| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 | 5 |
| Connectivity Optimized Nested Graph Networks for Crystal Structures | Feb 27, 2023 | graph construction | 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 |
| Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering | Dec 18, 2024 | graph constructionknowledge editing | CodeCode Available | 1 | 5 |
| An Automatic Graph Construction Framework based on Large Language Models for Recommendation | Dec 24, 2024 | graph constructionQuantization | CodeCode Available | 1 | 5 |
| Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments | Jul 31, 2024 | graph constructionNavigate | CodeCode Available | 1 | 5 |
| Low-Rank Tensor Based Proximity Learning for Multi-View Clustering | May 1, 2023 | Clusteringgraph construction | CodeCode Available | 1 | 5 |
| Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations | Apr 1, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Context-Aware Sparse Deep Coordination Graphs | Jun 5, 2021 | graph constructionGraph Learning | CodeCode Available | 1 | 5 |
| MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images | Dec 3, 2024 | graph constructionPrediction | CodeCode Available | 1 | 5 |
| BADet: Boundary-Aware 3D Object Detection from Point Clouds | Apr 21, 2021 | 3D Object Detectiongraph construction | CodeCode Available | 1 | 5 |
| Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis | Mar 9, 2021 | 3d scene graph generationgraph construction | CodeCode Available | 1 | 5 |
| Fast Approximate Nearest Neighbor Search with a Dynamic Exploration Graph using Continuous Refinement | Jul 19, 2023 | graph construction | CodeCode Available | 1 | 5 |
| Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction | Jul 22, 2022 | graph constructionRepresentation Learning | 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 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 | 5 |
| Goal-directed graph construction using reinforcement learning | Jan 30, 2020 | Decision Makinggraph construction | CodeCode Available | 1 | 5 |
| Multimodal brain age estimation using interpretable adaptive population-graph learning | Jul 10, 2023 | Age Estimationgraph construction | CodeCode Available | 1 | 5 |
| Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs | Oct 4, 2021 | 3D geometrygraph construction | CodeCode Available | 1 | 5 |
| Auto-Encoding Twin-Bottleneck Hashing | Feb 27, 2020 | graph constructionRetrieval | CodeCode Available | 1 | 5 |
| Continual Multimodal Knowledge Graph Construction | May 15, 2023 | Continual Learninggraph construction | CodeCode Available | 1 | 5 |
| Charged particle tracking via edge-classifying interaction networks | Mar 30, 2021 | Edge Classificationgraph 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 |
| Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction | Mar 15, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
