| PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning | Mar 15, 2022 | ClassificationDescriptive | CodeCode Available | 1 |
| Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks | Feb 1, 2022 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs | Jan 25, 2022 | graph constructionGraph Learning | CodeCode Available | 1 |
| Towards Similarity-Aware Time-Series Classification | Jan 5, 2022 | ClassificationDynamic Time Warping | CodeCode Available | 1 |
| SGTR: End-to-end Scene Graph Generation with Transformer | Dec 24, 2021 | graph constructionGraph Generation | CodeCode Available | 1 |
| Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge | Nov 1, 2021 | Aspect Category Sentiment Analysisgraph construction | CodeCode Available | 1 |
| Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs | Nov 1, 2021 | graph constructionGraph Generation | CodeCode Available | 1 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 |
| Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs | Oct 4, 2021 | 3D geometrygraph construction | CodeCode Available | 1 |
| A Graph-Based Neural Model for End-to-End Frame Semantic Parsing | Sep 25, 2021 | graph constructionSemantic Parsing | CodeCode Available | 1 |
