TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling. - Jiaxiang Dong; Haixu Wu; Yuxuan Wang 007; Yunzhong Qiu; Li Zhang 065; Jianmin Wang 001; Mingsheng Long (ICML, 2024)

TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables. - Yuxuan Wang 007; Haixu Wu; Jiaxiang Dong; Guo Qin; Haoran Zhang; Yong Liu; Yunzhong Qiu; Jianmin Wang 001; Mingsheng Long (NeurIPS, 2024)

TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables. - Yuxuan Wang 007; Haixu Wu; Jiaxiang Dong; Yong Liu; Yunzhong Qiu; Haoran Zhang; Jianmin Wang 001; Mingsheng Long (CoRR, 2024)

Deep Time Series Models: A Comprehensive Survey and Benchmark. - Yuxuan Wang 007; Haixu Wu; Jiaxiang Dong; Yong Liu; Mingsheng Long; Jianmin Wang 001 (CoRR, 2024)

Metadata Matters for Time Series: Informative Forecasting with Transformers. - Jiaxiang Dong; Haixu Wu; Yuxuan Wang 007; Li Zhang 065; Jianmin Wang 001; Mingsheng Long (CoRR, 2024)