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Guest Editorial: Deep Neural Networks for Graphs: Theory, Models, Algorithms, and Applications.

, , , , , , and . IEEE Trans. Neural Networks Learn. Syst., 35 (4): 4367-4372 (April 2024)

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DAGCN: Dual Attention Graph Convolutional Networks., , , , and . IJCNN, page 1-8. IEEE, (2019)Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications., , , , , and . CoRR, (2019)Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning., , , and . CoRR, (2020)Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization., , , and . CoRR, (2020)GoLoG: Global-to-Local Decoupling Graph Network With Joint Optimization for Hyperspectral Image Classification., , , , and . IEEE Trans. Geosci. Remote. Sens., (2023)Dual Interactive Graph Convolutional Networks for Hyperspectral Image Classification., , , , , and . IEEE Trans. Geosci. Remote. Sens., (2022)Explainable Hyperbolic Temporal Point Process for User-Item Interaction Sequence Generation., , , , , , and . ACM Trans. Inf. Syst., 41 (4): 83:1-83:26 (October 2023)Towards Flexible and Adaptive Neural Process for Cold-Start Recommendation., , , , , , , , and . IEEE Trans. Knowl. Data Eng., 36 (4): 1815-1828 (April 2024)Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic Filtering., , , , and . IEEE Trans. Knowl. Data Eng., 35 (7): 6687-6697 (July 2023)Fast Heterogeneous Federated Learning with Hybrid Client Selection., , , , , , , and . CoRR, (2022)