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SteveTANTAN/README.md

🌐 Explore my full homepage →

👨‍🎓 About Me

🎓 Ph.D. candidate @ UNSW CSE & CSIRO Data61
🔬 Researching on Knowledge Graph Reasoning · Structured RAG · Graph Mining
👨‍🏫 Teaching Academic & Course Admin @ UNSW COMP9311/9313/9315
💼 MLE & Researcher intern @ TikTok, Australia

🏆 GitHub Highlights

🛠️ Tech Stack

✨ Quote

“Knowledge graphs are not just data — they are reasoning scaffolds for LLMs.”

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  1. PoG PoG Public

    [WWW 2025] Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning

    Python 79 10

  2. HydraRAG HydraRAG Public

    [EMNLP 2025] HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning

    Python 25 6

  3. MemoTime MemoTime Public

    [WWW 2026] MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning

    Python 20

  4. PRoH PRoH Public

    Forked from zaixjun/PRoH

    [WWW 2026] PRoH: Dynamic Planning and Reasoning over Knowledge Hypergraphs for Retrieval-Augmented Generation

    Python

  5. Hydra Hydra Public

    Official Website [EMNLP2025] HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning (Main conference)

    HTML 1

  6. kh-peak kh-peak Public

    [CIKM 2023] Higher-Order Peak Decomposition

    C++ 1