| Discovering and Explaining the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions | May 15, 2022 | graph constructionGraph Learning | CodeCode Available | 1 | 5 |
| Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction | Jul 22, 2022 | graph constructionRepresentation 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 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 | 5 |
| Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection | Mar 17, 2020 | graph constructionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| Structure-Aware Human-Action Generation | Jul 4, 2020 | Action Generationgraph construction | CodeCode Available | 1 | 5 |
| DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction | May 31, 2021 | graph constructionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs | Jan 14, 2024 | graph constructionHigh-Level Synthesis | CodeCode Available | 1 | 5 |
| Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs | Oct 4, 2021 | 3D geometrygraph construction | CodeCode Available | 1 | 5 |
| TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification | Jul 31, 2023 | graph constructionTraffic Classification | CodeCode Available | 1 | 5 |
| Auto-Encoding Twin-Bottleneck Hashing | Feb 27, 2020 | graph constructionRetrieval | CodeCode Available | 1 | 5 |
| Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting | May 16, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 | 5 |
| Transformers Meet Directed Graphs | Jan 31, 2023 | graph constructionGraph Property Prediction | CodeCode Available | 1 | 5 |
| Connectivity Optimized Nested Graph Networks for Crystal Structures | Feb 27, 2023 | graph construction | CodeCode Available | 1 | 5 |
| Multi-Scale Representation Learning on Proteins | Apr 4, 2022 | graph constructionProtein Function Prediction | CodeCode Available | 1 | 5 |
| Rotation Equivariant Graph Convolutional Network for Spherical Image Classification | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering | Dec 18, 2024 | graph constructionknowledge editing | CodeCode Available | 1 | 5 |
| Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation | Aug 16, 2021 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 | 5 |
| Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning | May 25, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 | 5 |
| Latent Multi-view Semi-Supervised Classification | Sep 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Large-Scale Approximate k-NN Graph Construction on GPU | Mar 29, 2021 | GPUgraph construction | CodeCode Available | 0 | 5 |
| AttackSeqBench: Benchmarking Large Language Models' Understanding of Sequential Patterns in Cyber Attacks | Mar 5, 2025 | Benchmarkinggraph construction | CodeCode Available | 0 | 5 |
| Large Scale Product Graph Construction for Recommendation in E-commerce | Oct 12, 2020 | Clusteringgraph construction | CodeCode Available | 0 | 5 |
| LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness Monitoring | Jul 8, 2024 | EEGgraph construction | CodeCode Available | 0 | 5 |
| IPRE: a Dataset for Inter-Personal Relationship Extraction | Jul 30, 2019 | graph construction | CodeCode Available | 0 | 5 |
