| DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning | Oct 2, 2024 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| WiGNet: Windowed Vision Graph Neural Network | Oct 1, 2024 | Graph Neural Network | CodeCode Available | 1 |
| MASKDROID: Robust Android Malware Detection with Masked Graph Representations | Sep 29, 2024 | Android Malware DetectionGraph Neural Network | CodeCode Available | 1 |
| PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs) | Sep 19, 2024 | Code GenerationContrastive Learning | CodeCode Available | 1 |
| Learning incomplete factorization preconditioners for GMRES | Sep 12, 2024 | Graph Neural Networksubspace methods | CodeCode Available | 1 |
| Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling | Sep 9, 2024 | counterfactualDisentanglement | CodeCode Available | 1 |
| Solving Integrated Process Planning and Scheduling Problem via Graph Neural Network Based Deep Reinforcement Learning | Sep 2, 2024 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model | Aug 27, 2024 | Graph Neural NetworkIntrusion Detection | CodeCode Available | 1 |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | Aug 22, 2024 | Contrastive LearningDynamic Link Prediction | CodeCode Available | 1 |
| Graph neural network surrogate for strategic transport planning | Aug 14, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Multi-task Heterogeneous Graph Learning on Electronic Health Records | Aug 14, 2024 | Causal InferenceDenoising | CodeCode Available | 1 |
| RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning | Aug 6, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network | Jul 25, 2024 | Graph Neural Networkimage-classification | CodeCode Available | 1 |
| Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics | Jul 19, 2024 | Graph Neural NetworkWeather Forecasting | CodeCode Available | 1 |
| Rethinking Fair Graph Neural Networks from Re-balancing | Jul 16, 2024 | counterfactualFairness | CodeCode Available | 1 |
| HRRPGraphNet: Make HRRPs to Be Graphs for Efficient Target Recognition | Jul 11, 2024 | Graph Neural Network | CodeCode Available | 1 |
| G-Adaptivity: optimised graph-based mesh relocation for finite element methods | Jul 5, 2024 | Graph Neural NetworkInductive Bias | CodeCode Available | 1 |
| Graph in Graph Neural Network | Jun 30, 2024 | Action RecognitionGraph Neural Network | CodeCode Available | 1 |
| Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition | Jun 27, 2024 | Graph Neural Network | CodeCode Available | 1 |
| Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction | Jun 27, 2024 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction | Jun 18, 2024 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Conformal Load Prediction with Transductive Graph Autoencoders | Jun 12, 2024 | Conformal PredictionGraph Neural Network | CodeCode Available | 1 |
| Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction | Jun 12, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Scaling Graph Convolutions for Mobile Vision | Jun 9, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| PANDA: Expanded Width-Aware Message Passing Beyond Rewiring | Jun 6, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
