| Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems | Feb 21, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| A Simple Yet Effective SVD-GCN for Directed Graphs | May 19, 2022 | DenoisingGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator | May 30, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data Synthesizing | Apr 11, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| Centrality Graph Shift Operators for Graph Neural Networks | Nov 7, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse Relations | Nov 1, 2020 | Graph Neural Network | CodeCode Available | 0 |
| RLHGNN: Reinforcement Learning-driven Heterogeneous Graph Neural Network for Next Activity Prediction in Business Processes | Jul 3, 2025 | Activity PredictionGraph Neural Network | CodeCode Available | 0 |
| Censoring chemical data to mitigate dual use risk | Apr 20, 2023 | Graph Neural Network | CodeCode Available | 0 |
| DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations | Jan 24, 2022 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Graph Neural Networks: A Review of Methods and Applications | Dec 20, 2018 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge Graphs | Sep 20, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 |
| Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder | Nov 15, 2021 | ClassificationDecoder | CodeCode Available | 0 |
| Spin-Dependent Graph Neural Network Potential for Magnetic Materials | Mar 6, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Torsion Graph Neural Networks | Jun 23, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Variationally Regularized Graph-based Representation Learning for Electronic Health Records | Dec 8, 2019 | DecoderGraph Neural Network | CodeCode Available | 0 |
| A hybrid deep-learning-metaheuristic framework for bi-level network design problems | Mar 10, 2023 | Bilevel OptimizationEquilibrium traffic assignment | CodeCode Available | 0 |
| DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs | May 18, 2023 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 |
| A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1 | Dec 29, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Multi-Temporal Relationship Inference in Urban Areas | Jun 15, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Robust Causal Graph Representation Learning against Confounding Effects | Aug 18, 2022 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| DR-Label: Improving GNN Models for Catalysis Systems by Label Deconstruction and Reconstruction | Mar 6, 2023 | Graph Neural NetworkInitial Structure to Relaxed Energy (IS2RE), Direct | CodeCode Available | 0 |
| Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance | Jun 11, 2019 | Graph Neural NetworkMusic Performance Rendering | CodeCode Available | 0 |
| Graph Neural Network Explanations are Fragile | Jun 5, 2024 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network Encoding for Community Detection in Attribute Networks | Jun 6, 2020 | AttributeCommunity Detection | CodeCode Available | 0 |
| Robust Graph Clustering via Meta Weighting for Noisy Graphs | Nov 1, 2023 | ClusteringDenoising | CodeCode Available | 0 |