| Learning State-Augmented Policies for Information Routing in Communication Networks | Sep 30, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Knowledge-Enhanced Recommendation with User-Centric Subgraph Network | Mar 21, 2024 | Collaborative FilteringGraph Neural Network | CodeCode Available | 0 | 5 |
| DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations | Jan 24, 2022 | BenchmarkingDrug Discovery | CodeCode Available | 0 | 5 |
| Joint Graph Learning and Matching for Semantic Feature Correspondence | Sep 1, 2021 | Graph LearningGraph Matching | CodeCode Available | 0 | 5 |
| DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs | May 18, 2023 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 | 5 |
| Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data | Nov 6, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification | Dec 22, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| DR-Label: Improving GNN Models for Catalysis Systems by Label Deconstruction and Reconstruction | Mar 6, 2023 | Graph Neural NetworkInitial Structure to Relaxed Energy (IS2RE), Direct | CodeCode Available | 0 | 5 |
| Edge-similarity-aware Graph Neural Networks | Sep 20, 2021 | Graph Neural Network | CodeCode Available | 0 | 5 |
| edGNN: a Simple and Powerful GNN for Directed Labeled Graphs | Apr 18, 2019 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Learning to Evolve on Dynamic Graphs | Nov 13, 2021 | Graph Neural NetworkMeta-Learning | CodeCode Available | 0 | 5 |
| Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network | May 6, 2021 | Generative Adversarial NetworkGraph Generation | CodeCode Available | 0 | 5 |
| Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert Demonstrations | Jun 20, 2024 | Graph Neural NetworkImitation Learning | CodeCode Available | 0 | 5 |
| Jet Discrimination with Quantum Complete Graph Neural Network | Mar 8, 2024 | Graph Neural NetworkQuantum Machine Learning | CodeCode Available | 0 | 5 |
| Multi-View Empowered Structural Graph Wordification for Language Models | Jun 19, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in Graphs | Apr 26, 2024 | Generative Adversarial NetworkGraph Neural Network | CodeCode Available | 0 | 5 |
| Efficient and Effective Implicit Dynamic Graph Neural Network | Jun 25, 2024 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 0 | 5 |
| Dr-COVID: Graph Neural Networks for SARS-CoV-2 Drug Repurposing | Dec 3, 2020 | Drug DesignGraph Neural Network | CodeCode Available | 0 | 5 |
| Learning Variable Ordering Heuristics for Solving Constraint Satisfaction Problems | Dec 23, 2019 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Factor Graph Neural Network | Jun 3, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Efficient Automatic Machine Learning via Design Graphs | Oct 21, 2022 | AutoMLGraph Classification | CodeCode Available | 0 | 5 |
| Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based Approach | Sep 3, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Knowledge-aware Evolutionary Graph Neural Architecture Search | Nov 26, 2024 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
| Invertible Neural Networks for Graph Prediction | Jun 2, 2022 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 | 5 |
| Investigating Relational State Abstraction in Collaborative MARL | Dec 19, 2024 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
