| DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems | Sep 29, 2023 | Efficient Explorationenergy management | —Unverified | 0 |
| Controlling Continuous Relaxation for Combinatorial Optimization | Sep 29, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| On the Equivalence of Graph Convolution and Mixup | Sep 29, 2023 | Data AugmentationGraph Neural Network | CodeCode Available | 0 |
| Learning Decentralized Flocking Controllers with Spatio-Temporal Graph Neural Network | Sep 29, 2023 | Graph Neural NetworkImitation Learning | —Unverified | 0 |
| GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations | Sep 28, 2023 | Graph Neural Network | —Unverified | 0 |
| Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation | Sep 28, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network | Sep 28, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 2 |
| GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis | Sep 27, 2023 | CPUGPU | CodeCode Available | 1 |
| GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural Network | Sep 27, 2023 | ClassificationEEG | CodeCode Available | 1 |
| Graph Neural Prompting with Large Language Models | Sep 27, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| XGV-BERT: Leveraging Contextualized Language Model and Graph Neural Network for Efficient Software Vulnerability Detection | Sep 26, 2023 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| HyperTrack: Neural Combinatorics for High Energy Physics | Sep 25, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution | Sep 24, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| A Model-Agnostic Graph Neural Network for Integrating Local and Global Information | Sep 23, 2023 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network for Stress Predictions in Stiffened Panels Under Uniform Loading | Sep 22, 2023 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction | Sep 22, 2023 | Event Relation ExtractionGraph Neural Network | —Unverified | 0 |
| Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening | Sep 20, 2023 | Active LearningBayesian Optimization | —Unverified | 0 |
| InkStream: Real-time GNN Inference on Streaming Graphs via Incremental Update | Sep 20, 2023 | CPUGPU | CodeCode Available | 0 |
| Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables | Sep 20, 2023 | FormGraph Neural Network | —Unverified | 0 |
| Article Classification with Graph Neural Networks and Multigraphs | Sep 20, 2023 | ArticlesClassification | CodeCode Available | 0 |
| MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images | Sep 19, 2023 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning | Sep 19, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Efficient Low-Rank GNN Defense Against Structural Attacks | Sep 18, 2023 | Graph Neural Network | —Unverified | 0 |
| DeepHEN: quantitative prediction essential lncRNA genes and rethinking essentialities of lncRNA genes | Sep 18, 2023 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms | Sep 18, 2023 | Graph Neural NetworkProperty Prediction | CodeCode Available | 0 |
