| Minimize Control Inputs for Strong Structural Controllability Using Reinforcement Learning with Graph Neural Network | Feb 26, 2024 | Graph Neural Network | —Unverified | 0 |
| Hyperdimensional Representation Learning for Node Classification and Link Prediction | Feb 26, 2024 | Classificationclass-incremental learning | —Unverified | 0 |
| E(3)-equivariant models cannot learn chirality: Field-based molecular generation | Feb 24, 2024 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Sampling-based Distributed Training with Message Passing Neural Network | Feb 23, 2024 | GPUGraph Neural Network | —Unverified | 0 |
| Path Planning based on 2D Object Bounding-box | Feb 22, 2024 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks | Feb 22, 2024 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| Link Prediction with Physics-Inspired Graph Neural Networks | Feb 22, 2024 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Heterogeneous Graph Neural Network on Semantic Tree | Feb 21, 2024 | Graph Neural Network | —Unverified | 0 |
| VN Network: Embedding Newly Emerging Entities with Virtual Neighbors | Feb 21, 2024 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |
| Linear-Time Graph Neural Networks for Scalable Recommendations | Feb 21, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning | Feb 21, 2024 | Graph Neural NetworkRed Teaming | —Unverified | 0 |
| Partial Search in a Frozen Network is Enough to Find a Strong Lottery Ticket | Feb 20, 2024 | Graph Neural Networkimage-classification | —Unverified | 0 |
| Can GNN be Good Adapter for LLMs? | Feb 20, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| A Microstructure-based Graph Neural Network for Accelerating Multiscale Simulations | Feb 20, 2024 | Graph Neural Network | CodeCode Available | 1 |
| A unifying primary framework for quantum graph neural networks from quantum graph states | Feb 20, 2024 | Graph Neural Network | —Unverified | 0 |
| Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables | Feb 20, 2024 | Fact CheckingGraph Neural Network | CodeCode Available | 1 |
| Vehicle-group-based Crash Risk Prediction and Interpretation on Highways | Feb 19, 2024 | Autonomous VehiclesGraph Neural Network | —Unverified | 0 |
| GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network | Feb 18, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 |
| ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment | Feb 16, 2024 | Entity AlignmentGraph Neural Network | CodeCode Available | 2 |
| Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education | Feb 15, 2024 | cognitive diagnosisGraph Neural Network | CodeCode Available | 1 |
| ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback | Feb 15, 2024 | Computational chemistryGraph Neural Network | CodeCode Available | 2 |
| Can we Soft Prompt LLMs for Graph Learning Tasks? | Feb 15, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection | Feb 15, 2024 | Graph Neural Network | —Unverified | 0 |
| Ising on the Graph: Task-specific Graph Subsampling via the Ising Model | Feb 15, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| DisGNet: A Distance Graph Neural Network for Forward Kinematics Learning of Gough-Stewart Platform | Feb 14, 2024 | GPUGraph Neural Network | CodeCode Available | 0 |
