| The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection | Oct 22, 2022 | AttributeFraud Detection | —Unverified | 0 |
| Benchmarking GPU and TPU Performance with Graph Neural Networks | Oct 21, 2022 | BenchmarkingGPU | —Unverified | 0 |
| Efficient Automatic Machine Learning via Design Graphs | Oct 21, 2022 | AutoMLGraph Classification | CodeCode Available | 0 |
| Graph Neural Networks with Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data | Oct 20, 2022 | Chemical ProcessFault Diagnosis | —Unverified | 0 |
| gSuite: A Flexible and Framework Independent Benchmark Suite for Graph Neural Network Inference on GPUs | Oct 20, 2022 | BenchmarkingComputational Efficiency | —Unverified | 0 |
| Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging | Oct 18, 2022 | Graph Neural NetworkPart-Of-Speech Tagging | CodeCode Available | 0 |
| FIMP: Foundation Model-Informed Message Passing for Graph Neural Networks | Oct 17, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Unsupervised Optimal Power Flow Using Graph Neural Networks | Oct 17, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Substructure-Atom Cross Attention for Molecular Representation Learning | Oct 15, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Superpixel perception graph neural network for intelligent defect detection of aero-engine blade | Oct 14, 2022 | Defect DetectionGraph Neural Network | —Unverified | 0 |
| Learning Physical Dynamics with Subequivariant Graph Neural Networks | Oct 13, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Topics in Deep Learning and Optimization Algorithms for IoT Applications in Smart Transportation | Oct 13, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Behavioral graph fraud detection in E-commerce | Oct 13, 2022 | Fraud DetectionGPU | —Unverified | 0 |
| Graph Neural Network Surrogate for Seismic Reliability Analysis of Highway Bridge Systems | Oct 12, 2022 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Deep Learning-Derived Optimal Aviation Strategies to Control Pandemics | Oct 12, 2022 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Travel the Same Path: A Novel TSP Solving Strategy | Oct 12, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| 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 |
| Robustifying the Multi-Scale Representation of Neural Radiance Fields | Oct 9, 2022 | Camera Pose EstimationGraph Neural Network | —Unverified | 0 |
| Boost Event-Driven Tactile Learning with Location Spiking Neurons | Oct 9, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU | Oct 8, 2022 | CPUDiversity | CodeCode Available | 0 |
| Learning the Network of Graphs for Graph Neural Networks | Oct 8, 2022 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| Uplifting Message Passing Neural Network with Graph Original Information | Oct 8, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Generalized energy and gradient flow via graph framelets | Oct 8, 2022 | Graph Neural Network | —Unverified | 0 |
| Machine Learning Meets The Herbrand Universe | Oct 7, 2022 | Graph Neural Network | CodeCode Available | 0 |
