Lirong Wu

SimVP: Simpler yet Better Video Prediction

Zhangyang Gao, Cheng Tan, Lirong Wu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 290 citations

Engineering, Machine Learning, Auxiliary Inputs +16

SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation

Jun Xia, Lirong Wu, Jintao Chen et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 255 citations · Full text

Geometric Learning, Data Augmentation, Graph Neural Network +15

Self-Supervised Learning on Graphs: Contrastive, Generative, or Predictive

Lirong Wu, Haitao Lin, Cheng Tan et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 250 citations

Graph Representation Learning, Machine Learning, Engineering +17

Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning

Cheng Tan, Zhangyang Gao, Lirong Wu et al. · 2023 · 156 citations

Engineering, Machine Learning, Temporal Attention +16

Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting

Haitao Lin, Zhangyang Gao, Yongjie Xu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 81 citations · Full text

Geometric Learning, Convolutional Neural Network, Graph Convolutions +17