作者位次 #22/28SIGIR 2026Poster· Information Retrieval (Industry)
Request-Only Optimization for Recommendation Systems
Liang Guo · Wei Li · Lucy Liao · Huihui Cheng · Rui Zhang · Yu Shi · Yueming Wang · Yanzun Huang · Keke Zhai · Pengchao Wang · Timothy Shi · Xuan Cao · Shengzhi Wang · Renqin Cai · Zhaojie Gong · Omkar Vichare · Rui Jian · Leon Gao · Shiyan Deng · Xingyu Liu · Xiong Zhang · Fu Li · Wenlei Xie · Bin Wen · Rui Li · Lu Fang · Xing Liu · Jiaqi Zhai
摘要
\begin{abstract}Recommendation systems represent one of the largest machine learning applications on the planet -- industry-scale recommendation models are trained with petabytes of data and serve billions of users every day. To utilize the rich user signals in the long user history, these models...