| FALCON: Feature-Label Constrained Graph Net Collapse for Memory Efficient GNNs | Dec 27, 2023 | BenchmarkingGPU | CodeCode Available | 0 |
| Olfactory Label Prediction on Aroma-Chemical Pairs | Dec 26, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training | Dec 24, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Combinatorial music generation model with song structure graph analysis | Dec 24, 2023 | Graph Neural NetworkMusic Generation | CodeCode Available | 0 |
| Hybrid-Task Meta-Learning: A Graph Neural Network Approach for Scalable and Transferable Bandwidth Allocation | Dec 23, 2023 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network | Dec 23, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification | Dec 22, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns | Dec 21, 2023 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Object Attribute Matters in Visual Question Answering | Dec 20, 2023 | AttributeGraph Neural Network | CodeCode Available | 0 |
| Fast Cell Library Characterization for Design Technology Co-Optimization Based on Graph Neural Networks | Dec 20, 2023 | Graph Neural Network | —Unverified | 0 |
| Professional Network Matters: Connections Empower Person-Job Fit | Dec 19, 2023 | Graph Neural Network | —Unverified | 0 |
| When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook | Dec 19, 2023 | Graph MiningGraph Neural Network | CodeCode Available | 1 |
| Learning to Reweight for Graph Neural Network | Dec 19, 2023 | Graph Neural NetworkOut-of-Distribution Generalization | —Unverified | 0 |
| Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer | Dec 19, 2023 | Graph Neural NetworkNumerical Integration | CodeCode Available | 1 |
| Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection | Dec 19, 2023 | Event DetectionGraph Neural Network | CodeCode Available | 1 |
| SimCalib: Graph Neural Network Calibration based on Similarity between Nodes | Dec 19, 2023 | Graph Neural Network | —Unverified | 0 |
| Non-Euclidean Spatial Graph Neural Network | Dec 17, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| Degree-based stratification of nodes in Graph Neural Networks | Dec 16, 2023 | Graph Neural Network | —Unverified | 0 |
| Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction | Dec 15, 2023 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy | Dec 15, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Hierarchical Graph Pattern Understanding for Zero-Shot VOS | Dec 15, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks | Dec 15, 2023 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems | Dec 14, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network-Based Bandwidth Allocation for Secure Wireless Communications | Dec 13, 2023 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Adversarial Attacks on Graph Neural Networks based Spatial Resource Management in P2P Wireless Communications | Dec 13, 2023 | CPUGraph Neural Network | —Unverified | 0 |
