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Deep Learning on Graphs: Methods and Applications (DLG-KDD2023)

Publication ,  Conference
Wu, L; Pei, J; Tang, J; Xia, Y; Guo, X
Published in: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
August 6, 2023

Deep Learning models are at the core of research in Artificial Intelligence research today. A tide in research for deep learning on graphs or graph neural networks. This wave of research at the intersection of graph theory and deep learning has also influenced other fields of science, including computer vision, natural language processing, program synthesis and analysis, financial security, Drug Discovery and so on. However, there are still many challenges regarding a broad range of the topics in deep learning on graphs, from methodologies to applications, and from foundations to the new frontiers of GNNs. This international workshop on "Deep Learning on Graphs: Method and Applications (DLG-KDD'23)"aims to bring together both academic researchers and industrial practitioners from different backgrounds and perspectives to above challenges.

Duke Scholars

Published In

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

DOI

Publication Date

August 6, 2023

Start / End Page

5891 / 5892
 

Citation

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Wu, L., Pei, J., Tang, J., Xia, Y., & Guo, X. (2023). Deep Learning on Graphs: Methods and Applications (DLG-KDD2023). In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 5891–5892). https://doi.org/10.1145/3580305.3599207
Wu, L., J. Pei, J. Tang, Y. Xia, and X. Guo. “Deep Learning on Graphs: Methods and Applications (DLG-KDD2023).” In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 5891–92, 2023. https://doi.org/10.1145/3580305.3599207.
Wu L, Pei J, Tang J, Xia Y, Guo X. Deep Learning on Graphs: Methods and Applications (DLG-KDD2023). In: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2023. p. 5891–2.
Wu, L., et al. “Deep Learning on Graphs: Methods and Applications (DLG-KDD2023).” Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023, pp. 5891–92. Scopus, doi:10.1145/3580305.3599207.
Wu L, Pei J, Tang J, Xia Y, Guo X. Deep Learning on Graphs: Methods and Applications (DLG-KDD2023). Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2023. p. 5891–5892.

Published In

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

DOI

Publication Date

August 6, 2023

Start / End Page

5891 / 5892