| ETA Prediction with Graph Neural Networks in Google Maps | Aug 25, 2021 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Inductive Matrix Completion Using Graph Autoencoder | Aug 25, 2021 | Graph Neural NetworkMatrix Completion | CodeCode Available | 1 |
| Tree Decomposed Graph Neural Network | Aug 25, 2021 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction | Aug 25, 2021 | DecoderGraph Neural Network | —Unverified | 0 |
| DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization | Aug 24, 2021 | DiversityGraph Neural Network | CodeCode Available | 1 |
| GrADE: A graph based data-driven solver for time-dependent nonlinear partial differential equations | Aug 24, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| ODAM: Object Detection, Association, and Mapping using Posed RGB Video | Aug 23, 2021 | 3D Object DetectionGraph Neural Network | CodeCode Available | 1 |
| TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction | Aug 20, 2021 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Learning to Match Features with Seeded Graph Matching Network | Aug 19, 2021 | Graph MatchingGraph Neural Network | CodeCode Available | 1 |
| Blockchain Phishing Scam Detection via Multi-channel Graph Classification | Aug 19, 2021 | ClassificationGraph Classification | —Unverified | 0 |
| 3D Shapes Local Geometry Codes Learning with SDF | Aug 19, 2021 | 3D geometry3D Shape Reconstruction | —Unverified | 0 |
| Graph Contrastive Learning for Anomaly Detection | Aug 17, 2021 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| When Product Search Meets Collaborative Filtering: A Hierarchical Heterogeneous Graph Neural Network Approach | Aug 17, 2021 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch | Aug 16, 2021 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| Coupled Graph ODE for Learning Interacting System Dynamics | Aug 14, 2021 | Graph Neural Network | CodeCode Available | 1 |
| LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis | Aug 14, 2021 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Knowledge Graph Reasoning with Relational Digraph | Aug 13, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification | Aug 13, 2021 | Graph Neural NetworkMixed Reality | —Unverified | 0 |
| Progressive Representative Labeling for Deep Semi-Supervised Learning | Aug 13, 2021 | Graph Neural Network | —Unverified | 0 |
| SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network | Aug 12, 2021 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Maximizing Influence with Graph Neural Networks | Aug 10, 2021 | Combinatorial OptimizationComputational Efficiency | —Unverified | 0 |
| MAF-GNN: Multi-adaptive Spatiotemporal-flow Graph Neural Network for Traffic Speed Forecasting | Aug 8, 2021 | Graph Neural Network | —Unverified | 0 |
| Recurrent Graph Neural Networks for Rumor Detection in Online Forums | Aug 8, 2021 | ArticlesGraph Neural Network | CodeCode Available | 1 |
| On the Difficulty of Generalizing Reinforcement Learning Framework for Combinatorial Optimization | Aug 8, 2021 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Missing Data Estimation in Temporal Multilayer Position-aware Graph Neural Network (TMP-GNN) | Aug 7, 2021 | AttributeGraph Neural Network | —Unverified | 0 |
