| 2025 | ICML | Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries. | Huakun Luo, Haixu Wu, Hang Zhou, Lanxiang Xing, Yichen Di, Jianmin Wang, Mingsheng Long |
| 2025 | ICML | Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers. | Hang Zhou, Yuezhou Ma, Haixu Wu, Haowen Wang, Mingsheng Long |
| 2024 | ICLR | iTransformer: Inverted Transformers Are Effective for Time Series Forecasting. | Yong Liu, Tengge Hu, Haoran Zhang, Haixu Wu, Shiyu Wang, Lintao Ma, Mingsheng Long |
| 2024 | ICLR | TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting. | Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou |
| 2024 | ICML | TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling. | Jiaxiang Dong, Haixu Wu, Yuxuan Wang, Yunzhong Qiu, Li Zhang, Jianmin Wang, Mingsheng Long |
| 2024 | ICML | Transolver: A Fast Transformer Solver for PDEs on General Geometries. | Haixu Wu, Huakun Luo, Haowen Wang, Jianmin Wang, Mingsheng Long |
| 2024 | ICML | HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction. | Lanxiang Xing, Haixu Wu, Yuezhou Ma, Jianmin Wang, Mingsheng Long |
| 2024 | ICML | Mobile Attention: Mobile-Friendly Linear-Attention for Vision Transformers. | Zhiyu Yao, Jian Wang, Haixu Wu, Jingdong Wang, Mingsheng Long |
| 2023 | ICLR | TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis. | Haixu Wu, Tengge Hu, Yong Liu, Hang Zhou, Jianmin Wang, Mingsheng Long |
| 2023 | ICML | Solving High-Dimensional PDEs with Latent Spectral Models. | Haixu Wu, Tengge Hu, Huakun Luo, Jianmin Wang, Mingsheng Long |
| 2022 | ICLR | Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy. | Jiehui Xu, Haixu Wu, Jianmin Wang, Mingsheng Long |
| 2022 | ICML | Flowformer: Linearizing Transformers with Conservation Flows. | Haixu Wu, Jialong Wu, Jiehui Xu, Jianmin Wang, Mingsheng Long |
| 2021 | CVPR | MotionRNN: A Flexible Model for Video Prediction With Spacetime-Varying Motions. | Haixu Wu, Zhiyu Yao, Jianmin Wang, Mingsheng Long |