| Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets | Jun 2, 2024 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 | 5 |
| Learning Hyper Label Model for Programmatic Weak Supervision | Jul 27, 2022 | Graph Neural Networkmodel | CodeCode Available | 0 | 5 |
| Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach | Jun 18, 2017 | Graph Neural NetworkKnowledge Base Completion | CodeCode Available | 0 | 5 |
| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 | 5 |
| DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-Decoupling | Sep 29, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Knowledge-aware Evolutionary Graph Neural Architecture Search | Nov 26, 2024 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
| BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions | Jan 29, 2021 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 | 5 |
| Knowledge-Enhanced Recommendation with User-Centric Subgraph Network | Mar 21, 2024 | Collaborative FilteringGraph Neural Network | CodeCode Available | 0 | 5 |
| Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems | Feb 21, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 | 5 |
| Bregman Graph Neural Network | Sep 12, 2023 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 0 | 5 |
| Joint Graph Learning and Matching for Semantic Feature Correspondence | Sep 1, 2021 | Graph LearningGraph Matching | CodeCode Available | 0 | 5 |
| Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification | Dec 22, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| GNN-Suite: a Graph Neural Network Benchmarking Framework for Biomedical Informatics | May 15, 2025 | BenchmarkingGraph Neural Network | CodeCode Available | 0 | 5 |
| Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees | Dec 21, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 | 5 |
| Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based Approach | Sep 3, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding | May 8, 2023 | FormGraph Neural Network | CodeCode Available | 0 | 5 |
| Iterative GNN-based Decoder for Question Generation | Nov 1, 2021 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach | Aug 26, 2020 | Graph Neural NetworkInformation Retrieval | CodeCode Available | 0 | 5 |
| I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives | Dec 12, 2023 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations | Mar 21, 2024 | CPUGraph Neural Network | CodeCode Available | 0 | 5 |
| Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert Demonstrations | Jun 20, 2024 | Graph Neural NetworkImitation Learning | CodeCode Available | 0 | 5 |
| Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? | Jun 3, 2022 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations | Jan 24, 2022 | BenchmarkingDrug Discovery | CodeCode Available | 0 | 5 |
| Learning Hierarchical Graph Neural Networks for Image Clustering | Jul 3, 2021 | ClusteringFace Clustering | CodeCode Available | 0 | 5 |
| DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs | May 18, 2023 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 | 5 |
