ma, Zijie Chen, Qiushi Sun, Zhenzhong Lan, Junxian He.

(* means equal contributions)

• Check code at Our Project. 📽️
• Provide insights into cross-domain knowledge transfer for GUI agents. 🤖
• Offer a practical approach to addressing data scarcity challenges in this emerging field. 💫

ACL 2025

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis [CCF-A]
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.

• Check demos at Our Website. 🌐
• Shift from task-driven to interaction-driven GUI data synthesis. 🤖
• A manual-free data pipeline for synthesizing GUI agent trajectories. 🧬

EMNLP 2024

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. 🌐
• An innovative framework for automating peer review. 🌊

• Preprint ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows,
  Qiushi Sun, Zhoumianze Liu, Chang Ma, Zichen Ding, Fangzhi Xu, Zhangyue Yin, Haiteng Zhao, Zhenyu Wu, Kanzhi Cheng, Zhaoyang Liu, Jianing Wang, Qintong Li, Xiangru Tang, Tianbao Xie, Xiachong Feng, Xiang Li, Ben Kao, Wenhai Wang, Biqing Qi, Lingpeng Kong, Zhiyong Wu.

• ACL 2025 Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with LLMs, [CCF-A]
  Kangyang Luo, Zichen Ding, Zhenmin Weng, Lingfeng Qiao, Meng Zhao, Xiang Li, Di Yin, Jinlong Shu.

• ICLR 2025 (Spotlight) OS-ATLAS: A Foundation Action Model For Generalist GUI Agents, [Core A*]
  Zhiyong Wu*, Zhenyu Wu*, Fangzhi Xu*, Yian Wang*, Qiushi Sun, Chengyou Jia, Kanzhi Cheng, Zichen Ding, Liheng Chen, Paul Pu Liang, Yu Qiao.

• SIGKDD 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, [Core 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. 📚✨🔍