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Frequency Estimation Under Multiparty Differential Privacy: One-shot and Streaming

Apr 05, 2021
Ziyue Huang, Yuan Qiu, Ke Yi, Graham Cormode

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Communication-Efficient Weighted Sampling and Quantile Summary for GBDT

Sep 17, 2019
Ziyue Huang, Ke Yi

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Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs

Sep 03, 2019
Minjie Wang, Lingfan Yu, Da Zheng, Quan Gan, Yu Gai, Zihao Ye, Mufei Li, Jinjing Zhou, Qi Huang, Chao Ma, Ziyue Huang, Qipeng Guo, Hao Zhang, Haibin Lin, Junbo Zhao, Jinyang Li, Alexander Smola, Zheng Zhang

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Communication-Efficient Distributed Blockwise Momentum SGD with Error-Feedback

May 27, 2019
Shuai Zheng, Ziyue Huang, James T. Kwok

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