9/23/2021: Create a "latest" branch to enable running IGMC with latest PyG versions. 11/23/2020: Optimized the subgraph extraction speed further. On large datasets it shows up to 20 times speed-up.
Drug–drug interactions (DDIs) present a significant challenge in clinical practice, as they may lead to adverse reactions, diminished therapeutic efficacy, and serious risks to patient safety. However ...
Abstract: Graph spectral filtering relies on a representation matrix to define the frequency-domain transformations. Conventional approaches use fixed graph representations, which limit their ...
A new technical paper titled “Fault-Free Analog Computing with Imperfect Hardware” was published by researchers at The University of Hong Kong, University of Oxford, and Hewlett Packard Labs. “The ...
Introduction: Predicting interactions between microRNAs (miRNAs) and messenger RNAs (mRNAs) is crucial for understanding gene expression regulation mechanisms and their roles in diseases. Existing ...
Features NeededThe features are indeed needed, and developers should have sophisticated knowledgeThe features are indeed needed, and developers should have sophisticated knowledge ther is already a ...
Department of Chemistry and Department of Physics, Westlake University, Hangzhou, Zhejiang 310030, China Institute of Natural Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang 310024 ...
For decades, engineers have utilized Petri nets to develop automated systems with specific functional requirements or characteristics. Nonetheless, the existing formalism prevents the use of classic ...
Graph generation is a complex problem that involves constructing structured, non-Euclidean representations while maintaining meaningful relationships between entities. Most current methods fail to ...
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