| Temporal Graph Neural Networks for Irregular Data | Feb 16, 2023 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| CUTS: Neural Causal Discovery from Irregular Time-Series Data | Feb 15, 2023 | Causal DiscoveryGraph Neural Network | CodeCode Available | 1 |
| EspalomaCharge: Machine learning-enabled ultra-fast partial charge assignment | Feb 14, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems | Feb 14, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility | Feb 14, 2023 | Decision MakingDecoder | —Unverified | 0 |
| Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations | Feb 13, 2023 | Autonomous DrivingDisaster Response | —Unverified | 0 |
| Homophily-oriented Heterogeneous Graph Rewiring | Feb 13, 2023 | Graph Neural Network | —Unverified | 0 |
| Multiscale Graph Neural Network Autoencoders for Interpretable Scientific Machine Learning | Feb 13, 2023 | Graph Neural Network | —Unverified | 0 |
| Expediting Distributed DNN Training with Device Topology-Aware Graph Deployment | Feb 13, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Learning and Aggregating Lane Graphs for Urban Automated Driving | Feb 13, 2023 | Graph Neural Network | —Unverified | 0 |
| USER: Unsupervised Structural Entropy-based Robust Graph Neural Network | Feb 12, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning | Feb 12, 2023 | Gaussian ProcessesGraph Neural Network | CodeCode Available | 1 |
| Semi-decentralized Federated Ego Graph Learning for Recommendation | Feb 10, 2023 | Collaborative FilteringGraph Learning | —Unverified | 0 |
| Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks | Feb 8, 2023 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| On Generalized Degree Fairness in Graph Neural Networks | Feb 8, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Cooperative Beamforming and RISs Association for Multi-RISs Aided Multi-Users MmWave MIMO Systems through Graph Neural Networks | Feb 8, 2023 | BlockingGraph Neural Network | —Unverified | 0 |
| SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation | Feb 8, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| An entity-guided text summarization framework with relational heterogeneous graph neural network | Feb 7, 2023 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 0 |
| Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs | Feb 7, 2023 | Graph Neural Network | CodeCode Available | 2 |
| An Implicit GNN Solver for Poisson-like problems | Feb 6, 2023 | Graph Neural Network | —Unverified | 0 |
| Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search | Feb 6, 2023 | Decision MakingGraph Classification | —Unverified | 0 |
| Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking Job Shop Problem Using Graph Neural Network and Reinforcement Learning | Feb 5, 2023 | BlockingGraph Neural Network | —Unverified | 0 |
| Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems | Feb 3, 2023 | AnatomyCombinatorial Optimization | —Unverified | 0 |
| Show me your NFT and I tell you how it will perform: Multimodal representation learning for NFT selling price prediction | Feb 3, 2023 | Graph Neural NetworkMultimodal Deep Learning | —Unverified | 0 |
| Listen2Scene: Interactive material-aware binaural sound propagation for reconstructed 3D scenes | Feb 2, 2023 | Generative Adversarial NetworkGPU | CodeCode Available | 0 |
