| Evidential Temporal-aware Graph-based Social Event Detection via Dempster-Shafer Theory | May 24, 2022 | Event DetectionGraph Neural Network | —Unverified | 0 |
| RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation | May 24, 2022 | Collaborative FilteringContrastive Learning | CodeCode Available | 0 |
| High-Order Pooling for Graph Neural Networks with Tensor Decomposition | May 24, 2022 | ClassificationGraph Classification | —Unverified | 0 |
| Deep Representations for Time-varying Brain Datasets | May 23, 2022 | AttributeGraph Neural Network | CodeCode Available | 0 |
| Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints | May 23, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection | May 23, 2022 | Anomaly DetectionGraph Neural Network | —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 |
| 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 |
| A Simple Yet Effective SVD-GCN for Directed Graphs | May 19, 2022 | DenoisingGraph Neural Network | CodeCode Available | 0 |
| 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 |
| Fake News Quick Detection on Dynamic Heterogeneous Information Networks | May 14, 2022 | ArticlesGraph Neural Network | —Unverified | 0 |
| A Neural Network Architecture for Program Understanding Inspired by Human Behaviors | May 10, 2022 | Clone DetectionCode Summarization | CodeCode Available | 0 |
| Joint learning of object graph and relation graph for visual question answering | May 9, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents | May 9, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction | May 8, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| Adaptive Graph Convolutional Network Framework for Multidimensional Time Series Prediction | May 8, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| SUGER: A Subgraph-based Graph Convolutional Network Method for Bundle Recommendation | May 5, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks | May 5, 2022 | Graph Neural Network | —Unverified | 0 |
| Multi-subgoal Robot Navigation in Crowds with History Information and Interactions | May 4, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction | May 4, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
