| Perceived and Intended Sarcasm Detection with Graph Attention Networks | Oct 8, 2021 | Graph AttentionSarcasm Detection | CodeCode Available | 1 |
| Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation | Oct 8, 2021 | Graph AttentionRecommendation Systems | CodeCode Available | 1 |
| Multi-scale speaker embedding-based graph attention networks for speaker diarisation | Oct 7, 2021 | Graph Attention | —Unverified | 0 |
| AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks | Oct 4, 2021 | Audio Deepfake DetectionGraph Attention | CodeCode Available | 1 |
| Fast fixed-backbone protein sequence and rotamer design | Sep 29, 2021 | Graph AttentionImitation Learning | —Unverified | 0 |
| Learning to Solve an Order Fulfillment Problem in Milliseconds with Edge-Feature-Embedded Graph Attention | Sep 29, 2021 | Combinatorial OptimizationGraph Attention | —Unverified | 0 |
| Time-aware Relational Graph Attention Network for Temporal Knowledge Graph Embeddings | Sep 29, 2021 | Entity AlignmentGraph Attention | —Unverified | 0 |
| Personalized PageRank meets Graph Attention Networks | Sep 29, 2021 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Know Your Action Set: Learning Action Relations for Reinforcement Learning | Sep 29, 2021 | Graph AttentionRecommendation Systems | CodeCode Available | 1 |
| EBSD Grain Knowledge Graph Representation Learning for Material Structure-Property Prediction | Sep 29, 2021 | Graph AttentionGraph Representation Learning | —Unverified | 0 |
| Scalable deeper graph neural networks for high-performance materials property prediction | Sep 25, 2021 | Band GapGraph Attention | CodeCode Available | 1 |
| Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification | Sep 25, 2021 | Graph AttentionMulti-Task Learning | —Unverified | 0 |
| wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction | Sep 21, 2021 | Graph AttentionLink Prediction | —Unverified | 0 |
| Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference | Sep 16, 2021 | Graph Attention | —Unverified | 0 |
| r-GAT: Relational Graph Attention Network for Multi-Relational Graphs | Sep 13, 2021 | Graph AttentionKnowledge Graphs | —Unverified | 0 |
| Graph Attention Network Based Single-Pixel Compressive Direction of Arrival Estimation | Sep 12, 2021 | Direction of Arrival EstimationGraph Attention | —Unverified | 0 |
| DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control | Sep 12, 2021 | Graph AttentionTraffic Signal Control | —Unverified | 0 |
| Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms | Sep 6, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Soft Hierarchical Graph Recurrent Networks for Many-Agent Partially Observable Environments | Sep 5, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering | Aug 28, 2021 | Graph AttentionQuestion Answering | —Unverified | 0 |
| GrADE: A graph based data-driven solver for time-dependent nonlinear partial differential equations | Aug 24, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Event Extraction by Associating Event Types and Argument Roles | Aug 23, 2021 | Event ExtractionGraph Attention | —Unverified | 0 |
| Graph Attention MLP with Reliable Label Utilization | Aug 23, 2021 | Graph Attention | —Unverified | 0 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | CodeCode Available | 1 |
| Computing Steiner Trees using Graph Neural Networks | Aug 18, 2021 | Graph AttentionGraph Generation | —Unverified | 0 |
