Alibaba International Intelligent Technology
Jan 5, 2026 · Artificial Intelligence
Decoupled Multimodal Fusion (DMF) Boosts User Interest Modeling for CTR Prediction
The DMF framework introduces a modality‑enriched Decoupled Target Attention (DTA) and a Complementary Modality Modeling (CMM) strategy that together close the semantic gap between ID and multimodal features, delivering up to 5.3% CTCVR lift, 7.43% GMV increase, and a three‑fold throughput gain in large‑scale e‑commerce recommendation scenarios.
A/B testingCMMCTR prediction
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