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Yufei Kuang

PhD Student


yufeikuang@miralab.ai

Interests

  • Learning to Optimize
  • Symbolic Optimization
  • Reinforcement Learning

Education

  • B.S., Statistics, 2020

    Nanjing University

About me

I am currently a master student in USTC. My advisor is Prof. Jie Wang, who leads the MIRA Lab. My research interests include learning to optimize, symbolic optimization, and reinforcement learning.

Awards

  • Excellent Interns, Noah’s Ark Lab (5/400+), 2023

Experience

  • Intern at Noah’s Ark Lab, Huawei Technologies, 2022/06 -

Publications

Zhihai Wang, Xijun Li, Jie Wang, Yufei Kuang, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu. Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. ICLR 2023.

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Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li. Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization. AAAI 2022.

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Qi Zhou, Yufei Kuang, Zherui Qiu, Houqiang Li, Jie Wang. Promoting Stochasticity for Expressive Policies via a Simple and Efficient Regularization Method. NeurIPS 2020.

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