Ming Jin

Graph Self-Supervised Learning: A Survey

Yixin Liu, Ming Jin, Shirui Pan et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 495 citations · Full text

Computing, Computer Science, Knowledge Representation +14

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

Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects

Kexin Zhang, Qingsong Wen, Chaoli Zhang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 209 citations

Computing, Computer Science, Forecasting +14

Foundation Models for Time Series Analysis: A Tutorial and Survey

Yuxuan Liang, Haomin Wen, Yuqi Nie et al. · 2024 · 175 citations · Full text

Computing, Data Science, Data Mining +10

Multivariate Time Series Forecasting With Dynamic Graph Neural ODEs

Ming Jin, Yu Zheng, Yuan-Fang Li et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 169 citations

Computing, Computational Engineering, Mathematics +17