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ouyangyipeng/README.md

Yipeng Ouyang · 欧阳易芃

Agentic System / AI Infrastructure — languages, compilers, and runtimes — building Nexa

Homepage Google Scholar ORCID Email

GitHub Trophy — my achievement ranks and progress

I build languages, compilers, and runtimes for agentic systems. My work focuses on reliable agent execution, skill compilation, runtime evaluation, and efficient inference on real hardware.

  • Academia — Academic M.S. in Computer Science and Technology, Sun Yat-sen University · 2027 Entry. Research with Prof. Xianwei Zhang at arcSYSu Lab, National Supercomputer Center in Guangzhou.
  • Industry — AI Agent R&D Intern, Band AI, ByteDance · Jul–Nov 2026.
  • Open source — Building Nexa and its agent language, compiler, and runtime ecosystem.

Selected work

Project Focus
Nexa A harness-native language for agent workflows, with compiler checks, a Python runtime, and a Rust Agent Virtual Machine. Docs
SLIM-ARC Memory-constrained MoE inference using OS virtual memory and sparse expert loading. National First Prize, 2026 Operating System Design Contest.
ASCEND-OK Evolutionary kernel optimization for Triton-Ascend, with compilation, correctness checks, and measurements on NPUs. National Third Prize, 2026 Compiler System Design Contest.
ClassFox A local-first desktop classroom assistant for transcription, contextual Q&A, and Markdown notes. Website
YatCC-AI Compiler teaching and LLM/HPC tools. Leading the AI Hub gateway and teaching documentation.

Research

  • SkCC — Portable skill compilation across agent frameworks. Accepted at ACM CAIS 2026 — AgentSkills'26 Workshop. Project
  • RAMP — Runtime assessment of agentic models in production systems. Submitted to HPC Asia 2027. Project
  • Also working on agent memory and context management, topology-aware skill routing, and GPU kernel fusion. More on my homepage.

Tools I work with: Python · C/C++ · Rust · CUDA / Triton · LLVM · Linux

Python, C++, Rust, CUDA, Linux, and Git

GitHub playground

A few graphs, pixel scenes, and contribution games — just for fun.

Stats, languages & working hours

GitHub stars, commits, pull requests, and issues Contribution streaks over the past year, using UTC dates

All-time GitHub profile summary and contribution history

Top languages by public repository count Top languages by commits Commit activity by hour, UTC+8

Contribution activity over the past 31 days, UTC

Streaks cover the past year in UTC; the activity graph covers 31 days. The summary card includes all-time history. Working hours use UTC+8. Totals can differ by generator and GitHub view.

Contribution city & pixel scenes

My contribution calendar as a 3D city

My GitHub stats in a pixel-art Mount Fuji landscape

Isometric contribution calendar for the past six months

Pac-Man

Pac-Man animation using my contribution calendar

A programming quote

A programming quote


Outside coding: calligraphy, badminton, and geography. Support my work.

Profile views

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  1. Nexa-Language/Nexa Nexa-Language/Nexa Public

    Nexa - The FIRST-EVER Harness Native Agent Language

    Python 34

  2. jacobkrantz/VLN-CE jacobkrantz/VLN-CE Public

    Vision-and-Language Navigation in Continuous Environments using Habitat

    Python 898 91

  3. ClassAssistant ClassAssistant Public

    大学生最实用的工具之——上课摸鱼助手,再也不用怕临时点名回答问题时没听课了!

    Python 88 8

  4. XiaoyuanKousuan XiaoyuanKousuan Public

    小猿口算比大小速算脚本

    Python 42 4

  5. Thinking-GPT4o Thinking-GPT4o Public

    The prompts which could enable GPT-4o to think and act like GPT-o1-mini

    37

  6. Yat-Search-Engine Yat-Search-Engine Public

    A text searching engine from SYSU.

    C++ 16