EachSheep / eachsheep

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Short Bio

  • πŸŽ“ From September 2022, Haiyang started his Ph.D. degree in computer software and theory in School of Computer Science of Peking University.

  • πŸ… Haiyang received his B.E degree from School of Computer Science in Northwestern Polytechnical University in June 2022.

  • 🌱 My research interests lie in agents based on large models (LLMs/MLMs). Specifically, I am interested in:

    • πŸ”— The integration of LMs with APIs (tools).
    • πŸ›  The software engineering challenges associated with the integration.
    • πŸ“± The applications of LMs on edge devices.
  • πŸ“š My research group primarily focuses on system software, including machine learning systems, serverless computing, web systems, software engineering, and etc. In my first year of Ph.D., I studied anomaly detection, federated learning, inference optimization for LLMs in the cloud, etc.

  • πŸ” Throughout my studies from system software to deep learning, I have gained knowledge in various areas including methods and applications of natural language processing, retrieval systems, data analysis and mining, acceleration, and application of machine learning systems.

πŸ“« Correspondence

🌟 Others

  • πŸ–‹ My introduction at here.

πŸ““ Gists I wrote

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