Here is Tao Zhang (Tao, 张涛).
I am a Ph.D. student in the School of Engineering at Westlake University, majoring in Computer Science under the supervision of Professor Tailin Wu. In the future, I hope to integrate control theory and artificial intelligence to make impactful contributions.
If you are interested in any aspect of me, I would love to chat and collaborate, please email me at - zhangtao@westlake.edu.cn
Research Interests
- Generative Models for Science (Diffusion Models, Flow Matching)
- AI for PDE Simulation and Control
- Complex Systems
My current research focuses on leveraging generative models (diffusion models, flow matching) for scientific simulation, control, and inverse design of complex physical systems.
📖 Educations
- 2020.09 - 2024.06, B.S. in Wuhan University
- 2024.09 - now, PhD in Westlake University & Zhejiang University
📝 Publications
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Feb 2026: ICLR(2026), VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model, Tao Zhang*, Jia-Shu Pan*, Ruiqi Feng, Tailin Wu*†.
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Feb 2024: ICLR(2024,spotlight), Compositional Generative Inverse Design, Tailin Wu*, Takashi Maruyama*, Long Wei*, Tao Zhang*, Yilun Du*, Gianluca Iaccarino, Jure Leskovec.