no code implementations • 13 Mar 2024 • Mingyue Cheng, Hao Zhang, Jiqian Yang, Qi Liu, Li Li, Xin Huang, Liwei Song, Zhi Li, Zhenya Huang, Enhong Chen
Through this gateway, users have the opportunity to submit their questions, testing the models on a personalized and potentially broader range of capabilities.
no code implementations • 3 Mar 2024 • Mingyue Cheng, Jiqian Yang, Tingyue Pan, Qi Liu, Zhi Li
This paper introduces ConvTimeNet, a novel deep hierarchical fully convolutional network designed to serve as a general-purpose model for time series analysis.
no code implementations • 26 Feb 2024 • Zhiding Liu, Jiqian Yang, Mingyue Cheng, Yucong Luo, Zhi Li
Secondly, the one-step generation schema is widely followed, which necessitates a customized forecasting head and overlooks the temporal dependencies in the output series, and also leads to increased training costs under different horizon length settings.