| Improving Signed Propagation for Graph Neural Networks in Multi-Class Environments | Jan 21, 2023 | Graph Neural Network | —Unverified | 0 |
| Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning | Jan 20, 2023 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| Flex-Net: A Graph Neural Network Approach to Resource Management in Flexible Duplex Networks | Jan 20, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| DoubleH: Twitter User Stance Detection via Bipartite Graph Neural Networks | Jan 20, 2023 | Graph Neural NetworkStance Classification | —Unverified | 0 |
| Who Should I Engage with At What Time? A Missing Event Aware Temporal Graph Neural Network | Jan 20, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Explainable Multilayer Graph Neural Network for Cancer Gene Prediction | Jan 20, 2023 | Feature ImportanceGraph Learning | CodeCode Available | 1 |
| PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction | Jan 19, 2023 | Computational EfficiencyGraph Neural Network | CodeCode Available | 2 |
| FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training | Jan 18, 2023 | CPUGPU | —Unverified | 0 |
| A Comparative Analysis of Bias Amplification in Graph Neural Network Approaches for Recommender Systems | Jan 18, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Heterogeneous Multi-Robot Reinforcement Learning | Jan 17, 2023 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materials | Jan 14, 2023 | Formation EnergyGraph Neural Network | CodeCode Available | 1 |
| Classification of vertices on social networks by multiple approaches | Jan 13, 2023 | ClassificationGraph Neural Network | —Unverified | 0 |
| Modeling the evolution of temporal knowledge graphs with uncertainty | Jan 12, 2023 | Gaussian ProcessesGraph Neural Network | —Unverified | 0 |
| LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification | Jan 12, 2023 | ClassificationDynamic Time Warping | —Unverified | 0 |
| HADA: A Graph-based Amalgamation Framework in Image-text Retrieval | Jan 11, 2023 | Graph Neural NetworkImage Retrieval | CodeCode Available | 0 |
| Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks | Jan 11, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning | Jan 10, 2023 | Autonomous DrivingGraph Neural Network | CodeCode Available | 0 |
| Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms | Jan 10, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation | Jan 10, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Evaluating the Transferability of Machine-Learned Force Fields for Material Property Modeling | Jan 10, 2023 | BenchmarkingGraph Neural Network | CodeCode Available | 0 |
| Learning Compiler Pass Orders using Coreset and Normalized Value Prediction | Jan 9, 2023 | Compiler OptimizationGraph Learning | —Unverified | 0 |
| SCENE: Reasoning about Traffic Scenes using Heterogeneous Graph Neural Networks | Jan 9, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network | Jan 8, 2023 | AttributeGraph Learning | CodeCode Available | 0 |
| Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment | Jan 7, 2023 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks | Jan 6, 2023 | Graph Neural NetworkLanguage Modelling | CodeCode Available | 0 |
