Hi! I am currently a second-year Master’s student at the School of Computer Science, Shanghai Jiao Tong University, under the supervision of Prof. Weinan Zhang and Prof. Yong Yu. I received my Bachelor’s Degree in Computer Science and Technology from Shanghai Jiao Tong University in 2024.

My research interests include (Multimodal) Large Language Models, LLM-based Agents, and Data Mining.

Recent News

[2025.10.22]: Our technical report about OS agent ColorAgent: Building A Robust, Personalized, and Interactive OS Agent is on arXiv!

[2025.9.19]: Our paper MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation is accepted by NeurIPS 2025!

Publications

• MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation (NeurIPS 2025)
  Ning Li*, Xiangmou Qu*, Jiamu Zhou*, Jun Wang, Muning Wen, Kounianhua Du, Xingyu Lou, Qiuying Peng, Jun Wang, Weinan Zhang

• ColorAgent: Building A Robust, Personalized, and Interactive OS Agent (Technical Report)
  Ning Li*, Qiqiang Lin*, Zheng Wu, Xiaoyun Mo, Weiming Zhang, Yin Zhao, Xiangmou Qu, Jiamu Zhou, Jun Wang, Congmin Zheng, Yuanyi Song, Hongjiang Chen, Heyuan Huang, Jihong Wang, Jiaxin Yin, Jingwei Yu, Junwei Liao, Qiuying Peng, Xingyu Lou, Jun Wang, Weiwen Liu, Zhuosheng Zhang, Weinan Zhang

• Synthesize, Retrieve, and Propagate: A Unified Predictive Modeling Framework for Relational Databases (Preprint)
  Ning Li, Kounianhua Du, Han Zhang, Quan Gan, Minjie Wang, David Wipf, Weinan Zhang

• ELF-Gym: Evaluating Large Language Models Generated Features for Tabular Prediction (CIKM 2024)
  Yanlin Zhang, Ning Li, Quan Gan, Weinan Zhang, David Wipf, Minjie Wang

• Dense Representation Learning and Retrieval for Tabular Data Prediction (KDD 2023)
  Lei Zheng, Ning Li, Xianyu Chen, Quan Gan, Weinan Zhang

• 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs (NeurIPS 2024)
  Minjie Wang*, Quan Gan*, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li8, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang

• ……