| Substructure-Atom Cross Attention for Molecular Representation Learning | Oct 15, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| MGNNI: Multiscale Graph Neural Networks with Implicit Layers | Oct 15, 2022 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Superpixel perception graph neural network for intelligent defect detection of aero-engine blade | Oct 14, 2022 | Defect DetectionGraph Neural Network | —Unverified | 0 |
| AMGNET: multi-scale graph neural networks for flow field prediction | Oct 13, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| Topics in Deep Learning and Optimization Algorithms for IoT Applications in Smart Transportation | Oct 13, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Learning Physical Dynamics with Subequivariant Graph Neural Networks | Oct 13, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Behavioral graph fraud detection in E-commerce | Oct 13, 2022 | Fraud DetectionGPU | —Unverified | 0 |
| Deep Learning-Derived Optimal Aviation Strategies to Control Pandemics | Oct 12, 2022 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Surrogate for Seismic Reliability Analysis of Highway Bridge Systems | Oct 12, 2022 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Travel the Same Path: A Novel TSP Solving Strategy | Oct 12, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning | Oct 11, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues | Oct 11, 2022 | Graph Neural NetworkImitation Learning | —Unverified | 0 |
| Predicting fluid-structure interaction with graph neural networks | Oct 9, 2022 | Graph Neural Network | —Unverified | 0 |
| Boost Event-Driven Tactile Learning with Location Spiking Neurons | Oct 9, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Robustifying the Multi-Scale Representation of Neural Radiance Fields | Oct 9, 2022 | Camera Pose EstimationGraph Neural Network | —Unverified | 0 |
| Generalized energy and gradient flow via graph framelets | Oct 8, 2022 | Graph Neural Network | —Unverified | 0 |
| Uplifting Message Passing Neural Network with Graph Original Information | Oct 8, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation | Oct 8, 2022 | DecoderGraph Neural Network | CodeCode Available | 1 |
| Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU | Oct 8, 2022 | CPUDiversity | CodeCode Available | 0 |
| Kernel-based Substructure Exploration for Next POI Recommendation | Oct 8, 2022 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| Learning the Network of Graphs for Graph Neural Networks | Oct 8, 2022 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| Scientific Paper Classification Based on Graph Neural Network with Hypergraph Self-attention Mechanism | Oct 7, 2022 | Graph Neural NetworkManagement | —Unverified | 0 |
| Machine Learning Meets The Herbrand Universe | Oct 7, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information | Oct 7, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language Processing | Oct 6, 2022 | Code ClassificationData Augmentation | CodeCode Available | 0 |
