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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Jin Chen

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Preprint Nov 2026

SourceFlow: Collaborative Source Coupling for Flow-Based Recommendation

Diffusion-based recommenders learn user preferences by denoising interaction histories, but the added noise can distort the original preference signals. Flow-based collaborative filtering (CF) instead learns a discrete path from a sampled source to the user's observed training interactions (the target history), enablin...

Cheng-Hao Wu, Yong-Qi Zhou, Jin Chen et al. · 0 citations

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