| Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale | Apr 15, 2022 | graph construction | —Unverified | 0 |
| LDPC codes: tracking non-stationary channel noise using sequential variational Bayesian estimates | Apr 13, 2022 | graph construction | —Unverified | 0 |
| Multi-Scale Representation Learning on Proteins | Apr 4, 2022 | graph constructionProtein Function Prediction | CodeCode Available | 1 |
| Graph-based Approximate NN Search: A Revisit | Apr 2, 2022 | CPUGPU | —Unverified | 0 |
| Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations | Apr 1, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Graph-based Active Learning for Semi-supervised Classification of SAR Data | Mar 31, 2022 | Active Learninggraph construction | CodeCode Available | 1 |
| Understanding Graph Convolutional Networks for Text Classification | Mar 30, 2022 | Classificationgraph construction | CodeCode Available | 1 |
| Hierarchical Transformer Model for Scientific Named Entity Recognition | Mar 28, 2022 | Data Augmentationgraph construction | CodeCode Available | 0 |
| PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning | Mar 15, 2022 | ClassificationDescriptive | CodeCode Available | 1 |
| OneRel:Joint Entity and Relation Extraction with One Module in One Step | Mar 10, 2022 | graph constructionJoint Entity and Relation Extraction | —Unverified | 0 |
| Transferring Dual Stochastic Graph Convolutional Network for Facial Micro-expression Recognition | Mar 10, 2022 | graph constructionMicro Expression Recognition | —Unverified | 0 |
| 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 |
| Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks | Feb 1, 2022 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data | Jan 31, 2022 | Emotion RecognitionEvent Detection | CodeCode Available | 0 |
| PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs | Jan 25, 2022 | graph constructionGraph Learning | CodeCode Available | 1 |
| A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension | Jan 16, 2022 | graph constructionMachine Reading Comprehension | —Unverified | 0 |
| BERN2: an advanced neural biomedical named entity recognition and normalization tool | Jan 6, 2022 | graph constructionnamed-entity-recognition | CodeCode Available | 2 |
| Towards Similarity-Aware Time-Series Classification | Jan 5, 2022 | ClassificationDynamic Time Warping | CodeCode Available | 1 |
| Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification | Jan 1, 2022 | Clusteringgraph construction | CodeCode Available | 0 |
| SGTR: End-to-end Scene Graph Generation with Transformer | Dec 24, 2021 | graph constructionGraph Generation | CodeCode Available | 1 |
| Road Extraction from Overhead Images with Graph Neural Networks | Dec 9, 2021 | graph constructionGraph Neural Network | —Unverified | 0 |
| Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems | Dec 2, 2021 | graph constructionGraph Neural Network | CodeCode Available | 2 |
