| Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing | Apr 11, 2023 | graph construction | —Unverified | 0 |
| BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection | Apr 7, 2023 | Graph Attentiongraph construction | —Unverified | 0 |
| Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network | Mar 28, 2023 | Few-shot 3D Point Cloud Semantic SegmentationFew-Shot Learning | —Unverified | 0 |
| Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction | Mar 15, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder | Mar 8, 2023 | graph constructionReinforcement Learning (RL) | CodeCode Available | 0 |
| Heterogeneous Graph Learning for Acoustic Event Classification | Mar 5, 2023 | Classificationgraph construction | CodeCode Available | 0 |
| Configurable calorimeter simulation for AI applications | Mar 3, 2023 | Clusteringgraph construction | —Unverified | 0 |
| Connectivity Optimized Nested Graph Networks for Crystal Structures | Feb 27, 2023 | graph construction | CodeCode Available | 1 |
| Graph Laplacians on Shared Nearest Neighbor graphs and graph Laplacians on k-Nearest Neighbor graphs having the same limit | Feb 24, 2023 | graph construction | —Unverified | 0 |
| Random Projection Forest Initialization for Graph Convolutional Networks | Feb 22, 2023 | graph constructionGraph Embedding | CodeCode Available | 0 |
| Graph Construction using Principal Axis Trees for Simple Graph Convolution | Feb 22, 2023 | graph constructionGraph Embedding | CodeCode Available | 0 |
| A Comprehensive Survey on Automatic Knowledge Graph Construction | Feb 10, 2023 | graph constructionKnowledge Graph Completion | —Unverified | 0 |
| A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition | Feb 8, 2023 | graph constructionTransfer Learning | —Unverified | 0 |
| Transformers Meet Directed Graphs | Jan 31, 2023 | graph constructionGraph Property Prediction | CodeCode Available | 1 |
| Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes | Jan 29, 2023 | DecoderDrug Discovery | —Unverified | 0 |
| Understanding Finetuning for Factual Knowledge Extraction from Language Models | Jan 26, 2023 | graph construction | —Unverified | 0 |
| FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs | Jan 25, 2023 | Document ClassificationFew-Shot Learning | —Unverified | 0 |
| The Semantic Scholar Open Data Platform | Jan 24, 2023 | graph construction | CodeCode Available | 1 |
| Graph-based compensated wavelet lifting for 3-D+t medical CT data | Jan 12, 2023 | Computed Tomography (CT)Data Compression | —Unverified | 0 |
| LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification | Jan 12, 2023 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Vision HGNN: An Image is More than a Graph of Nodes | Jan 1, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Edge-Aware Regional Message Passing Controller for Image Forgery Localization | Jan 1, 2023 | Binarizationgraph construction | —Unverified | 0 |
| Distributed Interaction Graph Construction for Dynamic DCOPs in Cooperative Multi-agent Systems | Dec 7, 2022 | graph construction | —Unverified | 0 |
| Entity Set Co-Expansion in StackOverflow | Dec 5, 2022 | graph constructionManagement | —Unverified | 0 |
| Automated Coronary Arteries Labeling Via Geometric Deep Learning | Dec 1, 2022 | Deep Learninggraph construction | —Unverified | 0 |