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Tony L. He ttttonyhe

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🙋  About me

  • Tony / Lipeng He / Him.
  • Researcher / Software Engineer / Startup Founder
  • I'm currently pursuing a Master's (Research) degree in Computer Science at the University of Waterloo →, where I previously obtained an honours bachelor's degree in Mathematics.
  • My research focuses on Trustworthy ML, with an emphasis on the adversarial robustness of Large Language Models (LLMs), and the security & privacy of modern AI systems. I develop effective and efficient adversarial attacks, as well as principled defenses, drawing on applied cryptography, theoretical machine learning, and computer security to characterize and mitigate emerging threats.

💁  How to reach me

  • Email: lipeng.he(at)uwaterloo(dot)ca.
  • LinkedIn: ~lhe →.

🙅  What to expect

  • Most of my projects are open-srouce, check them out down below. File an issue whenever you deem needed, pull requests are always welcomed. Visit my academic profile / blog at lipeng.ac → if you want to learn more about me and my academic work or listen to my podcast 🎙️ Known Unknowns → (in Mandarin, and rarely updates) where I share random ideas in life. Drop me and email if you have any questions or suggestions. G’day.

🏗️  Latest Projects

LookAhead → | NEXUS → | Stader Analytics Dashboard → | Snapaper → | ODraw → | ORedeem →

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  1. A Monorepo for My ( 🌏 Personal Website / 🔬 Academic Profile ) and { Other Related Projects }

    TypeScript 1k 30

  2. A feature-rich, framework-agnostic serverless comment library that you can put anywhere on the web

    TypeScript 38 1

  3. Non-interactive protocol for secure transformer inference based on RNS-CKKS.

    C++ 135 21

  4. An ML-based framework for DeFi attack detection (based on adversarial contracts)

    Python 10

  5. World's first WordPress theme with a decoupled frontend — served entirely through the WP REST API, powered by Vue

    PHP 569 66

  6. All-in-one classroom platform — assignments, grading, discussion, and student management in one place

    JavaScript 117 18