Publications (* indicates equal contribution)
|
|
Transolver: A Fast Transformer Solver for PDEs on General Geometries
Haixu Wu,
Huakun Luo,
Haowen Wang,
Jianming Wang,
Mingsheng Long
ICML 2024 (Spotlight Paper)
PDF | Code | Slides
We designed a physics-informed model to solve partial differential equations (PDEs), learning intrinsic physical
states for better performance.
|
|
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
PDF
We proposed a hypergraph-guided disentangled spectrum transformer network for near-infrared facial expression
recognition.
|
|
Unisolver: PDE-Conditional Transformers Are
Universal PDE Solvers
Hang Zhou*, Yuezhou Ma*, Haixu Wu, Haowen Wang,
Mingsheng Long
ICLR 2025 FM-Wild Workshop
PDF
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.
|
2024: National Scholarship, Ministry of Education (top scholarship in China, 0.2% domestically, 国家奖学金)
2023: Comprehensive Excellence Scholarship, Tsinghua University (top 1%)
2022: Comprehensive Excellence Scholarship, Tsinghua University (top 1%)
|
Badminton: I love playing badminton🏸️ ! Can't live without it 🥰
Swimming: 🏊🏻🩱🐟🏖️
|
The source code is stolen from Jon Barron. Thanks for his sharing! 🙏🏻
|
|