| PhysGNN: A Physics-Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image-Guided Neurosurgery | Sep 9, 2021 | Graph Neural NetworkInductive Learning | CodeCode Available | 1 |
| Deep Iterative and Adaptive Learning for Graph Neural Networks | Dec 17, 2019 | Graph LearningGraph structure learning | CodeCode Available | 1 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 |
| HGATE: Heterogeneous Graph Attention Auto-Encoders | Nov 28, 2021 | Graph AttentionGraph Representation Learning | CodeCode Available | 1 |
| funcGNN: A Graph Neural Network Approach to Program Similarity | Jul 26, 2020 | Code SearchGraph Embedding | CodeCode Available | 1 |
| FOLD-R++: A Scalable Toolset for Automated Inductive Learning of Default Theories from Mixed Data | Oct 15, 2021 | feature selectionInductive Learning | CodeCode Available | 1 |
| Learning to Generate Levels From Nothing | Feb 12, 2020 | Image GenerationInductive Learning | CodeCode Available | 1 |
| A Collective Learning Framework to Boost GNN Expressiveness | Mar 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| An Uncoupled Training Architecture for Large Graph Learning | Mar 21, 2020 | Graph LearningInductive Learning | —Unverified | 0 |
| Deep Transfer Q-Learning for Offline Non-Stationary Reinforcement Learning | Jan 8, 2025 | Decision MakingInductive Learning | —Unverified | 0 |
| A Theory of Formal Synthesis via Inductive Learning | May 15, 2015 | BIG-bench Machine LearningInductive Learning | —Unverified | 0 |
| Improving Fuzzy Rule Classifier with Brain Storm Optimization and Rule Modification | Oct 2, 2024 | ClassificationInductive Learning | —Unverified | 0 |
| A system of serial computation for classified rules prediction in non-regular ontology trees | Apr 8, 2016 | Decision MakingInductive Learning | —Unverified | 0 |
| Graphs, Entities, and Step Mixture | May 18, 2020 | Graph Neural NetworkInductive Learning | —Unverified | 0 |
| From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition | Feb 10, 2020 | Inductive LearningZero-Shot Learning | —Unverified | 0 |
| FOLD-TR: A Scalable and Efficient Inductive Learning Algorithm for Learning To Rank | Jun 15, 2022 | Binary ClassificationInductive Learning | —Unverified | 0 |
| A survey of dynamic graph neural networks | Apr 28, 2024 | Inductive LearningSurvey | —Unverified | 0 |
| Adversarial Training for Graph Neural Networks via Graph Subspace Energy Optimization | Dec 25, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks | Jun 12, 2024 | Graph LearningInductive Learning | —Unverified | 0 |
| FOLD-R++: A Toolset for Automated Inductive Learning of Default Theories from Mixed Data | Nov 21, 2021 | feature selectionInductive Learning | —Unverified | 0 |
| Cross-domain aspect extraction for sentiment analysis: a transductive learning approach | Oct 21, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning | May 14, 2024 | Inductive LearningSpatio-Temporal Forecasting | —Unverified | 0 |
| A Clustering and Demotion Based Algorithm for Inductive Learning of Default Theories | Sep 26, 2021 | ClusteringInductive Learning | —Unverified | 0 |
| GraphCL: Contrastive Self-Supervised Learning of Graph Representations | Jul 15, 2020 | Contrastive LearningInductive Learning | —Unverified | 0 |
| Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information | Nov 15, 2022 | Inductive LearningKnowledge Graph Completion | —Unverified | 0 |
