| Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering | Oct 6, 2022 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 1 |
| Geodesic Graph Neural Network for Efficient Graph Representation Learning | Oct 6, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Towards Prototype-Based Self-Explainable Graph Neural Network | Oct 5, 2022 | Graph Neural Network | —Unverified | 0 |
| TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation | Oct 3, 2022 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| Deep Spatial Domain Generalization | Oct 3, 2022 | Domain GeneralizationGraph Neural Network | CodeCode Available | 0 |
| DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm | Oct 3, 2022 | Graph Neural Network | CodeCode Available | 0 |
| ASGNN: Graph Neural Networks with Adaptive Structure | Oct 3, 2022 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation | Oct 2, 2022 | Graph Neural NetworkPrivacy Preserving | CodeCode Available | 1 |
| MultiScale MeshGraphNets | Oct 2, 2022 | Graph Neural Network | —Unverified | 0 |
| Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems like Max-Cut | Oct 2, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Probabilistic Wind Park Power Prediction using Bayesian Deep Learning and Generative Adversarial Networks | Oct 1, 2022 | Bayesian InferenceGraph Neural Network | —Unverified | 0 |
| True or False? Detecting False Information on Social Media Using Graph Neural Networks | Oct 1, 2022 | Graph Neural NetworkMisinformation | —Unverified | 0 |
| Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation | Oct 1, 2022 | Graph Neural NetworkMachine Translation | CodeCode Available | 0 |
| Social Bot-Aware Graph Neural Network for Early Rumor Detection | Oct 1, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Multi Graph Neural Network for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationGraph Neural Network | CodeCode Available | 0 |
| HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| RSGT: Relational Structure Guided Temporal Relation Extraction | Oct 1, 2022 | Graph Neural NetworkNatural Language Understanding | —Unverified | 0 |
| Gait-based Age Group Classification with Adaptive Graph Neural Network | Oct 1, 2022 | Graph Neural NetworkPose Estimation | —Unverified | 0 |
| Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement | Oct 1, 2022 | Graph Neural NetworkObject | —Unverified | 0 |
| Machine learning frontier orbital energies of nanodiamonds | Sep 30, 2022 | Graph Neural Network | —Unverified | 0 |
| A Graph Neural Network Approach to Automated Model Building in Cryo-EM Maps | Sep 30, 2022 | Graph Neural NetworkProtein Structure Prediction | CodeCode Available | 1 |
| GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials | Sep 30, 2022 | Graph Neural NetworkInductive Learning | —Unverified | 0 |
| Graph Attention Network for Camera Relocalization on Dynamic Scenes | Sep 29, 2022 | Camera RelocalizationGraph Attention | —Unverified | 0 |
| Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning | Sep 28, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics | Sep 28, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
