| Neural Network Branching for Neural Network Verification | Dec 3, 2019 | Graph Neural Network | CodeCode Available | 0 |
| BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions | Jan 29, 2021 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 |
| Bregman Graph Neural Network | Sep 12, 2023 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 0 |
| Graphine: A Dataset for Graph-aware Terminology Definition Generation | Sep 9, 2021 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data | Nov 6, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Graph Fuzzy System: Concepts, Models and Algorithms | Oct 30, 2022 | Graph ClassificationGraph Clustering | CodeCode Available | 0 |
| Towards Expressive Graph Representation | Oct 12, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network | May 6, 2021 | Generative Adversarial NetworkGraph Generation | CodeCode Available | 0 |
| GraphFM: A Comprehensive Benchmark for Graph Foundation Model | Jun 12, 2024 | GPUGraph Neural Network | CodeCode Available | 0 |
| A Graph Dynamics Prior for Relational Inference | Jun 9, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation | May 24, 2023 | Graph Neural NetworkImage Manipulation | CodeCode Available | 0 |
| Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network | Dec 23, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| NeuroCUT: A Neural Approach for Robust Graph Partitioning | Oct 18, 2023 | Graph Neural Networkgraph partitioning | CodeCode Available | 0 |
| GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension | Jul 31, 2019 | Graph Neural NetworkGraph structure learning | CodeCode Available | 0 |
| Are Graph Embeddings the Panacea? An Empirical Survey from the Data Fitness Perspective | Apr 25, 2024 | Graph ClassificationGraph Embedding | CodeCode Available | 0 |
| Unsupervised Community Detection with Modularity-Based Attention Model | May 20, 2019 | ClusteringCommunity Detection | CodeCode Available | 0 |
| GraphFC: Customs Fraud Detection with Label Scarcity | May 19, 2023 | Fraud DetectionGraph Neural Network | CodeCode Available | 0 |
| Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution Systems | Feb 11, 2025 | Graph Neural Network | CodeCode Available | 0 |
| Domain Separation Graph Neural Networks for Saliency Object Ranking | Jan 1, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution | Sep 24, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| Domain-adaptive Message Passing Graph Neural Network | Aug 31, 2023 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 0 |
| Subhomogeneous Deep Equilibrium Models | Mar 1, 2024 | Graph Neural Network | CodeCode Available | 0 |
| N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules | Jun 24, 2018 | Drug DesignGraph Neural Network | CodeCode Available | 0 |
| Learning the dynamics of a one-dimensional plasma model with graph neural networks | Oct 26, 2023 | Graph Neural NetworkPhysical Simulations | CodeCode Available | 0 |
| Node Classification in Random Trees | Nov 20, 2023 | ClassificationGraph Neural Network | CodeCode Available | 0 |
| A Recurrent Graph Neural Network for Multi-Relational Data | Nov 5, 2018 | Graph Neural NetworkSociology | CodeCode Available | 0 |
| A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning | Aug 27, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases | Oct 20, 2024 | Graph Neural NetworkLanguage Modeling | CodeCode Available | 0 |
| Subtractive Aggregation for Attributed Network Anomaly Detection | Oct 26, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| SimGNN: A Neural Network Approach to Fast Graph Similarity Computation | Aug 16, 2018 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| DistrictNet: Decision-aware learning for geographical districting | Dec 11, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| GraphDIVE: Graph Classification by Mixture of Diverse Experts | Mar 21, 2021 | ClassificationGraph Classification | CodeCode Available | 0 |
| Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU | Oct 8, 2022 | CPUDiversity | CodeCode Available | 0 |
| A Practical Two-stage Ranking Framework for Cross-market Recommendation | Apr 27, 2022 | Graph Neural NetworkVocal Bursts Valence Prediction | CodeCode Available | 0 |
| Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEG | Nov 6, 2022 | Domain AdaptationEEG | CodeCode Available | 0 |
| NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation Learning | Dec 24, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Distributed-Order Fractional Graph Operating Network | Nov 8, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Graph Random Neural Features for Distance-Preserving Graph Representations | Sep 9, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching | Aug 18, 2023 | Action RecognitionFeature Correlation | CodeCode Available | 0 |
| Non-backtracking Graph Neural Networks | Oct 11, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Non-Euclidean Spatial Graph Neural Network | Dec 17, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation | Jun 19, 2021 | Few-Shot Semantic SegmentationGraph Neural Network | CodeCode Available | 0 |
| Dissimilar Nodes Improve Graph Active Learning | Dec 5, 2022 | Active LearningGraph Embedding | CodeCode Available | 0 |
| Graph Convolutional Networks with EigenPooling | Apr 30, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Scan2Mesh: From Unstructured Range Scans to 3D Meshes | Nov 26, 2018 | Graph Neural Network | CodeCode Available | 0 |
| BlueTempNet: A Temporal Multi-network Dataset of Social Interactions in Bluesky Social | Jul 24, 2024 | BlockingGraph Neural Network | CodeCode Available | 0 |
| Graph Contrastive Learning for Connectome Classification | Feb 7, 2025 | ClassificationContrastive Learning | CodeCode Available | 0 |
| GraphConfRec: A Graph Neural Network-Based Conference Recommender System | Jun 23, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis | Feb 4, 2025 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| DisGNet: A Distance Graph Neural Network for Forward Kinematics Learning of Gough-Stewart Platform | Feb 14, 2024 | GPUGraph Neural Network | CodeCode Available | 0 |