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59 followers · 44 following

Achievements

Achievement: Pair Extraordinairex2Achievement: StarstruckAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex2Achievement: StarstruckAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Highlights

  • Pro

Organizations

@dgSPARSE @MLSys-UCSD

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fishmingyu/README.md

Hi, I'm Zhongming Yu 👋

Ph.D. student in CSE @ UC San Diego, advised by Prof. Jishen Zhao.
I work on LLM-based agent infrastructure — building systems where agents are first-class computational entities.

Research

  • OrcaLoca — Code fault localization agent (ICML 2025)
  • CodeMiner — Code intelligence infrastructure with hybrid retrieval (SCIP/LSP + vector + graph) (targeting VLDB 2026)
  • MemConsist — Memory consistency models for multi-agent LLM systems (targeting NeurIPS 2026)
  • SelfTune — LLM-driven evolutionary hyperparameter optimization

📌 Links

Languages

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  1. THUDM/CogDL THUDM/CogDL Public

    CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

    Python 1.8k 309

  2. GeoT GeoT Public

    GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU

    C++ 24 1

  3. dgSPARSE/dgSPARSE-Lib dgSPARSE/dgSPARSE-Lib Public

    PyTorch-Based Fast and Efficient Processing for Various Machine Learning Applications with Diverse Sparsity

    Cuda 121 28

  4. OrcaLoca OrcaLoca Public

    OrcaLoca: An LLM Agent Framework for Software Issue Localization [ICML 25]

    Python 40 7