| Disentangled Graph Neural Networks for Session-based Recommendation | Jan 10, 2022 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 |
| VGAER: Graph Neural Network Reconstruction based Community Detection | Jan 8, 2022 | Community DetectionDecoder | CodeCode Available | 1 |
| MGAE: Masked Autoencoders for Self-Supervised Learning on Graphs | Jan 7, 2022 | DecoderGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data | Jan 3, 2022 | Graph Neural Networkregression | CodeCode Available | 1 |
| Financial time series forecasting with multi-modality graph neural network | Jan 1, 2022 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| Motif Graph Neural Network | Dec 30, 2021 | Graph ClassificationGraph Embedding | CodeCode Available | 1 |
| Learning Multi-granularity User Intent Unit for Session-based Recommendation | Dec 25, 2021 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 |
| GREED: A Neural Framework for Learning Graph Distance Functions | Dec 24, 2021 | CPUGPU | CodeCode Available | 1 |
| DualGNN: Dual Graph Neural Network for Multimedia Recommendation | Dec 24, 2021 | Graph Neural NetworkMultimedia recommendation | CodeCode Available | 1 |
| Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes | Dec 20, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 |
