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marlin-codes/README.md

Hi there 👋 I am Menglin Yang

I am currently a Postdoctoral researcher at Yale University. Before that, I obtained my Ph.D. from The Chinese University of Hong Kong.

My research interests are mainly in geometric machine learning and data mining. Recently, I have been working on the following topics, including

  • Hyperbolic Geometry
  • Representation Learning
  • Transformers
  • Large Language Models
  • AI for Drug Discovery (AI4Drug)
  • Recommender Systems

Please feel free to contact me (menglin.yang[@]outlook.com) if you have anything to discuss. 👉 You can find the hyperbolic learning groups at Slack: https://join.slack.com/t/hyperboliclearning/shared_invite/zt-1qcqgtwfr-HpsRSzDhvkAEal6dOnKDvA

Pinned

  1. Awesome-Hyperbolic-Representation-and-Deep-Learning Awesome-Hyperbolic-Representation-and-Deep-Learning Public

    Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

    229 28

  2. HTGN HTGN Public

    PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"

    Python 40 4

  3. HICF HICF Public

    PyTorch Implementation for "Hyperbolic Informative Collaborative Filtering(KDD2022)"

    Python 6 1

  4. HRCF HRCF Public

    PyTorch Implementation for "HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization(WWW2022)"

    Python 8

  5. HIE HIE Public

    PyTorch Implementation for "Hyperbolic Representation Learning: Revisiting and Advancing (ICML 2023)"

    Python 3 1