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GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Model



Wenbo Su , Yuanxing Zhang , Yufeng Cai , Kaixu Ren , Pengjie Wang , Huimin Yi , Yue Song , Jing Chen , Hongbo Deng , Jian Xu , Lin Qu , Bo zheng


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PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems



Yuanxing Zhang , Langshi Chen , Siran Yang , Man Yuan , Huimin Yi , Jie Zhang , Jiamang Wang , Jianbo Dong , Yunlong Xu , Yue Song , Yong Li , Di Zhang , Wei Lin , Lin Qu , Bo Zheng


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Image Matters: Visually modeling user behaviors using Advanced Model Server



Tiezheng Ge , Liqin Zhao , Guorui Zhou , Keyu Chen , Shuying Liu , Huimin Yi , Zelin Hu , Bochao Liu , Peng Sun , Haoyu Liu , Pengtao Yi , Sui Huang , Zhiqiang Zhang , Xiaoqiang Zhu , Yu Zhang , Kun Gai

* CIKM 2018 

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