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marlin-codes/README.md

Hi, welcome to Menglin Yang's GitHub

Thank you for visiting my GitHub repo! Recently, I have been working on data-centric AI and geometric learning for AI (DIGAI), including the following topics:

(1) Foundation Models. LLMs(Peft, RAG, Agent, Reasoning)、Multi-modal LLMs & Non-Euclidean LLMs

(2) Information Retrieval. Recommender Systems, Personalization, Knowledge graph, Data mining and Network sciences

(3) Geometric Learning. Hyperbolic Representation Learning, Differential Geometry, Hierarchical Modeling, Geometric Learning and AI4SCI

GitHub Stats

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

    Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

    551 40

  2. HTGN HTGN Public

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

    Python 48 4

  3. HICF HICF Public

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

    Python 11 1

  4. HRCF HRCF Public

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

    Python 9

  5. hyperbolicTransformer hyperbolicTransformer Public

    Pytorch implementation for Hypformer: Exploring Efficient Hyperbolic Transformer Fully in Hyperbolic Space (KDD 2024)

    Python 31 4

  6. HypLLM HypLLM Public

    PyTorch Implementation for Hyperbolic Fine-tuning for LLMs

    Python 20

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