| Understanding and Modeling Job Marketplace with Pretrained Language Models | Aug 8, 2024 | Graph Neural Network | —Unverified | 0 |
| Advancing Molecular Machine Learning Representations with Stereoelectronics-Infused Molecular Graphs | Aug 8, 2024 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis | Aug 6, 2024 | Functional ConnectivityGraph Generation | —Unverified | 0 |
| RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning | Aug 6, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs | Aug 6, 2024 | Explainable RecommendationGraph Neural Network | —Unverified | 0 |
| SETN: Stock Embedding Enhanced with Textual and Network Information | Aug 6, 2024 | Graph Neural NetworkManagement | —Unverified | 0 |
| Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks | Aug 5, 2024 | Graph Neural Network | —Unverified | 0 |
| GraphAge: Unleashing the power of Graph Neural Network to Decode Epigenetic Aging | Aug 2, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities | Aug 2, 2024 | DiagnosticDiversity | —Unverified | 0 |
| CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph Embedding | Aug 1, 2024 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 |
| Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations | Aug 1, 2024 | Contrastive LearningEEG | —Unverified | 0 |
| CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction | Aug 1, 2024 | Graph Neural NetworkQuantization | —Unverified | 0 |
| MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images | Jul 31, 2024 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks | Jul 30, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies | Jul 30, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation | Jul 29, 2024 | Graph Neural NetworkMulti-modal Recommendation | —Unverified | 0 |
| RelBench: A Benchmark for Deep Learning on Relational Databases | Jul 29, 2024 | Deep LearningFeature Engineering | CodeCode Available | 3 |
| GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks | Jul 28, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Interpretable Triplet Importance for Personalized Ranking | Jul 28, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain | Jul 28, 2024 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Graph Residual based Method for Molecular Property Prediction | Jul 27, 2024 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| An Analysis of Novel Money Laundering Data Using Heterogeneous Graph Isomorphism Networks. FinCEN Files Case Study | Jul 26, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Multi-turn Response Selection with Commonsense-enhanced Language Models | Jul 26, 2024 | Common Sense ReasoningGraph Neural Network | —Unverified | 0 |
| Enhancing material property prediction with ensemble deep graph convolutional networks | Jul 26, 2024 | Band GapFormation Energy | —Unverified | 0 |
| Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics | Jul 26, 2024 | Graph Neural NetworkLoad Virtual Sensing | CodeCode Available | 0 |