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  • title: Molecule Generation by Principal Subgraph Mining and Assembling
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            Molecule Generation by Principal Subgraph Mining and Assembling
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            Molecule Generation by Principal Subgraph Mining and Assembling

            Nov 28, 2022

            Speakers

            XK

            Xiangzhe Kong

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            WH

            Wenbing Huang

            Speaker · 0 followers

            ZT

            Zhixing Tan

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            About

            Molecule generation is central to a variety of applications. Current attention has been paid to approaching the generation task as subgraph prediction and assembling. Nevertheless, these methods usually rely on hand-crafted or external subgraph construction, and the subgraph assembling depends solely on local arrangement. In this paper, we define a novel notion, principal subgraph that is closely related to the informative pattern within molecules. Interestingly, our proposed merge-and-update su…

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            NeurIPS 2022

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