Profile

Who?

I'm Haoze Song, a second-year Ph.D. student from the Data Science and Analytics Thrust, INFO Hub, The Hong Kong University of Science and Technology (Guangzhou). Before this, I completed my B.Eng. in Mechatronics at Tongji University in Shanghai.

Now I’m supervised by Prof. Wei WANG, and co-supervised by Prof. Zhilu LAI.

Interests?

  • Partial Differential Equations (PDEs)

  • Neural Operator

  • Physical Simulation

Education?

Ph.D. Student / 2023 – Present

  • Data Science and Analytics, The Hong Kong University of Science and Technology (Guangzhou)

B.Eng. / 2019 – 2023

  • Mechatronics, Tongji University

Others?

  • Languages

    • English, German (B2+), Mandarin

Publications

Redefining Neural Operators in $d+1$ Dimensions

Redefining Neural Operators in $d+1$ Dimensions

Haoze Song, Zhihao Li, Xiaobo Zhang, Zecheng Gan, Zhilu Lai, Wei Wang

Under Review

Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries

Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries

Zhihao Li, Haoze Song, Di Xiao, Zhilu Lai, Wei Wang

KDD 2025