| Face Forgery Detection Based on Facial Region Displacement Trajectory Series | Dec 7, 2022 | Graph Attention | —Unverified | 0 |
| An open unified deep graph learning framework for discovering drug leads | Dec 6, 2022 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs | Dec 6, 2022 | Graph Attentionobject-detection | —Unverified | 0 |
| Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding | Nov 28, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| SI-GAT: A method based on improved Graph Attention Network for sonar image classification | Nov 28, 2022 | Graph Attentionimage-classification | —Unverified | 0 |
| Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning | Nov 28, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning Feynman Diagrams using Graph Neural Networks | Nov 25, 2022 | Graph Attention | CodeCode Available | 0 |
| Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval | Nov 20, 2022 | Entity RetrievalGraph Attention | CodeCode Available | 0 |
| PU GNN: Chargeback Fraud Detection in P2E MMORPGs via Graph Attention Networks with Imbalanced PU Labels | Nov 16, 2022 | Fraud DetectionGraph Attention | —Unverified | 0 |
| Semantic Decomposition Improves Learning of Large Language Models on EHR Data | Nov 14, 2022 | Graph AttentionMedical Diagnosis | —Unverified | 0 |
| Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach | Nov 6, 2022 | Decision MakingGraph Attention | —Unverified | 0 |
| Fraudulent User Detection Via Behavior Information Aggregation Network (BIAN) On Large-Scale Financial Social Network | Nov 4, 2022 | AttributeFraud Detection | —Unverified | 0 |
| Exploring Explainability Methods for Graph Neural Networks | Nov 3, 2022 | Graph Attentionimage-classification | —Unverified | 0 |
| Factor Investing with a Deep Multi-Factor Model | Oct 22, 2022 | Graph AttentionManagement | —Unverified | 0 |
| Causally-guided Regularization of Graph Attention Improves Generalizability | Oct 20, 2022 | Causal InferenceGraph Attention | —Unverified | 0 |
| Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition | Oct 19, 2022 | Graph Attentionnamed-entity-recognition | CodeCode Available | 0 |
| Graph Attention Networks Unveil Determinants of Intra- and Inter-city Health Disparity | Oct 18, 2022 | Graph Attention | —Unverified | 0 |
| On Classification Thresholds for Graph Attention with Edge Features | Oct 18, 2022 | ClassificationGraph Attention | —Unverified | 0 |
| Not All Neighbors Are Worth Attending to: Graph Selective Attention Networks for Semi-supervised Learning | Oct 14, 2022 | AllGraph Attention | —Unverified | 0 |
| Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network | Oct 11, 2022 | Evidence SelectionGraph Attention | 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 |
| Large-scale machine-learning-assisted exploration of the whole materials space | Oct 2, 2022 | Graph Attention | —Unverified | 0 |
| STGIN: A Spatial Temporal Graph-Informer Network for Long Sequence Traffic Speed Forecasting | Oct 1, 2022 | Graph Attention | —Unverified | 0 |
| Multi Perspective Scientific Document Summarization With Graph Attention Networks (GATS) | Oct 1, 2022 | Document SummarizationExtractive Text Summarization | —Unverified | 0 |
| Event Detection with Dual Relational Graph Attention Networks | Oct 1, 2022 | Event DetectionGraph Attention | CodeCode Available | 0 |