| Learning to Generate Levels From Nothing | Feb 12, 2020 | Image GenerationInductive Learning | CodeCode Available | 1 |
| Deep Iterative and Adaptive Learning for Graph Neural Networks | Dec 17, 2019 | Graph LearningGraph structure learning | CodeCode Available | 1 |
| GraphSAINT: Graph Sampling Based Inductive Learning Method | Jul 10, 2019 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Benchmarking Regression Methods: A comparison with CGAN | May 30, 2019 | BenchmarkingInductive Learning | CodeCode Available | 1 |
| Representation Learning for Attributed Multiplex Heterogeneous Network | May 5, 2019 | Graph EmbeddingInductive Learning | CodeCode Available | 1 |
| Neural Logic Machines | Apr 26, 2019 | Decision MakingInductive Learning | CodeCode Available | 1 |
| Deep Graph Infomax | Sep 27, 2018 | General ClassificationInductive Learning | CodeCode Available | 1 |
| A Graph-in-Graph Learning Framework for Drug-Target Interaction Prediction | Jul 15, 2025 | Drug DiscoveryGraph Learning | —Unverified | 0 |
| Mind The Gap: Deep Learning Doesn't Learn Deeply | May 24, 2025 | Deep LearningInductive Learning | —Unverified | 0 |
| Dual-channel Heterophilic Message Passing for Graph Fraud Detection | Apr 19, 2025 | Fraud DetectionInductive Bias | CodeCode Available | 0 |
| Standard Neural Computation Alone Is Insufficient for Logical Intelligence | Feb 4, 2025 | Inductive LearningLogical Reasoning | —Unverified | 0 |
| Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert Feedback | Jan 13, 2025 | Inductive LearningInductive logic programming | CodeCode Available | 0 |
| Online inductive learning from answer sets for efficient reinforcement learning exploration | Jan 13, 2025 | Inductive LearningInductive logic programming | —Unverified | 0 |
| Deep Transfer Q-Learning for Offline Non-Stationary Reinforcement Learning | Jan 8, 2025 | Decision MakingInductive Learning | —Unverified | 0 |
| Adversarial Training for Graph Neural Networks via Graph Subspace Energy Optimization | Dec 25, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Graph Neural Networks for modelling breast biomechanical compression | Nov 10, 2024 | Computational EfficiencyImage Registration | CodeCode Available | 0 |
| Improving Fuzzy Rule Classifier with Brain Storm Optimization and Rule Modification | Oct 2, 2024 | ClassificationInductive Learning | —Unverified | 0 |
| A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation | Sep 26, 2024 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 0 |
| High-Order Evolving Graphs for Enhanced Representation of Traffic Dynamics | Sep 17, 2024 | Autonomous DrivingInductive Learning | CodeCode Available | 0 |
| Sub-graph Based Diffusion Model for Link Prediction | Sep 13, 2024 | DenoisingInductive Learning | —Unverified | 0 |
| Inductive Learning of Logical Theories with LLMs: An Expressivity-Graded Analysis | Aug 15, 2024 | Inductive LearningInductive logic programming | —Unverified | 0 |
| Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors | Aug 13, 2024 | Inductive LearningInductive Link Prediction | —Unverified | 0 |
| Unsupervised Graph Representation Learning with Inductive Shallow Node Embedding | Jul 12, 2024 | Graph Representation LearningInductive Learning | CodeCode Available | 0 |
| Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks | Jun 12, 2024 | Graph LearningInductive Learning | —Unverified | 0 |
| Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction | Jun 6, 2024 | Inductive LearningPrediction | —Unverified | 0 |