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Shaofeng Deng

1 article on SOTA Papers

Computer Science

SlimPer Scales Recommendation Histories Without Quadratic Attention

A compact knowledge-base backbone queries full user histories at each layer, improving offline ranking metrics while cutting per-example FLOPs by 8×–25×.

cs.IRcs.LG
Jul 28, 20265 min2607.12281

Co-authors

Siqi WangXianjie ChenAlbert ChenRomil ShahJiawei HuangZhaoqin WangZhang ZhangYiqun LiuMeilei JiangAnish DubeyMoyan MeiTongxin WangNathan BerrebbiMisael ManjarresArmand SauzayShardul KothapalliAryaman VinchhiKevin JohnstoneJuheon LeeGufan YinZiheng HuangJustin LinMert TerzihanYilin QiCynthia YangColin PepplerQi DingRuohan SunGe SongLitao DengParichay KapoorMatt MaHuihui ChengJiyuan ZhangYanli ZhaoYiping HanFangqiu HanNing YaoArun SinghJordan EdwardsZhengyu SuAbhishek KumarGuangdeng LiaoAnkit Asthana
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Data sourced from arXiv.org