| Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning | Jun 25, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 2 |
| SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation | May 31, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 2 |
| Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data | May 8, 2024 | EEGGraph Classification | CodeCode Available | 2 |
| Gradformer: Graph Transformer with Exponential Decay | Apr 24, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 2 |
| RiboDiffusion: Tertiary Structure-based RNA Inverse Folding with Generative Diffusion Models | Apr 17, 2024 | Graph Neural Network | CodeCode Available | 2 |
| DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly | Feb 29, 2024 | DenoisingGraph Neural Network | CodeCode Available | 2 |
| ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment | Feb 16, 2024 | Entity AlignmentGraph Neural Network | CodeCode Available | 2 |
| 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 |
| FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective | Nov 10, 2023 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 2 |
| MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network | Sep 28, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 2 |
