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Yizheng Huang (黄以正)

Post-baccalaureate Fellow @Nanyang Technological University, Singapore.

Data Management and Analytics Lab (DMAL), SCSE

Address: Blk N4-B3c-14, DMAL-C1; 50 Nanyang Avenue, Singapore 639798

E-mail: yizheng.huang [at] ntu.edu.sg [Github] [Google Scholar]

Research Interests

System for Machine Learning (e.g., Inference System); Distributed Computing; MLOps

Publication

- InferBench: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System [arxiv]

  Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

- MLModelCI: An Automatic Cloud Platform for Efficient MLaaS [arxiv] [code]

  ACM Multimedia OSC (MM 2020)

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

Research Experience

AD: I'm actively seeking for a PhD position in MLSys and Distributed Computing.

[Oct, 2019 - Present] Research Staff; Nanyang Technological University, Singapore.

[May - Sep, 2019] Student Participant; Google Summer of Code.

[Jan - May, 2019] Research Intern; Microsoft Research Asia.

Social Experience

[Nov 2020] Reviewer; AAAI 2021.

[Mar 2020 - Sep 2020] Volunteer; Digital Impact Alliance (DIAL) at the United Nations Foundation.

[Oct 2017 - Nov 2018] Volunteer; Google Developer Group, Shanghai.

[Misc] I love open-source, and have about 6K stars under my Github profile.