TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis. - Haixu Wu; Tengge Hu; Yong Liu; Hang Zhou; Jianmin Wang 001; Mingsheng Long (ICLR, 2023)

Solving High-Dimensional PDEs with Latent Spectral Models. - Haixu Wu; Tengge Hu; Huakun Luo; Jianmin Wang 001; Mingsheng Long (ICML, 2023)

iTransformer: Inverted Transformers Are Effective for Time Series Forecasting. - Yong Liu; Tengge Hu; Haoran Zhang; Haixu Wu; Shiyu Wang 001; Lintao Ma; Mingsheng Long (ICLR, 2024)

TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting. - Shiyu Wang 001; Haixu Wu; Xiaoming Shi 001; Tengge Hu; Huakun Luo; Lintao Ma; James Y. Zhang; Jun Zhou 011 (ICLR, 2024)