| Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | May 4, 2022 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | Jul 1, 2022 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| Multi-hop Attention Graph Neural Network | Sep 29, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 | 5 |
| Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting | Aug 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 1 | 5 |
| Group-Wise Learning for Weakly Supervised Semantic Segmentation | Dec 1, 2021 | Graph Neural NetworkObject Localization | CodeCode Available | 1 | 5 |
| Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation | Dec 9, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 | 5 |
| H2CGL: Modeling Dynamics of Citation Network for Impact Prediction | Apr 16, 2023 | Contrastive LearningGraph Learning | CodeCode Available | 1 | 5 |
| HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding | Apr 30, 2022 | Autonomous Drivinggraph construction | CodeCode Available | 1 | 5 |
| Hashing-Accelerated Graph Neural Networks for Link Prediction | May 29, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 | 5 |
| S-Mixup: Structural Mixup for Graph Neural Networks | Aug 16, 2023 | ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization | Jul 17, 2020 | 3D Multi-Person Pose Estimation (absolute)3D Multi-Person Pose Estimation (root-relative) | CodeCode Available | 1 | 5 |
| Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space | Jul 8, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations | Mar 16, 2022 | Graph Neural NetworkResponse Generation | CodeCode Available | 1 | 5 |
| DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation | Jun 21, 2021 | Collaborative FilteringGraph Attention | CodeCode Available | 1 | 5 |
| Disentangled Graph Neural Networks for Session-based Recommendation | Jan 10, 2022 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Disentangled Graph Social Recommendation | Mar 14, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 | 5 |
| Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation | Jul 8, 2021 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 | 5 |
| Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation | Oct 2, 2022 | Graph Neural NetworkPrivacy Preserving | CodeCode Available | 1 | 5 |
| AMGNET: multi-scale graph neural networks for flow field prediction | Oct 13, 2022 | DecoderDeep Learning | CodeCode Available | 1 | 5 |
| Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables | Feb 20, 2024 | Fact CheckingGraph Neural Network | CodeCode Available | 1 | 5 |
| Bilinear Graph Neural Network with Neighbor Interactions | Feb 10, 2020 | General ClassificationGraph Neural Network | CodeCode Available | 1 | 5 |
| Distance-Enhanced Graph Neural Network for Link Prediction | May 20, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 | 5 |
| A Microstructure-based Graph Neural Network for Accelerating Multiscale Simulations | Feb 20, 2024 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification | Oct 22, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 | 5 |
| WiGNet: Windowed Vision Graph Neural Network | Oct 1, 2024 | Graph Neural Network | CodeCode Available | 1 | 5 |
