| Entity Resolution with Hierarchical Graph Attention Networks | Jun 1, 2022 | AttributeEntity Resolution | CodeCode Available | 1 |
| Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks | May 20, 2022 | ClusteringGraph Attention | CodeCode Available | 1 |
| 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 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 |
| Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention | Apr 23, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Graph neural networks and attention-based CNN-LSTM for protein classification | Apr 20, 2022 | ClassificationGraph Attention | 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 |
| GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation | Apr 13, 2022 | Data-to-Text GenerationGraph Attention | CodeCode Available | 1 |
| How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision | Apr 11, 2022 | Graph Attention | CodeCode Available | 1 |