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Xin Zhang
Researcher at Google
Publications - 2
Citations - 322
Xin Zhang is an academic researcher from Google. The author has contributed to research in topics: Deep learning & Control flow graph. The author has an hindex of 1, co-authored 1 publications receiving 241 citations.
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Proceedings ArticleDOI
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform
Denis Baylor,Eric Breck,Heng-Tze Cheng,Noah Fiedel,Chuan Yu Foo,Zakaria Haque,Salem Haykal,Mustafa Ispir,Vihan Jain,Levent Koc,Chiu Yuen Koo,Lukasz Lew,Clemens Mewald,Akshay Naresh Modi,Neoklis Polyzotis,Sukriti Ramesh,Sudip Roy,Steven Euijong Whang,Martin Wicke,Jarek Wilkiewicz,Xin Zhang,Martin Zinkevich +21 more
TL;DR: TensorFlow Extended (TFX) is presented, a TensorFlow-based general-purpose machine learning platform implemented at Google that was able to standardize the components, simplify the platform configuration, and reduce the time to production from the order of months to weeks, while providing platform stability that minimizes disruptions.
Proceedings ArticleDOI
VDBWGDL: Vulnerability Detection Based On Weight Graph And Deep Learning
TL;DR: A vulnerability detection method VDBWGDL, based on weight graphs and deep learning, that accurately locates vulnerability-sensitive keywords and generates variant codes that satisfy vulnerability trigger logic and programmer programming style through code variant methods.