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yuxuan-z19/README.md

Ex-PERF, LLM codesign newbie

"Cleave the darkness, and seize the light / Daybreak's meant to be free / We are gonna shatter the ties "

About Me

Benchmarked neuromorphic systems for 3 years; now wrestling with LLM performance on heterogeneous clusters:

Research Interests 🔬 Hobbies 🧩
- LLM Deployment on Heterogeneous Clusters
- AI Compiler & Kernel Generation
- LLM Finetuning + Quantization
- AutoML-driven Benchmarking
- Honkai: Star Rail & Wuthering Waves
- Solo-leveling from E-rank in LLM + MLSys

Education

  • {2023.06-Now} M.Eng. in Computer Science and Technology (Major in Computer Systems Organization), supervised by Prof. Youhui Zhang with CRAFT Lab, Dept. CST, Tsinghua University, China.
  • {2019.08-2023.06} B.Eng. in Computer Science and Technology, Dept. CST, Tsinghua University, China.

Experiences

Interns

  • [2025.06-Now] LLM Research Intern, Model R&D Department, Baidu AI Cloud
    • Focused on DNN operator orchestration and synthesis driven by autonomous agents
  • [2022.06-2022.09] RTL Design Intern, Heterogeneous Computing Division, Kuaishou Technology
    • Engaged in RTL prototyping and design of custom AI accelerators developed in-house
    • 220831: Received the "Best Intern Award" (Top 3 Recipients)
Services
  • {2025.04-Now} Huawei Campus Ambassador
  • {2025.07-Now} Editor of T+Z Technology Review, Tsinghua University, China.
  • {2025.06-Now} TA for "The 1st Docker Training Camp", Tencent Cloud (i.c.w. OpenCamp), China.
  • {2025.04-2025.05} TA for "The 2nd EulixOS Training Camp", ISCAS (i.c.w. OpenCamp), China.
  • {2024.04-2025.04} Community Manager of T+Z Technology Review, Tsinghua University, China.
  • {2024.02-2025.02} General Office Assistant + PC Maintainer at Humanities & Social Sciences Library, Tsinghua University, China.
  • {2024-2025 Fall} TA (P/T) for "Introduction to Computer Systems" (30240593), Dept. CST, Tsinghua University, China.
  • {2023-2024 Summer} TA for "Innovation Practice of Technology Products"/《科技产品创新实践》 (31510253), iCenter, Tsinghua University, China.
  • {2023-2024 Fall} TA for "Introduction to Computer Systems"/《计算机系统概论》 (30240593), Dept. CST, Tsinghua University, China.
    • 2024.12.26: Received the "Outstanding Teaching Assistant Award 2024"/"2024年优秀助教奖", with an overall rating of 6.5 over 7.0

Works

Publications

arXiv's

Projects

  • onnxdiff A tool to diff your ONNX models, with a focus on graph topology alignment and matching

Pinned Loading

  1. onnxdiff onnxdiff Public

    Diff your ONNXs

    Python