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DP-Rec: Towards Dynamic Patching for Efficient Long-Sequence Recommendation

Katariya, Dwipam et al.
arXiv (All) · Papers
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Transformers have redefined sequential recommendation by effectively modeling dynamic user behaviors and long-range dependencies. However, they remain inherently inefficient: standard architectures operate at a fixed rate, allocating comparable computation to every item in a user's history regardles
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