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Fahim Shahriar Khan

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#edge computing Preprint Aug 2026

MetaSieve: Faster Relational Deep Learning through SQL-Based Metapath Selection

This paper presents MetaSieve, a metapath selection layer that determines which metapaths to retain and which to prune, and shows that MetaSieve consistently reduces per-epoch training time by large margins while maintaining and often improving accuracy.

Fahim Shahriar Khan, Ashraf Aboulnaga · 0 citations