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wzever/README.md

Hi there 👋

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I'm Wenzheng Pan (潘文峥), currently a first-year master student with Thinklab-SJTU, School of Computer Science, Shanghai Jiao Tong University. I obtained my B.E. in Computer Science and Technology from SJTU in 2024. My recent research interests lie in deep learning, neural combinatorial optimization, generative models, and broader machine learning on graphs. Visit my homepage for detailed information about me~😁 Contacts welcomed if you have same interests or any questions!

💻 Open Source Work Stats

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  1. Thinklab-SJTU/awesome-ml4co Thinklab-SJTU/awesome-ml4co Public

    Awesome machine learning for combinatorial optimization papers.

    Python 1.9k 222

  2. Thinklab-SJTU/UniCO Thinklab-SJTU/UniCO Public

    [ICLR 2025] UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP

    Python 10

  3. Thinklab-SJTU/ML4TSPBench Thinklab-SJTU/ML4TSPBench Public

    Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".

    C 36

  4. Thinklab-SJTU/ML4CO-Kit Thinklab-SJTU/ML4CO-Kit Public

    A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).

    C++ 51 6

  5. Thinklab-SJTU/pygmtools Thinklab-SJTU/pygmtools Public

    A Python Graph Matching Toolkit.

    Python 340 19

  6. Thinklab-SJTU/PPO-BiHyb Thinklab-SJTU/PPO-BiHyb Public

    Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".

    Python 100 16