| 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 |
