| Two-Level Temporal Relation Model for Online Video Instance Segmentation | Oct 30, 2022 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 0 |
| Graph Fuzzy System: Concepts, Models and Algorithms | Oct 30, 2022 | Graph ClassificationGraph Clustering | CodeCode Available | 0 |
| Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition | Oct 30, 2022 | Action RecognitionDynamic Time Warping | —Unverified | 0 |
| Search to Pass Messages for Temporal Knowledge Graph Completion | Oct 30, 2022 | Graph Neural NetworkKnowledge Graph Completion | CodeCode Available | 1 |
| A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks | Oct 28, 2022 | Graph Neural NetworkManagement | —Unverified | 0 |
| Physics-aware Graph Neural Network for Accurate RNA 3D Structure Prediction | Oct 28, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Spatial-Temporal Recurrent Graph Neural Networks for Fault Diagnostics in Power Distribution Systems | Oct 27, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Incongruity Detection between Bangla News Headline and Body Content through Graph Neural Network | Oct 26, 2022 | Graph Neural Networkincongruity detection | —Unverified | 0 |
| Network Aware Compute and Memory Allocation in Optically Composable Data Centres with Deep Reinforcement Learning and Graph Neural Networks | Oct 26, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Discourse-Aware Emotion Cause Extraction in Conversations | Oct 26, 2022 | Causal Emotion EntailmentDiscourse Parsing | —Unverified | 0 |
| LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering | Oct 25, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs | Oct 25, 2022 | Backdoor AttackGraph Neural Network | CodeCode Available | 0 |
| Teal: Learning-Accelerated Optimization of WAN Traffic Engineering | Oct 25, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis | Oct 25, 2022 | AllGraph Neural Network | CodeCode Available | 0 |
| Inferring Past Human Actions in Homes with Abductive Reasoning | Oct 24, 2022 | DecoderGraph Neural Network | CodeCode Available | 0 |
| The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection | Oct 22, 2022 | AttributeFraud Detection | —Unverified | 0 |
| Efficient Automatic Machine Learning via Design Graphs | Oct 21, 2022 | AutoMLGraph Classification | CodeCode Available | 0 |
| Benchmarking GPU and TPU Performance with Graph Neural Networks | Oct 21, 2022 | BenchmarkingGPU | —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 Neural Networks with Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data | Oct 20, 2022 | Chemical ProcessFault Diagnosis | —Unverified | 0 |
| DAGAD: Data Augmentation for Graph Anomaly Detection | Oct 18, 2022 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
| Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging | Oct 18, 2022 | Graph Neural NetworkPart-Of-Speech Tagging | CodeCode Available | 0 |
| Intelligent Resource Allocation in Joint Radar-Communication With Graph Neural Networks | Oct 17, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| 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 |
| 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 |
