| NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams | Dec 5, 2023 | Graph Neural Network | —Unverified | 0 |
| Neural Sign Actors: A diffusion model for 3D sign language production from text | Dec 5, 2023 | Graph Neural NetworkSign Language Production | —Unverified | 0 |
| LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks | Dec 4, 2023 | Emotion RecognitionGraph Attention | —Unverified | 0 |
| Dissecting Medical Referral Mechanisms in Health Services: Role of Physician Professional Networks | Dec 4, 2023 | Graph Neural NetworkManagement | —Unverified | 0 |
| GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs | Dec 4, 2023 | Explanation GenerationGraph Neural Network | CodeCode Available | 0 |
| A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data | Dec 4, 2023 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| Knowledge Graph Driven Recommendation System Algorithm | Dec 1, 2023 | Graph Neural Network | —Unverified | 0 |
| Semantic Parsing for Question Answering over Knowledge Graphs | Dec 1, 2023 | DecoderGraph Neural Network | —Unverified | 0 |
| Preference and Concurrence Aware Bayesian Graph Neural Networks for Recommender Systems | Nov 30, 2023 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Propagate & Distill: Towards Effective Graph Learners Using Propagation-Embracing MLPs | Nov 29, 2023 | Graph Neural NetworkKnowledge Distillation | —Unverified | 0 |
| PyTorch Geometric High Order: A Unified Library for High Order Graph Neural Network | Nov 28, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization | Nov 28, 2023 | AllDenoising | —Unverified | 0 |
| Dynamic Fault Characteristics Evaluation in Power Grid | Nov 28, 2023 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| MultiModal-Learning for Predicting Molecular Properties: A Framework Based on Image and Graph Structures | Nov 28, 2023 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Hyper-Relational Knowledge Graph Neural Network for Next POI | Nov 28, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning | Nov 27, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction | Nov 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Soil Organic Carbon Estimation from Climate-related Features with Graph Neural Network | Nov 27, 2023 | Graph Neural NetworkManagement | —Unverified | 0 |
| Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation | Nov 27, 2023 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| A Social-aware Gaussian Pre-trained Model for Effective Cold-start Recommendation | Nov 27, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning | Nov 25, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion | Nov 24, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction | Nov 24, 2023 | Graph Neural NetworkGraph Regression | —Unverified | 0 |
| Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation | Nov 24, 2023 | Graph Neural Network | CodeCode Available | 0 |
| BHGNN-RT: Network embedding for directed heterogeneous graphs | Nov 24, 2023 | Graph Neural NetworkNetwork Embedding | CodeCode Available | 0 |