| Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network | Jun 7, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| Neuro CROSS exchange: Learning to CROSS exchange to solve realistic vehicle routing problems | Jun 6, 2022 | Graph Neural Network | —Unverified | 0 |
| HPGNN: Using Hierarchical Graph Neural Networks for Outdoor Point Cloud Processing | Jun 5, 2022 | Autonomous NavigationGraph Neural Network | —Unverified | 0 |
| Instant Graph Neural Networks for Dynamic Graphs | Jun 3, 2022 | Graph Neural Network | —Unverified | 0 |
| Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? | Jun 3, 2022 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Invertible Neural Networks for Graph Prediction | Jun 2, 2022 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| Neural Improvement Heuristics for Graph Combinatorial Optimization Problems | Jun 1, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| An Empirical Study of Retrieval-enhanced Graph Neural Networks | Jun 1, 2022 | Graph Neural NetworkGraph Property Prediction | CodeCode Available | 0 |
| Template based Graph Neural Network with Optimal Transport Distances | May 31, 2022 | Graph ClassificationGraph Matching | CodeCode Available | 0 |
| Distributed Graph Neural Network Training with Periodic Stale Representation Synchronization | May 31, 2022 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Continuous Temporal Graph Networks for Event-Based Graph Data | May 31, 2022 | Graph Neural Network | —Unverified | 0 |
| A multimedia recommendation model based on collaborative graph | May 30, 2022 | Graph Neural Networkmodel | —Unverified | 0 |
| GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation | May 30, 2022 | Graph Neural Network | —Unverified | 0 |
| DeepSAT: An EDA-Driven Learning Framework for SAT | May 27, 2022 | Graph Neural Network | —Unverified | 0 |
| Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control | May 27, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| Image Keypoint Matching using Graph Neural Networks | May 27, 2022 | Graph MatchingGraph Neural Network | —Unverified | 0 |
| Bias Reduction via Cooperative Bargaining in Synthetic Graph Dataset Generation | May 27, 2022 | BenchmarkingDataset Generation | CodeCode Available | 0 |
| DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees | May 26, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array | May 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose | May 25, 2022 | 3D Human Pose Estimation3D Multi-Person Human Pose Estimation | —Unverified | 0 |
| Improving Subgraph Representation Learning via Multi-View Augmentation | May 25, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Robust Reinforcement Learning on Graphs for Logistics optimization | May 25, 2022 | Graph Neural Networkreinforcement-learning | —Unverified | 0 |
| Service Discovery in Social Internet of Things using Graph Neural Networks | May 25, 2022 | Graph Neural Network | —Unverified | 0 |
| TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature | May 25, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Predicting Corporate Risk by Jointly Modeling Company Networks and Dialogues in Earnings Conference Calls | May 25, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| 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 |