About Me
I'm a second-year Ph.D. student at University of Illinois Urbana-Champaign 🌽 from Taiwan 🇹🇼 advised by Jiaqi Ma. During my PhD, I've had the immense delight of interning with Mahito Sugiyama at National Institute of Informatics 🇯🇵. Previously, I obtained my dual Bachelor degree from University of Michigan 〽️ and Shanghai Jiao Tong University 🇨🇳.
My current research focus is on trustworthy ML and data-centric AI, with the goal being to draw theoretical insights from practical problems and develop algorithms with provable guarantees and desirable properties such as efficiency, robustness, and fairness. Previously I have worked on graph neural networks and fast graph algorithms. Generally speaking, I hold a strong interest in theoretical stuffs that involves geometry.
My (crappy) research statement can be found here.
🗞️ News
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🍻 One paper 📝 accepted by ICLR 2025 (Jan. 22, 2025).
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🏆 Received the Graduate Conference Travel Award from UIUC (Nov. 13, 2024)!
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🏆 Received the NeurIPS 2024 Scholar Award, see you in Vancouver (Oct. 11, 2024)!
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🍻 Two papers 📝 accepted by NeurIPS 2024 with one Spotlight (Sep. 26, 2024).
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📚 We launched the ongoing Data Attribution Reading Group (June 23, 2024).
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🚀 Interning @National Institute of Informatics 🇯🇵 (May 12, 2024).
Only the latest news from the past year is listed. For more, please visit the Experience and Research.
🔖 Misc
In my spare time, I do street photography 📷 and I'm constantly writing course notes 📝.
