ML Anthology

Qin, Guo

5 publications

ICML 2025 Sundial: A Family of Highly Capable Time Series Foundation Models Yong Liu, Guo Qin, Zhiyuan Shi, Zhi Chen, Caiyin Yang, Xiangdong Huang, Jianmin Wang, Mingsheng Long
ICLR 2025 Timer-XL: Long-Context Transformers for Unified Time Series Forecasting Yong Liu, Guo Qin, Xiangdong Huang, Jianmin Wang, Mingsheng Long
NeurIPS 2024 AutoTimes: Autoregressive Time Series Forecasters via Large Language Models Yong Liu, Guo Qin, Xiangdong Huang, Jianmin Wang, Mingsheng Long
ICLR 2024 Efficient ConvBN Blocks for Transfer Learning and Beyond Kaichao You, Guo Qin, Anchang Bao, Meng Cao, Ping Huang, Jiulong Shan, Mingsheng Long
NeurIPS 2024 TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables Yuxuan Wang, Haixu Wu, Jiaxiang Dong, Guo Qin, Haoran Zhang, Yong Liu, Yunzhong Qiu, Jianmin Wang, Mingsheng Long