| Hybrid Recommendation System using Graph Neural Network and BERT Embeddings | Oct 7, 2023 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Graph Neural Networks for Fast Contingency Analysis of Power Systems | Oct 6, 2023 | Graph Neural Network | —Unverified | 0 |
| AUTOPARLLM: GNN-Guided Automatic Code Parallelization using Large Language Models | Oct 6, 2023 | Code GenerationGraph Neural Network | —Unverified | 0 |
| Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection | Oct 4, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| Mending of Spatio-Temporal Dependencies in Block Adjacency Matrix | Oct 4, 2023 | Graph Neural Network | —Unverified | 0 |
| Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks | Oct 4, 2023 | Graph Neural NetworkMisinformation | —Unverified | 0 |
| EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations | Oct 3, 2023 | Atomic ForcesBenchmarking | —Unverified | 0 |
| Graph Neural Network-based EEG Classification: A Survey | Oct 3, 2023 | ClassificationEEG | —Unverified | 0 |
| SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering | Oct 3, 2023 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Operator Learning Meets Numerical Analysis: Improving Neural Networks through Iterative Methods | Oct 2, 2023 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Score dynamics: scaling molecular dynamics with picoseconds timestep via conditional diffusion model | Oct 2, 2023 | DenoisingGraph Neural Network | CodeCode Available | 1 |
| Integration of Graph Neural Network and Neural-ODEs for Tumor Dynamic Prediction | Oct 2, 2023 | Graph Neural Network | —Unverified | 0 |
| The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks | Oct 2, 2023 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Sequential Monte Carlo Graph Convolutional Network for Dynamic Brain Connectivity | Oct 1, 2023 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| Physics-Informed Graph Neural Network for Dynamic Reconfiguration of Power Systems | Oct 1, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| GNRK: Graph Neural Runge-Kutta method for solving partial differential equations | Oct 1, 2023 | Graph Neural Network | CodeCode Available | 0 |
| PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction | Oct 1, 2023 | Few-Shot LearningGraph Neural Network | CodeCode Available | 0 |
| Are Graph Neural Networks Optimal Approximation Algorithms? | Oct 1, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| ResolvNet: A Graph Convolutional Network with multi-scale Consistency | Sep 30, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Learning State-Augmented Policies for Information Routing in Communication Networks | Sep 30, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Generative Design of inorganic compounds using deep diffusion language models | Sep 30, 2023 | Formation EnergyGraph Neural Network | —Unverified | 0 |
| MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data | Sep 29, 2023 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| ADMET property prediction through combinations of molecular fingerprints | Sep 29, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Reinforcement Learning for Node Selection in Branch-and-Bound | Sep 29, 2023 | Graph Neural Networkreinforcement-learning | —Unverified | 0 |
| DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems | Sep 29, 2023 | Efficient Explorationenergy management | —Unverified | 0 |
