| Entity Resolution with Hierarchical Graph Attention Networks | Jun 1, 2022 | AttributeEntity Resolution | CodeCode Available | 1 |
| Detecting fake news by enhanced text representation with multi-EDU-structure awareness | May 30, 2022 | Fake News DetectionGraph Attention | —Unverified | 0 |
| Mean Field inference of CRFs based on GAT | May 29, 2022 | Graph AttentionSemantic Segmentation | —Unverified | 0 |
| Personalized PageRank Graph Attention Networks | May 27, 2022 | Graph AttentionRepresentation Learning | CodeCode Available | 0 |
| Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network Classifier | May 27, 2022 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array | May 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Predicting Corporate Risk by Jointly Modeling Company Networks and Dialogues in Earnings Conference Calls | May 25, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| OnePose: One-Shot Object Pose Estimation without CAD Models | May 24, 2022 | 6D Pose EstimationGraph Attention | CodeCode Available | 2 |
| Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks | May 20, 2022 | ClusteringGraph Attention | CodeCode Available | 1 |
| Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification | May 18, 2022 | ClassificationGraph Attention | —Unverified | 0 |
| TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages | May 13, 2022 | Graph AttentionLanguage Modeling | CodeCode Available | 1 |
| Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning | May 8, 2022 | Data AugmentationData-to-Text Generation | CodeCode Available | 1 |
| End2End Multi-View Feature Matching with Differentiable Pose Optimization | May 3, 2022 | Camera Pose EstimationGraph Attention | —Unverified | 0 |
| Attention-wise masked graph contrastive learning for predicting molecular property | May 2, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking | May 1, 2022 | Fact CheckingGraph Attention | —Unverified | 0 |
| GTNet: A Tree-Based Deep Graph Learning Architecture | Apr 27, 2022 | Graph AttentionGraph Learning | CodeCode Available | 0 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 |
| KnowAugNet: Multi-Source Medical Knowledge Augmented Medication Prediction Network with Multi-Level Graph Contrastive Learning | Apr 25, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| M2N: Mesh Movement Networks for PDE Solvers | Apr 24, 2022 | Graph Attention | CodeCode Available | 0 |
| Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention | Apr 23, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network | Apr 20, 2022 | Graph Attention | CodeCode Available | 1 |
| Graph neural networks and attention-based CNN-LSTM for protein classification | Apr 20, 2022 | ClassificationGraph Attention | CodeCode Available | 1 |
| G2GT: Retrosynthesis Prediction with Graph to Graph Attention Neural Network and Self-Training | Apr 19, 2022 | Data AugmentationDecoder | CodeCode Available | 0 |
| Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network | Apr 15, 2022 | DiversityGraph Attention | —Unverified | 0 |
| GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation | Apr 13, 2022 | Data-to-Text GenerationGraph Attention | CodeCode Available | 1 |
