| A Clustering and Demotion Based Algorithm for Inductive Learning of Default Theories | Sep 26, 2021 | ClusteringInductive Learning | —Unverified | 0 |
| Adaptive Neural Message Passing for Inductive Learning on Hypergraphs | Sep 22, 2021 | Inductive Learning | —Unverified | 0 |
| Transductive Learning for Unsupervised Text Style Transfer | Sep 16, 2021 | DecoderInductive Learning | CodeCode Available | 1 |
| 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 |
| Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids | Sep 8, 2021 | Inductive BiasInductive Learning | —Unverified | 0 |
| A New Interpolation Approach and Corresponding Instance-Based Learning | Aug 26, 2021 | Cloud ComputingInductive Learning | CodeCode Available | 0 |
| Joint Inductive and Transductive Learning for Video Object Segmentation | Aug 8, 2021 | Inductive LearningObject | CodeCode Available | 1 |
| Multi-modal Graph Learning for Disease Prediction | Jul 1, 2021 | Disease PredictionGraph Learning | —Unverified | 0 |
| RRULES: An improvement of the RULES rule-based classifier | Jun 14, 2021 | Inductive Learning | CodeCode Available | 0 |
| Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling | Jun 9, 2021 | Federated LearningGraph Neural Network | CodeCode Available | 1 |
| Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled Graphs | Jun 7, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| Inductive Topic Variational Graph Auto-Encoder for Text Classification | Jun 1, 2021 | ClassificationInductive Learning | —Unverified | 0 |
| DOC3-Deep One Class Classification using Contradictions | May 17, 2021 | Anomaly DetectionClassification | —Unverified | 0 |
| Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning | May 2, 2021 | Graph AttentionInductive Learning | —Unverified | 0 |
| Inductive Inference in Supervised Classification | Mar 18, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Inductive Relation Prediction by BERT | Mar 12, 2021 | Few-Shot LearningInductive Learning | CodeCode Available | 1 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 |
| A Unifying Generative Model for Graph Learning Algorithms: Label Propagation, Graph Convolutions, and Combinations | Jan 19, 2021 | Graph LearningInductive Learning | CodeCode Available | 0 |
| Inductive Collaborative Filtering via Relation Graph Learning | Jan 1, 2021 | Collaborative FilteringGraph Learning | —Unverified | 0 |
| GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs | Nov 3, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Inductive Learning on Commonsense Knowledge Graph Completion | Sep 19, 2020 | DecoderEntity Embeddings | CodeCode Available | 1 |
| GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation | Sep 11, 2020 | Inductive LearningNode Classification | CodeCode Available | 0 |
| Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks | Sep 6, 2020 | Graph Representation LearningInductive Learning | —Unverified | 0 |
| Learning Node Representations against Perturbations | Aug 26, 2020 | Contrastive LearningInductive Learning | CodeCode Available | 0 |
| funcGNN: A Graph Neural Network Approach to Program Similarity | Jul 26, 2020 | Code SearchGraph Embedding | CodeCode Available | 1 |
