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Minheng Xiao

Ph.D. Student in Operations Research

Department of Integrated Systems Engineering

The Ohio State University

1971 Neil Ave, Columbus, OH 43210

Email: xiao.1120@osu.edu

[Curriculum Vitae]

 

 

About Me

Welcome to my homepage. I’m currently a PhD student in the Department of Integrated Systems Engineering at the Ohio State University supervised by Professor Xian Yu. My research mainly focuses on developing theories and algorithms in Machine Learning and Reinforcement learning.

 

Education

  • Ph.D. student in Operations Research, The Ohio State University, Jan 2024 – Present
  • M.ENG in Operations Research, University of Michigan, 2021 – 2023

Service

  • Reviewer: KDD 2024, ACML 2024/2025, IJCNN 2025, ICONIP 2024, ICLR 2025 Workshop XAI4Science, DMBD 2024, Springer Nature

 

Publication

  • M. Xiao, C. Liu, C. Chen, J. Lui, S. Na, “PANDA: Partially Approximate NewtonMethods for Distributed Minimax Optimization with Unbalanced Dimensions”, Machine Learning, 2025.

  • M. Xiao, X. Yu, L. Ying, “Policy Gradient Methods for Risk-Sensitive Distributional Reinforcement Learning with Provable Convergence”. [Arxiv]