Subgraph Isomorphism

Explainable Neural Subgraph Matching With Learnable Multi-Hop Attention
Subgraph matching is a challenging problem with a wide range of applications in drug discovery, social network analysis, biochemistry, …
Duc Q. Nguyen, Thanh Toan Nguyen, Jun Jo, Florent Poux, Shikha Anirban, Tho T. Quan
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Explainable Neural Subgraph Matching With Learnable Multi-Hop Attention
10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention
The goal of subgraph matching is to determine the presence of a particular query pattern within a large collection of data graphs. …
Thanh Toan Nguyen, Duc Q. Nguyen, Zhao Ren, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
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10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention