| Graph Neural Networks on Discriminative Graphs of Words | Oct 27, 2024 | Classificationgraph construction | CodeCode Available | 0 |
| The unknown knowns: a graph-based approach for temporal COVID-19 literature mining | Mar 23, 2021 | graph constructionGraph Generation | CodeCode Available | 0 |
| Anchor Learning with Potential Cluster Constraints for Multi-view Clustering | Dec 21, 2024 | Clusteringgraph construction | CodeCode Available | 0 |
| DyNet: The Dynamic Neural Network Toolkit | Jan 15, 2017 | graph construction | CodeCode Available | 0 |
| Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data | Jan 31, 2022 | Emotion RecognitionEvent Detection | CodeCode Available | 0 |
| A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions | Sep 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| Oversquashing in GNNs through the lens of information contraction and graph expansion | Aug 6, 2022 | graph construction | CodeCode Available | 0 |
| BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering | Apr 4, 2024 | graph constructionInformation Retrieval | CodeCode Available | 0 |
| A Double-Graph Based Framework for Frame Semantic Parsing | Jun 18, 2022 | graph constructionSemantic Parsing | CodeCode Available | 0 |
| Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs | Oct 18, 2019 | Document Summarizationgraph construction | CodeCode Available | 0 |
| Towards Dynamic Computation Graphs via Sparse Latent Structure | Sep 3, 2018 | graph construction | CodeCode Available | 0 |
| Semi-Supervised Learning With Graph Learning-Convolutional Networks | Jun 1, 2019 | graph constructionGraph Learning | CodeCode Available | 0 |
| Towards Real-Time Temporal Graph Learning | Oct 8, 2022 | graph constructionGraph Learning | CodeCode Available | 0 |
| PCN: A Deep Learning Approach to Jet Tagging Utilizing Novel Graph Construction Methods and Chebyshev Graph Convolutions | Sep 12, 2023 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Networks for Jamming Source Localization | Jun 1, 2025 | feature selectiongraph construction | CodeCode Available | 0 |
| PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos | Jan 1, 2025 | graph construction | CodeCode Available | 0 |
| Sentiment-Driven Community Detection in a Network of Perfume Preferences | Oct 24, 2024 | Community DetectionGraph Clustering | CodeCode Available | 0 |
| SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction | Dec 31, 2024 | graph constructionPrediction | CodeCode Available | 0 |
| Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval | Oct 1, 2022 | Domain Adaptationgraph construction | CodeCode Available | 0 |
| Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification? | Jul 24, 2024 | Classificationgraph construction | CodeCode Available | 0 |
| Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning | Dec 27, 2023 | Continual Learninggraph construction | CodeCode Available | 0 |
| Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Fraud Detection | Jan 3, 2025 | Fraud Detectiongraph construction | CodeCode Available | 0 |
| Privacy-Preserving Visual Content Tagging using Graph Transformer Networks | Oct 20, 2020 | graph constructionKnowledge Graphs | CodeCode Available | 0 |
| Privacy-Preserving Visual Content Tagging using Graph Transformer Networks | Oct 20, 2020 | graph constructionKnowledge Graphs | CodeCode Available | 0 |
| AttackSeqBench: Benchmarking Large Language Models' Understanding of Sequential Patterns in Cyber Attacks | Mar 5, 2025 | Benchmarkinggraph construction | CodeCode Available | 0 |
