| DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation | Apr 2, 2024 | Graph Neural Network | —Unverified | 0 |
| HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning | Apr 2, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Constrained Layout Generation with Factor Graphs | Mar 30, 2024 | Graph Neural NetworkLayout Generation | —Unverified | 0 |
| EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs | Mar 30, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Beyond the Known: Novel Class Discovery for Open-world Graph Learning | Mar 29, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| On Size and Hardness Generalization in Unsupervised Learning for the Travelling Salesman Problem | Mar 29, 2024 | Graph Neural Network | —Unverified | 0 |
| Uplift Modeling Under Limited Supervision | Mar 28, 2024 | Graph Neural NetworkNode Regression | CodeCode Available | 0 |
| Tiny Graph Neural Networks for Radio Resource Management | Mar 28, 2024 | Graph Neural NetworkManagement | —Unverified | 0 |
| Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction | Mar 28, 2024 | Graph Neural NetworkImputation | CodeCode Available | 0 |
| Temporal Graph Networks for Graph Anomaly Detection in Financial Networks | Mar 27, 2024 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields | Mar 26, 2024 | Atomic ForcesEnsemble Learning | —Unverified | 0 |
| CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1 Perturbations | Mar 26, 2024 | Graph Neural Network | —Unverified | 0 |
| Identifying Backdoored Graphs in Graph Neural Network Training: An Explanation-Based Approach with Novel Metrics | Mar 26, 2024 | Graph Neural Network | —Unverified | 0 |
| Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network | Mar 26, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Less Is More - On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP | Mar 25, 2024 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| Manufacturing Service Capability Prediction with Graph Neural Networks | Mar 25, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks | Mar 24, 2024 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Rumor Detection with a novel graph neural network approach | Mar 24, 2024 | Graph Neural Network | —Unverified | 0 |
| A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures | Mar 24, 2024 | Federated LearningGraph Neural Network | —Unverified | 0 |
| Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks | Mar 22, 2024 | Graph Neural Networkseverity prediction | —Unverified | 0 |
| Knowledge-Enhanced Recommendation with User-Centric Subgraph Network | Mar 21, 2024 | Collaborative FilteringGraph Neural Network | CodeCode Available | 0 |
| iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations | Mar 21, 2024 | CPUGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network for Crawling Target Nodes in Social Networks | Mar 20, 2024 | Graph Neural Network | —Unverified | 0 |
| Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Network | Mar 20, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Network for Neutrino Physics Event Reconstruction | Mar 18, 2024 | CPUGPU | —Unverified | 0 |