Huan Yee Koh

A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection

Ming Jin, Huan Yee Koh, Qingsong Wen et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 406 citations · Full text

Computing, Data Science, Forecasting +16

Correlation-Aware Spatial–Temporal Graph Learning for Multivariate Time-Series Anomaly Detection

Yu Zheng, Huan Yee Koh, Ming Jin et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 91 citations

Computing, Data Science, Machine Learning +14

Physicochemical graph neural network for learning protein–ligand interaction fingerprints from sequence data

Huan Yee Koh, Thi Nguyen, Shirui Pan et al. · Nature Machine Intelligence · 2024 · 74 citations · Full text

Pharmacy, Bioinformatics, Medicinal Chemistry +15

Large language models for scientific discovery in molecular property prediction

Yizhen Zheng, Huan Yee Koh, Jiaxin Ju et al. · Nature Machine Intelligence · 2025 · 63 citations

Natural Sciences, Bioinformatics, Chemistry +16

Graph spatiotemporal process for multivariate time series anomaly detection with missing values

Yu Zheng, Huan Yee Koh, Ming Jin et al. · Information Fusion · 2024 · 47 citations · Full text

Computing, Data Science, Forecasting +16