| Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning | Feb 3, 2023 | Combinatorial OptimizationContrastive Learning | —Unverified | 0 |
| Open-Set Multi-Source Multi-Target Domain Adaptation | Feb 2, 2023 | Domain AdaptationGraph Attention | —Unverified | 0 |
| For the Underrepresented in Gender Bias Research: Chinese Name Gender Prediction with Heterogeneous Graph Attention Network | Feb 1, 2023 | Gender PredictionGraph Attention | CodeCode Available | 0 |
| Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation | Jan 30, 2023 | Decision MakingGraph Attention | CodeCode Available | 0 |
| Graph Attention with Hierarchies for Multi-hop Question Answering | Jan 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Gated-ViGAT: Efficient Bottom-Up Event Recognition and Explanation Using a New Frame Selection Policy and Gating Mechanism | Jan 18, 2023 | Graph Attention | CodeCode Available | 0 |
| Adaptive Depth Graph Attention Networks | Jan 16, 2023 | Graph AttentionGraph Mining | —Unverified | 0 |
| Sequential Graph Attention Learning for Predicting Dynamic Stock Trends (Student Abstract) | Jan 15, 2023 | Graph Attention | —Unverified | 0 |
| Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation | Jan 10, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings | Jan 7, 2023 | Graph Attention | —Unverified | 0 |
| GUAP: Graph Universal Attack Through Adversarial Patching | Jan 4, 2023 | Graph AttentionNode Classification | —Unverified | 0 |
| Machine Learning Approach to Polymerization Reaction Engineering: Determining Monomers Reactivity Ratios | Jan 3, 2023 | Graph AttentionMulti-Task Learning | —Unverified | 0 |
| Visual Traffic Knowledge Graph Generation from Scene Images | Jan 1, 2023 | Graph AttentionGraph Generation | —Unverified | 0 |
| WaterMask: Instance Segmentation for Underwater Imagery | Jan 1, 2023 | 2D Object DetectionGraph Attention | CodeCode Available | 1 |
| Robust 3D Shape Classification via Non-Local Graph Attention Network | Jan 1, 2023 | 3D Shape ClassificationClassification | —Unverified | 0 |
| VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan Segmentation | Jan 1, 2023 | Graph AttentionSegmentation | CodeCode Available | 1 |
| Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches | Dec 20, 2022 | Graph Attention | CodeCode Available | 0 |
| Hierarchical Strategies for Cooperative Multi-Agent Reinforcement Learning | Dec 14, 2022 | Graph AttentionMulti-agent Reinforcement Learning | —Unverified | 0 |
| Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges | Dec 11, 2022 | Graph AttentionGraph Classification | —Unverified | 0 |
| ProductGraphSleepNet: Sleep Staging using Product Spatio-Temporal Graph Learning with Attentive Temporal Aggregation | Dec 9, 2022 | Graph AttentionGraph Learning | —Unverified | 0 |
| 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 |
| Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment | Dec 6, 2022 | Causal Emotion EntailmentGraph Attention | CodeCode Available | 1 |
| Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs | Dec 6, 2022 | Graph Attentionobject-detection | —Unverified | 0 |
| Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning | Nov 28, 2022 | continuous-controlContinuous Control | —Unverified | 0 |