| High-Order Pooling for Graph Neural Networks with Tensor Decomposition | May 24, 2022 | ClassificationGraph Classification | —Unverified | 0 |
| Evidential Temporal-aware Graph-based Social Event Detection via Dempster-Shafer Theory | May 24, 2022 | Event DetectionGraph Neural Network | —Unverified | 0 |
| Deep Representations for Time-varying Brain Datasets | May 23, 2022 | AttributeGraph Neural Network | CodeCode Available | 0 |
| GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection | May 23, 2022 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| How Powerful are Spectral Graph Neural Networks | May 23, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints | May 23, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Edge Graph Neural Networks for Massive MIMO Detection | May 22, 2022 | Graph Neural Network | —Unverified | 0 |
| Micro-video recommendation model based on graph neural network and attention mechanism | May 21, 2022 | Graph Neural Network | —Unverified | 0 |
| De novo design of protein target specific scaffold-based Inhibitors via Reinforcement Learning | May 21, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification | May 21, 2022 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| EGR: Equivariant Graph Refinement and Assessment of 3D Protein Complex Structures | May 20, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| A Correlation Information-based Spatiotemporal Network for Traffic Flow Forecasting | May 20, 2022 | Graph Neural NetworkTraffic Prediction | CodeCode Available | 1 |
| FairNorm: Fair and Fast Graph Neural Network Training | May 20, 2022 | FairnessGraph Neural Network | —Unverified | 0 |
| Label-invariant Augmentation for Semi-Supervised Graph Classification | May 19, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| Plane Geometry Diagram Parsing | May 19, 2022 | Geometry Problem SolvingGraph Neural Network | CodeCode Available | 1 |
| A Simple Yet Effective SVD-GCN for Directed Graphs | May 19, 2022 | DenoisingGraph Neural Network | CodeCode Available | 0 |
| A graph representation of molecular ensembles for polymer property prediction | May 17, 2022 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 |
| CellTypeGraph: A New Geometric Computer Vision Benchmark | May 17, 2022 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation | May 16, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Neural-Symbolic Models for Logical Queries on Knowledge Graphs | May 16, 2022 | Complex Query AnsweringGraph Neural Network | CodeCode Available | 1 |
| Topology-aware Graph Neural Networks for Learning Feasible and Adaptive ac-OPF Solutions | May 16, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets | May 15, 2022 | Drug DesignGraph Neural Network | CodeCode Available | 2 |
| Fake News Quick Detection on Dynamic Heterogeneous Information Networks | May 14, 2022 | ArticlesGraph Neural Network | —Unverified | 0 |
| Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System | May 12, 2022 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 |
| A Neural Network Architecture for Program Understanding Inspired by Human Behaviors | May 10, 2022 | Clone DetectionCode Summarization | CodeCode Available | 0 |
