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Yizheng Huang

Active-Learning-as-a-Service: An Efficient MLOps System for Data-Centric AI

Jul 19, 2022
Yizheng Huang, Huaizheng Zhang, Yuanming Li, Chiew Tong Lau, Yang You

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* 8 pages, 7 figures

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Progressive Continual Learning for Spoken Keyword Spotting

Feb 07, 2022
Yizheng Huang, Nana Hou, Nancy F. Chen

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* ICASSP 2022

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A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning

Feb 05, 2021
Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan

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* 11 pages, 16 figures

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No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System

Nov 12, 2020
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

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* 13 pages, 15 figures

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No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking system

Nov 04, 2020
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

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* 13 pages, 15 figures

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MLModelCI: An Automatic Cloud Platform for Efficient MLaaS

Jun 09, 2020
Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

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* 4 pages, 4 figures

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