| Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction | Jul 22, 2022 | graph constructionRepresentation Learning | 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 |
| DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction | May 31, 2021 | graph constructionKnowledge Graphs | 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 |
| Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs | Oct 4, 2021 | 3D geometrygraph construction | 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 |
| A Graph-Based Neural Model for End-to-End Frame Semantic Parsing | Sep 25, 2021 | graph constructionSemantic Parsing | CodeCode Available | 1 | 5 |
| Structured Sparse R-CNN for Direct Scene Graph Generation | Jun 21, 2021 | graph constructionGraph Generation | 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 |
| Multimodal brain age estimation using interpretable adaptive population-graph learning | Jul 10, 2023 | Age Estimationgraph construction | CodeCode Available | 1 | 5 |
| Robust Point Cloud Registration Framework Based on Deep Graph Matching(TPAMI Version) | Nov 9, 2022 | graph constructionGraph Matching | 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 |
| A Graph-Enhanced Click Model for Web Search | Jun 17, 2022 | graph constructionmodel | CodeCode Available | 1 | 5 |
| Goal-directed graph construction using reinforcement learning | Jan 30, 2020 | Decision Makinggraph construction | CodeCode Available | 1 | 5 |
| Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Tagging | Nov 28, 2022 | graph constructionnamed-entity-recognition | 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 |
| 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 |
| Large Scale Product Graph Construction for Recommendation in E-commerce | Oct 12, 2020 | Clusteringgraph 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 Approximate k-NN Graph Construction on GPU | Mar 29, 2021 | GPUgraph construction | CodeCode Available | 0 | 5 |
| Latent Multi-view Semi-Supervised Classification | Sep 9, 2019 | ClassificationGeneral Classification | 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 |
| IPRE: a Dataset for Inter-Personal Relationship Extraction | Jul 30, 2019 | graph construction | CodeCode Available | 0 | 5 |
