no code implementations • 2 Mar 2021 • Yucheng Lu, Youngsuk Park, Lifan Chen, Yuyang Wang, Christopher De Sa, Dean Foster
In large-scale time series forecasting, one often encounters the situation where the temporal patterns of time series, while drifting over time, differ from one another in the same dataset.
no code implementations • 15 Sep 2020 • Luyang Kong, Lifan Chen, Ming Chen, Parminder Bhatia, Laurent Callot
Anomaly detectors are often designed to catch statistical anomalies.
2 code implementations • Bioinformatics 2020 • Lifan Chen, Xiaoqin Tan, Dingyan Wang, Feisheng Zhong, Xiaohong Liu, Tianbiao Yang, Xiaomin Luo, Kaixian Chen, Hualiang Jiang, Mingyue Zheng
Motivation Identifying compound–protein interaction (CPI) is a crucial task in drug discovery and chemogenomics studies, and proteins without three-dimensional structure account for a large part of potential biological targets, which requires developing methods using only protein sequence information to predict CPI.
Ranked #2 on Drug Discovery on LIT-PCBA(ESR1_ant)