Xiyuan Wei Ph.D. Student Department of Computer Science and Engineering Texas A&M University College Station, Texas

About Me

Hello! I am Xiyuan Wei (魏希源). I am a second-year Ph.D. student at Texas A&M University, advised by Prof. Tianbao Yang. I received my bachelor degree from Nanjing University of Information Science and Technology in 2022. My research interest lies in Machine Learning.

Some Links:

• Email: x{my_last_name}@tamu.edu
• GitHub
• Google Scholar

Publications

(Asterisk denotes equal contribution)

• FastCLIP: A Suite of Optimization Techniques to Accelerate CLIP Training with Limited Resources. [abs] [code]
  Xiyuan Wei, Fanjiang Ye, Ori Yonay, Xingyu Chen, Baixi Sun, Dingwen Tao, Tianbao Yang.
  arXiv preprint, 2024.
• Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms. [abs]
  Ming Yang*, Xiyuan Wei*, Tianbao Yang, Yiming Ying.
  To appear in Proceedings of the 41st International Conference on Machine Learning, 2024.
• Black-Box Reductions for Zeroth-Order Gradient Algorithms to Achieve Lower Query Complexity. [abs]
  Bin Gu, Xiyuan Wei, Shangqian Gao, Ziran Xiong, Cheng Deng, Heng Huang.
  Journal of Machine Learning Research, 2021.

(Last updated: )