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Haowen Wang | 王皓雯 I'm Haowen Wang, a senior undergraduate student at School of Software, Tsinghua University, majoring in Software Engineering. I'm honored to work with Prof. Mingsheng Long, Prof. Yue Gao, and Prof. Xibin Zhao at Tsinghua University. In addition, I am fortunate to be a research visitor at University of California, San Diego, working with Prof. Zhuowen Tu this summer in collaboration with Guowei Zhang. My research interests lie in AI4Science, Computer Vision and generative AI. My research goal is to help machines see and understand this world through scientific and interpretable ways. Email / CV / Google Scholar / Github |
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Publications |
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Transolver: A Fast Transformer Solver for PDEs on General Geometries
Haixu Wu, Huakun Luo, Haowen Wang, Jianming Wang, Mingsheng Long ICML, 2024 (Spotlight) arXiv | Code | Slides We designed a physics-informed model to solve partial differential equations (PDEs), learning intrinsic physical states for better performance. |
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Hypergraph-Guided Disentangled Spectrum Transformer Networks for
Near-Infrared Facial Expression Recognition
Bingjun Luo, Haowen Wang, Jinpeng Wang, Junjie Zhu, Xibin Zhao, Yue Gao AAAI, 2024 arXiv We proposed a hypergraph-guided disentangled spectrum transformer network for near-infrared facial expression recognition. |
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Unisolver: PDE-Conditional Transformers Are
Universal PDE Solvers
Hang Zhou, Yuezhou Ma, Haixu Wu, Haowen Wang, Mingsheng Long Preprint arXiv We presents the Universal PDE solver (Unisolver) capable of solving a wide scope of PDEs by leveraging a Transformer pre-trained on diverse data and conditioned on diverse PDEs. |
Selected Awards |
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Misc |
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The source code is stolen from Jon Barron. Thanks for his sharing! 🙏🏻 |