| Trustworthy Knowledge Graph Completion Based on Multi-sourced Noisy Data | Jan 21, 2022 | Graph Neural NetworkKnowledge Graph Completion | CodeCode Available | 1 |
| GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration | Jan 20, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models | Jan 20, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Prediction of the electron density of states for crystalline compounds with Atomistic Line Graph Neural Networks (ALIGNN) | Jan 20, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Artificial Intelligence Powered Material Search Engine | Jan 19, 2022 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network-based Android Malware Classification with Jumping Knowledge | Jan 19, 2022 | Android Malware DetectionGraph Neural Network | —Unverified | 0 |
| A Short Tutorial on The Weisfeiler-Lehman Test And Its Variants | Jan 18, 2022 | Graph Neural Network | —Unverified | 0 |
| Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | Jan 16, 2022 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Dynamic Relevance Graph Network for Knowledge-Aware Question Answering | Jan 16, 2022 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction | Jan 16, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| Extractive Text Summarization with Latent Topics using Heterogeneous Graph Neural Network | Jan 16, 2022 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 |
| GREENER: Graph Neural Networks for News Media Profiling | Jan 16, 2022 | ArticlesFake News Detection | —Unverified | 0 |
| Cross-document Misinformation Detection based on Event Graph Reasoning | Jan 16, 2022 | Articlescoreference-resolution | —Unverified | 0 |
| Edge-based Tensor prediction via graph neural networks | Jan 15, 2022 | Band GapFormation Energy | —Unverified | 0 |
| Structure Enhanced Graph Neural Networks for Link Prediction | Jan 14, 2022 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach | Jan 13, 2022 | BIG-bench Machine LearningGraph Learning | —Unverified | 0 |
| Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting | Jan 13, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Structure and position-aware graph neural network for airway labeling | Jan 12, 2022 | Graph Neural NetworkPosition | CodeCode Available | 1 |
| Quasi-Framelets: Robust Graph Neural Networks via Adaptive Framelet Convolution | Jan 11, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| State Estimation in Electric Power Systems Leveraging Graph Neural Networks | Jan 11, 2022 | Graph Neural NetworkState Estimation | CodeCode Available | 1 |
| Neuroplastic graph attention networks for nuclei segmentation in histopathology images | Jan 10, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning | Jan 10, 2022 | Code SearchGraph Neural Network | —Unverified | 0 |
| Disentangled Graph Neural Networks for Session-based Recommendation | Jan 10, 2022 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 |
| Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping | Jan 10, 2022 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
