| 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 |
