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SourceFlow: Collaborative Source Coupling for Flow-Based Recommendation

Published • Nov 3, 2026
NobleIDNI0P860W504R031S813
Authors:
Chenghao Wu
,
Yongqi Zhou
,
Jin Chen

Abstract

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 targ...

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