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Domain-specific Communication Optimization for Distributed DNN Training

Hao Wang , Jingrong Chen , Xinchen Wan , Han Tian , Jiacheng Xia , Gaoxiong Zeng , Weiyan Wang , Kai Chen , Wei Bai , Junchen Jiang

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Divide-and-Shuffle Synchronization for Distributed Machine Learning

Weiyan Wang , Cengguang Zhang , Liu Yang , Jiacheng Xia , Kai Chen , Kun Tan

* 15 pages, 5 figures, NeurIPS 2020 under review 

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Quantifying the Performance of Federated Transfer Learning

Qinghe Jing , Weiyan Wang , Junxue Zhang , Han Tian , Kai Chen

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Integrating User and Agent Models: A Deep Task-Oriented Dialogue System

Weiyan Wang , Yuxiang WU , Yu Zhang , Zhongqi Lu , Kaixiang Mo , Qiang Yang

* 9 pages, 7 figures, it's a revised version of our previously attempted submission to IJCAI 2017 

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