Publications

Resume

Pics

Zhihao LI

Ph.D. Candidate

Data Science and Analytics Thrust, Information Hub

The Hong Kong University of Science and Technology (Guangzhou)

[E-mail] [Google-Scholar] [Github] [DBLP]

About

I am a final-year Ph.D. student in the Data Science and Analytics Thrust, Information Hub, at The Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Wei Wang and co-supervised by Prof. Zhilu Lai.

My research focuses on AI for Science, particularly AI for PDEs, which involves leveraging machine learning to solve partial differential equations (PDEs) in interdisciplinary applications.

<aside> ✨

Research Highlights

• Hybrid neural and numerical methods for PDE solving and discovering.
• Understanding and enhancing neural PDE solver from a mathematical and physical perspective.
• Graph Representation Learning in Non-Euclidean spaces. </aside>

🌟 Selected Projects

🌀 AMG: Neural Operator for PDEs on Arbitrary Geometries

GitHub - lizhihao2022/AMG: [KDD 2025] Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries

🕶️ Awesome AI4PDE

GitHub - lizhihao2022/Awesome-AI4PDE

Awesome AI4PDE