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High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models



Dheevatsa Mudigere , Yuchen Hao , Jianyu Huang , Andrew Tulloch , Srinivas Sridharan , Xing Liu , Mustafa Ozdal , Jade Nie , Jongsoo Park , Liang Luo , Jie Amy Yang , Leon Gao , Dmytro Ivchenko , Aarti Basant , Yuxi Hu , Jiyan Yang , Ehsan K. Ardestani , Xiaodong Wang , Rakesh Komuravelli , Ching-Hsiang Chu , Serhat Yilmaz , Huayu Li , Jiyuan Qian , Zhuobo Feng , Yinbin Ma , Junjie Yang , Ellie Wen , Hong Li , Lin Yang , Chonglin Sun , Whitney Zhao , Dimitry Melts , Krishna Dhulipala , KR Kishore , Tyler Graf , Assaf Eisenman , Kiran Kumar Matam , Adi Gangidi , Guoqiang Jerry Chen , Manoj Krishnan , Avinash Nayak , Krishnakumar Nair , Bharath Muthiah , Mahmoud khorashadi , Pallab Bhattacharya , Petr Lapukhov , Maxim Naumov , Lin Qiao , Mikhail Smelyanskiy , Bill Jia , Vijay Rao


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Time-based Sequence Model for Personalization and Recommendation Systems



Tigran Ishkhanov , Maxim Naumov , Xianjie Chen , Yan Zhu , Yuan Zhong , Alisson Gusatti Azzolini , Chonglin Sun , Frank Jiang , Andrey Malevich , Liang Xiong

* 17 pages, 7 figures 

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Category Enhanced Word Embedding



Chunting Zhou , Chonglin Sun , Zhiyuan Liu , Francis C. M. Lau


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A C-LSTM Neural Network for Text Classification



Chunting Zhou , Chonglin Sun , Zhiyuan Liu , Francis C. M. Lau


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