Yu Zheng

Graph Self-Supervised Learning: A Survey

Yixin Liu, Ming Jin, Shirui Pan et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 484 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +17

Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing

Yu Zheng, Jiahui Zhan, Shengfeng He et al. · 2023 · 254 citations

Deblurring, Machine Vision, Image Analysis +15

Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction

Jiahao Ji, Jingyuan Wang, Chao Huang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 222 citations · Full text

Temporal Heterogeneity, Intelligent Traffic Management, Engineering +14

Towards Unsupervised Deep Graph Structure Learning

Yixin Liu, Yu Zheng, Daokun Zhang et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 177 citations

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 · 146 citations

Intelligent Forecasting, Forecasting Methodology, Economic Forecasting +15