| Identifying OCRs in cfDNA WGS Data by Correlation Clustering | Feb 19, 2022 | Clusteringgraph construction | —Unverified | 0 |
| Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation | Feb 14, 2022 | graph constructionRecommendation Systems | —Unverified | 0 |
| An efficient implementation of graph-based invariant set algorithm for constrained nonlinear dynamical systems | Feb 12, 2022 | graph construction | —Unverified | 0 |
| Multi-Modal Knowledge Graph Construction and Application: A Survey | Feb 11, 2022 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data | Jan 31, 2022 | Emotion RecognitionEvent Detection | CodeCode Available | 0 |
| A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension | Jan 16, 2022 | graph constructionMachine Reading Comprehension | —Unverified | 0 |
| Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification | Jan 1, 2022 | Clusteringgraph construction | CodeCode Available | 0 |
| Road Extraction from Overhead Images with Graph Neural Networks | Dec 9, 2021 | graph constructionGraph Neural Network | —Unverified | 0 |
| PAPooling: Graph-based Position Adaptive Aggregation of Local Geometry in Point Clouds | Nov 28, 2021 | 3D Shape Classificationgraph construction | —Unverified | 0 |
| An analysis of document graph construction methods for AMR summarization | Nov 27, 2021 | graph constructionSentence | —Unverified | 0 |
| A Graph Fusion Approach to Cross-Lingual Machine Reading Comprehension | Nov 16, 2021 | graph constructionMachine Reading Comprehension | —Unverified | 0 |
| Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling | Nov 1, 2021 | graph constructionGraph Generation | CodeCode Available | 0 |
| A Double-Graph Based Framework for Frame Semantic Parsing | Oct 16, 2021 | graph constructionSemantic Parsing | —Unverified | 0 |
| An Analysis of COVID-19 Knowledge Graph Construction and Applications | Oct 10, 2021 | graph constructionKnowledge Graphs | —Unverified | 0 |
| SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification | Oct 9, 2021 | graph constructionGraph Matching | —Unverified | 0 |
| Graph Neural Networks in Real-Time Fraud Detection with Lambda Architecture | Oct 9, 2021 | Fraud Detectiongraph construction | —Unverified | 0 |
| Graph-Enhanced Exploration for Goal-oriented Reinforcement Learning | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions | Sep 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| Modality and Negation in Event Extraction | Sep 20, 2021 | Event ExtractionFact Checking | CodeCode Available | 0 |
| Fusion with Hierarchical Graphs for Mulitmodal Emotion Recognition | Sep 15, 2021 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| End-to-end argumentation knowledge graph construction | Sep 13, 2021 | 16kFake News Detection | —Unverified | 0 |
| Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation | Aug 16, 2021 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| Spatio-temporal Parking Behaviour Forecasting and Analysis Before and During COVID-19 | Aug 15, 2021 | Demand ForecastingEpidemiology | —Unverified | 0 |
| PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images | Aug 9, 2021 | Computed Tomography (CT)graph construction | —Unverified | 0 |
| Boundary-aware Graph Reasoning for Semantic Segmentation | Aug 9, 2021 | graph constructionSegmentation | —Unverified | 0 |