Search Results for author: Jianqi Zhang

Found 2 papers, 2 papers with code

Intriguing Properties of Positional Encoding in Time Series Forecasting

1 code implementation16 Apr 2024 Jianqi Zhang, Jingyao Wang, Wenwen Qiang, Fanjiang Xu, Changwen Zheng, Fuchun Sun, Hui Xiong

Motivated by these findings, we introduce two new PEs: Temporal Position Encoding (T-PE) for temporal tokens and Variable Positional Encoding (V-PE) for variable tokens.

Time Series Time Series Forecasting

Hacking Task Confounder in Meta-Learning

1 code implementation10 Dec 2023 Jingyao Wang, Yi Ren, Zeen Song, Jianqi Zhang, Changwen Zheng, Wenwen Qiang

However, our experiments reveal an unexpected result: there is negative knowledge transfer between tasks, affecting generalization performance.

Meta-Learning Transfer Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.