| LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation | Oct 30, 2023 | Collaborative Filteringgraph construction | —Unverified | 0 |
| Topological, or Non-topological? A Deep Learning Based Prediction | Oct 29, 2023 | Deep LearningGraph Neural Network | —Unverified | 0 |
| MAG-GNN: Reinforcement Learning Boosted Graph Neural Network | Oct 29, 2023 | Combinatorial OptimizationGraph Learning | —Unverified | 0 |
| Maximum Independent Set: Self-Training through Dynamic Programming | Oct 28, 2023 | Graph Neural Network | CodeCode Available | 0 |
| One Model Fits All: Cross-Region Taxi-Demand Forecasting | Oct 27, 2023 | AllDemand Forecasting | —Unverified | 0 |
| Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs | Oct 27, 2023 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation | Oct 26, 2023 | Graph Neural Network | —Unverified | 0 |
| Learning the dynamics of a one-dimensional plasma model with graph neural networks | Oct 26, 2023 | Graph Neural NetworkPhysical Simulations | CodeCode Available | 0 |
| A Hybrid Graph Network for Complex Activity Detection in Video | Oct 26, 2023 | Action DetectionActivity Detection | —Unverified | 0 |
| Network Design through Graph Neural Networks: Identifying Challenges and Improving Performance | Oct 26, 2023 | Graph Neural Network | —Unverified | 0 |
| ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation | Oct 24, 2023 | Drug DiscoveryFake News Detection | —Unverified | 0 |
| Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs | Oct 24, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Cross-view Self-localization from Synthesized Scene-graphs | Oct 24, 2023 | Graph Neural NetworkNeRF | —Unverified | 0 |
| GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs | Oct 23, 2023 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries | Oct 23, 2023 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| A Hybrid GNN approach for predicting node data for 3D meshes | Oct 23, 2023 | Graph Neural Network | —Unverified | 0 |
| Efficient Heterogeneous Graph Learning via Random Projection | Oct 23, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems | Oct 22, 2023 | Graph Neural Network | CodeCode Available | 0 |
| SplitGNN: Spectral Graph Neural Network for Fraud Detection against Heterophily | Oct 21, 2023 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows | Oct 20, 2023 | Federated LearningGraph Neural Network | CodeCode Available | 0 |
| Towards Enhancing Relational Rules for Knowledge Graph Link Prediction | Oct 20, 2023 | Graph Neural NetworkInductive Link Prediction | CodeCode Available | 0 |
| Mitigating the missing-fragmentation problem in de novo peptide sequencing with a two-stage graph-based deep learning model | Oct 19, 2023 | de novo peptide sequencingGraph Neural Network | CodeCode Available | 1 |
| End-to-End Heterogeneous Graph Neural Networks for Traffic Assignment | Oct 19, 2023 | Equilibrium traffic assignmentGraph Attention | —Unverified | 0 |
| Agri-GNN: A Novel Genotypic-Topological Graph Neural Network Framework Built on GraphSAGE for Optimized Yield Prediction | Oct 19, 2023 | Graph Neural Network | —Unverified | 0 |
| Pretraining Language Models with Text-Attributed Heterogeneous Graphs | Oct 19, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
