Hongpei Li ☕️
Hongpei Li

Undergraduate

Shanghai University of Finance and Economics

About Me

I am currently pursuing my Bachelor’s degree at Shanghai University of Finance and Economics (2021.9 - 2025.6), specializing in the Interdisciplinary Science Experimental Class. My coursework includes Optimization, Operations Management, Algorithm Design, and Machine Learning. My research interests include Optimization and Artificial Intelligence.

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Interests
  • Artificial Intelligence
  • Operation Research
  • Optimization
Education

  • BE Data Science and Big Data Technology

    Pilot Class of Research Institute for Interdisciplinary Science at Shanghai University of Finance and Economics

📚 My Research

My research interests include Optimization, Artificial Intelligence and the Interdisciplinary of Operations Research and Machine Learning.

Currently, I’m exploring the intersection of optimization and generative models.

Please reach out to collaborate 😃

Skills & Hobbies

  • Programming Languages:

    • Python, C/C++, Julia, MATLAB, R, Kotlin

  • Frameworks and Tools:

    • Machine Learning:
      • PyTorch, PyTorch Geometric (PyG), PyTorch Lightning, Scikit-learn, Gym, Isaac Gym
    • Operations Research:
      • COPT, Gurobi, SCIP, HIGHS, OR-Tools, JuMP, CVX
    • Document Formatting:
      • LaTeX, Markdown, Typst
    • Others:
      • NumPy, Pandas, CUDA, CPython, JuliaCall, PythonCall, Shell, SSH, Git, YAML, JSON, Office, Photoshop

  • Hobbies:

    • Drawing, Biking, Skiing, Photography, Puzzle, Assembled Model, Coffee
Recent Publications
Yicheng Huang, Wanyu Zhang, Hongpei Li, Dongdong Ge, Huikang Liu, Yinyu Ye (2024). Restarted Primal-Dual Hybrid Conjugate Gradient Method for Large-Scale Quadratic Programming. arXiv.
Cite URL
Hongpei Li, Han Zhang, Ziyan He, Yunkai Jia, Bo Jiang, Xiang Huang, Dongdong Ge (2024). Solving Integrated Process Planning and Scheduling Problem via Graph Neural Network Based Deep Reinforcement Learning. arXiv.
Cite DOI URL