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Achievement: Starstruckx3Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Starstruckx3Achievement: Arctic Code Vault Contributor

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@iMoonLab

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yifanfeng97/README.md

⚡️ Hi there, I'm Yifan Feng (丰一帆)

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Shuimu Scholar & Postdoc Researcher @ Tsinghua University
Pioneering Hypergraph Computation, Knowledge Extraction and Representation, Retrieval-Augmented Generation (RAG), and Multi-Agent Systems (MAS).

🌟 Spotlight & Awards

  • 🏆 Top 2% Scientist Worldwide (2024/2025)
  • 🏅 Shuimu Scholar (水木学者) @ Tsinghua University (2025)
  • 💎 Academic Rookie Award (学术新秀) @ Tsinghua University (2025) - Top 10 university-wide
  • 🥈 Silver Medal @ International Exhibition of Inventions Geneva (2024)
  • 🎓 Program Chair Member @ WWW 2026, AAAI 2026, KDD 2026

🔬 Selected Publications (First Author)

Published 30+ papers in international journals and conferences including Nature Communications, TPAMI (9 papers), CVPR, ICLR, and AAAI.

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  1. iMoonLab/HGNN iMoonLab/HGNN Public

    Hypergraph Neural Networks (AAAI 2019)

    Python 831 157

  2. Hyper-Extract Hyper-Extract Public

    Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

    Python 600 63

  3. iMoonLab/DeepHypergraph iMoonLab/DeepHypergraph Public

    A pytorch library for graph and hypergraph computation.

    Python 847 85

  4. iMoonLab/Hyper-RAG iMoonLab/Hyper-RAG Public

    "Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying, Shaoyi Du, Han Hu, and Yue Gao.

    Python 263 45