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BAHSD: Bridging the Long-tail Gap via Adaptive Distillation in Black-box Sequential Recommendation

Xi Zhou, Famin Wu, Mingming Li, Hongyue Zhang, Jiao Dai, Jizhong Han, Tao Guo
Jun 3, 2026 at 04:00
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arXiv:2606.03091v1 Announce Type: cross Abstract: Sequential recommendation systems are widely adopted but often deployed as black-box APIs, which has driven recent interest in model extraction to replicate their capabilities locally. However, the long-tail distribution induces severe signal heterogeneity: dense head sequences trigger the...

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