陈思佳 Si-Jia Chen M.Sc. student, LAMDA Group School of Artificial Intelligence Nanjing University, Nanjing 210023, China Supervisor: Professor Lijun Zhang Email: chensj@lamda.nju.edu.cn Laboratory: Computer Science Building, Xianlin Campus of Nanjing University

About Me

I am a third year graduate student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, which is led by professor Zhi-Hua Zhou.

I received my B.Sc. degree from School of Artificial Intelligence of Nanjing University. In September 2022, I was admitted to study for a M.Sc. degree without entrance examination.

Research Interests

I am interested in Machine Learning, Online Optimization Theory and Large Language Model.

Publication

1. Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
   S. Chen*, Y. Wang*, Y. Wu, Q. Chen, Z. Xu, W. Luo, K. Zhang, and L. Zhang (* indicates equal contribution)
   In Advances in Neural Information Processing Systems 37 (NeurIPS 2024), to appear, 2024.
   
   
2. Online Composite Optimization Between Stochastic and Adversarial Environments
   Y. Wang, S. Chen, W. Jiang, W. Yang, Y. Wan and L. Zhang
   In Advances in Neural Information Processing Systems 37 (NeurIPS 2024), to appear, 2024.
   
   
3. Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization
   S. Chen, Y.-J. Zhang, W.-W. Tu, P. Zhao, and L. Zhang
   Journal of Machine Learning Research (JMLR), 25(178):1−62, 2024.
   
   
4. Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization
   S. Chen, W.-W. Tu, P. Zhao, and L. Zhang
   In Proceedings of the 40th International Conference on Machine Learning (ICML 2023), pages 5002-5035, 2023.
   
   

Awards & Hornors

Excellent Graduate of Nanjing University. Nanjing, 2022.

Correspondence

Email: chensj@lamda.nju.edu.cn

Office: Room 810, Student Center, Xianlin Campus of Nanjing University