no code implementations • 19 Feb 2024 • Jihai Zhang, Xiang Lan, Xiaoye Qu, Yu Cheng, Mengling Feng, Bryan Hooi
Self-Supervised Contrastive Learning has proven effective in deriving high-quality representations from unlabeled data.
no code implementations • 15 Sep 2023 • Wei Jiang, Zhongkai Yi, Li Wang, Hanwei Zhang, Jihai Zhang, Fangquan Lin, Cheng Yang
Aggregating distributed energy resources in power systems significantly increases uncertainties, in particular caused by the fluctuation of renewable energy generation.
1 code implementation • 29 Nov 2022 • Miao Xiong, Shen Li, Wenjie Feng, Ailin Deng, Jihai Zhang, Bryan Hooi
How do we know when the predictions made by a classifier can be trusted?
no code implementations • 31 Jan 2021 • Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian
Time-series is ubiquitous across applications, such as transportation, finance and healthcare.