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Achievements

Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: 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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Postdoctoral Researcher · BX Program (博新计划) · Shuimu Scholar @ Tsinghua University
Pioneering Hypergraph Computation, Knowledge Extraction and Representation, Retrieval-Augmented Generation (RAG), and Multi-Agent Systems (MAS).
🔎 I'm currently on the job market for faculty positions — feel free to reach out!

🌟 Spotlight & Awards

  • 🎖️ Postdoctoral Innovation Talent Support Program (博新计划) (2026)
  • 📜 CSIG Doctoral Dissertation Incentive Program (2026) - Nomination
  • 🏆 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)

🚀 Open Source

Trendshift: GitHub Trending #2

  • 🔥 Hyper-Extract — LLM-powered knowledge extraction & evolution framework. GitHub Trending #2 worldwide · 3300+ Stars
  • 🧮 DeepHypergraph (DHG) — the first hypergraph computation toolbox (PyTorch-based). 870+ Stars · 50,000+ downloads · used by 200+ institutions across 24 countries
  • 🗄️ Hypergraph-DB — a lightweight hypergraph database with built-in visualization

🔬 Selected Publications (First Author)

Published 40+ papers in international journals and conferences including Nature Communications, TPAMI (14 papers), CVPR, ICLR, and AAAI.

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  1. iMoonLab/HGNN iMoonLab/HGNN Public

    Hypergraph Neural Networks (AAAI 2019)

    Python 846 159

  2. Hyper-Extract Hyper-Extract Public

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

    Python 3.9k 444

  3. iMoonLab/DeepHypergraph iMoonLab/DeepHypergraph Public

    A pytorch library for graph and hypergraph computation.

    Python 878 89

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

    "Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Shihui Ying, Xingliang Hou, Shiquan Liu, Mingyuan Yang, Junchang Li, Shaoyi D…

    Python 315 53