| Collective Relational Inference for learning heterogeneous interactions | Apr 30, 2023 | Graph structure learning | —Unverified | 0 |
| Structure Embedded Nucleus Classification for Histopathology Images | Feb 22, 2023 | ClassificationGraph Neural Network | —Unverified | 0 |
| Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification | Feb 17, 2023 | Graph ClassificationGraph structure learning | CodeCode Available | 0 |
| Drug Synergistic Combinations Predictions via Large-Scale Pre-Training and Graph Structure Learning | Jan 14, 2023 | Graph structure learning | —Unverified | 0 |
| Self-organization Preserved Graph Structure Learning with Principle of Relevant Information | Dec 30, 2022 | Graph structure learning | —Unverified | 0 |
| HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection | Nov 1, 2022 | Anomaly DetectionGraph structure learning | —Unverified | 0 |
| Robust Graph Structure Learning via Multiple Statistical Tests | Oct 8, 2022 | Face ClusteringGraph structure learning | CodeCode Available | 0 |
| DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning | Sep 27, 2022 | Functional ConnectivityGraph structure learning | CodeCode Available | 0 |
| Semi-Supervised Clustering via Dynamic Graph Structure Learning | Sep 6, 2022 | ClusteringGraph structure learning | —Unverified | 0 |
| GEDI: A Graph-based End-to-end Data Imputation Framework | Aug 13, 2022 | Graph structure learningImputation | —Unverified | 0 |
| Graph-DETR3D: Rethinking Overlapping Regions for Multi-View 3D Object Detection | Apr 25, 2022 | 3D Object DetectionGraph structure learning | —Unverified | 0 |
| Multi-view graph structure learning using subspace merging on Grassmann manifold | Apr 11, 2022 | Graph ClassificationGraph structure learning | —Unverified | 0 |
| Exploring High-Order Structure for Robust Graph Structure Learning | Mar 22, 2022 | Adversarial AttackGraph structure learning | —Unverified | 0 |
| Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting | Feb 25, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Mold into a Graph: Efficient Bayesian Optimization over Mixed-Spaces | Feb 2, 2022 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Balanced Graph Structure Learning for Multivariate Time Series Forecasting | Jan 24, 2022 | Graph GenerationGraph Learning | CodeCode Available | 0 |
| Graph Differentiable Architecture Search with Structure Learning | Dec 1, 2021 | DenoisingGraph structure learning | —Unverified | 0 |
| Deep Unsupervised Active Learning on Learnable Graphs | Nov 8, 2021 | Active LearningGraph structure learning | —Unverified | 0 |
| Path Signature Area-Based Causal Discovery in Coupled Time Series | Oct 23, 2021 | Causal DiscoveryGraph structure learning | CodeCode Available | 0 |
| Path-specific Causal Fair Prediction via Auxiliary Graph Structure Learning | Sep 29, 2021 | FairnessGraph structure learning | —Unverified | 0 |
| Spatiotemporal Representation Learning on Time Series with Dynamic Graph ODEs | Sep 29, 2021 | Graph structure learningRepresentation Learning | —Unverified | 0 |
| Label-informed Graph Structure Learning for Node Classification | Aug 10, 2021 | ClassificationGraph structure learning | —Unverified | 0 |
| A Survey on Graph Structure Learning: Progress and Opportunities | Mar 4, 2021 | Graph structure learningSurvey | —Unverified | 0 |
| Multivariate Time Series Classification with Hierarchical Variational Graph Pooling | Oct 12, 2020 | ClassificationDecoder | —Unverified | 0 |
| Learning Attribute-Structure Co-Evolutions in Dynamic Graphs | Jul 25, 2020 | AttributeGraph Neural Network | CodeCode Available | 0 |
| Spatio-Temporal Graph Structure Learning for Traffic Forecasting | Apr 3, 2020 | Graph structure learningTime Series | —Unverified | 0 |
| Variationally Regularized Graph-based Representation Learning for Electronic Health Records | Dec 8, 2019 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Large-Scale Semi-Supervised Learning via Graph Structure Learning over High-Dense Points | Dec 4, 2019 | Graph structure learning | —Unverified | 0 |
| Graph Generation with Variational Recurrent Neural Network | Oct 2, 2019 | AttributeGraph Generation | —Unverified | 0 |
| Iterative Deep Graph Learning for Graph Neural Networks | Sep 25, 2019 | Graph EmbeddingGraph Learning | —Unverified | 0 |
| GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension | Jul 31, 2019 | Graph Neural NetworkGraph structure learning | CodeCode Available | 0 |
| Graph Structure Learning from Unlabeled Data for Event Detection | Jan 5, 2017 | Event DetectionGraph structure learning | —Unverified | 0 |
