| NumNet: Machine Reading Comprehension with Numerical Reasoning | Oct 15, 2019 | Graph Neural NetworkMachine Reading Comprehension | CodeCode Available | 0 |
| Graph Conditional Flow Matching for Relational Data Generation | May 21, 2025 | Graph Neural NetworkTabular Data Generation | CodeCode Available | 0 |
| Listen2Scene: Interactive material-aware binaural sound propagation for reconstructed 3D scenes | Feb 2, 2023 | Generative Adversarial NetworkGPU | CodeCode Available | 0 |
| Object Attribute Matters in Visual Question Answering | Dec 20, 2023 | AttributeGraph Neural Network | CodeCode Available | 0 |
| BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization | Mar 7, 2024 | Bilevel OptimizationGraph Learning | CodeCode Available | 0 |
| Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs | Jul 5, 2025 | Graph Neural NetworkInformation Retrieval | CodeCode Available | 0 |
| Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training | Dec 24, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Graph Belief Propagation Networks | Jun 6, 2021 | ClassificationGraph Neural Network | CodeCode Available | 0 |
| Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging | Oct 18, 2022 | Graph Neural NetworkPart-Of-Speech Tagging | CodeCode Available | 0 |
| Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement | Nov 15, 2023 | DisentanglementGraph Neural Network | CodeCode Available | 0 |
| On Discprecncies between Perturbation Evaluations of Graph Neural Network Attributions | Jan 1, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| One Model, Any Conjunctive Query: Graph Neural Networks for Answering Complex Queries over Knowledge Graphs | Sep 21, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction | Aug 22, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Wireless Link Scheduling via Graph Representation Learning: A Comparative Study of Different Supervision Levels | Oct 4, 2021 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Dirac--Bianconi Graph Neural Networks -- Enabling Non-Diffusive Long-Range Graph Predictions | Jul 17, 2024 | Graph Neural Network | CodeCode Available | 0 |
| On Generalized Degree Fairness in Graph Neural Networks | Feb 8, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 |
| On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction | Jun 29, 2021 | Active LearningGraph Neural Network | CodeCode Available | 0 |
| DIGRAC: Digraph Clustering Based on Flow Imbalance | Jun 9, 2021 | ClusteringGraph Clustering | CodeCode Available | 0 |
| Black-box Adversarial Attacks on Network-wide Multi-step Traffic State Prediction Models | Oct 17, 2021 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 |
| Bitcoin Research with a Transaction Graph Dataset | Nov 15, 2024 | Graph Neural Network | CodeCode Available | 0 |
| What Object Should I Use? - Task Driven Object Detection | Apr 5, 2019 | Graph Neural NetworkObject | CodeCode Available | 0 |
| Online Planner Selection with Graph Neural Networks and Adaptive Scheduling | Nov 1, 2018 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| Cascade-BGNN: Toward Efficient Self-supervised Representation Learning on Large-scale Bipartite Graphs | Jun 27, 2019 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Differentiable graph-structured models for inverse design of lattice materials | Apr 11, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Supervised Hierarchical Clustering using Graph Neural Networks for Speaker Diarization | Feb 24, 2023 | ClusteringGraph Clustering | CodeCode Available | 0 |