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DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction



Buyun Zhang , Liang Luo , Xi Liu , Jay Li , Zeliang Chen , Weilin Zhang , Xiaohan Wei , Yuchen Hao , Michael Tsang , Wenjun Wang , Yang Liu , Huayu Li , Yasmine Badr , Jongsoo Park , Jiyan Yang , Dheevatsa Mudigere , Ellie Wen


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Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review



Abolfazl Razi , Xiwen Chen , Huayu Li , Brendan Russo , Yan Chen , Hongbin Yu


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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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Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention



Huayu Li , Haiyu Wu , Xiwen Chen , Hanning Zhang , Abolfazl Razi


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Deep DIH : Statistically Inferred Reconstruction of Digital In-Line Holography by Deep Learning



Huayu Li , Xiwen Chen , Haiyu Wu , Zaoyi Chi , Christopher Mann , Abolfazl Razi


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Channel Locality Block: A Variant of Squeeze-and-Excitation



Huayu Li


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Cognitive Consistency Routing Algorithm of Capsule-network



Huayu Li


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A Context-aware Attention Network for Interactive Question Answering



Huayu Li , Martin Renqiang Min , Yong Ge , Asim Kadav

* 9 pages 

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