Jonathan Hung

Posts by Jonathan Hung

  • Open Sourcing AvroTensorDataset: A Performant TensorFlow Dataset For Processing Avro Data

    June 15, 2023

    Co-authors: Jonathan Hung, Pei-Lun Liao, Lijuan Zhang, Abin Shahab, Keqiu Hu TensorFlow is one of the most popular frameworks we use to train machine learning (ML) models at LinkedIn. It allows us to develop various ML models across our platform that power relevance and matching in the news feed, advertisements, recruiting solutions, and more. To ensure the best...

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    Open Sourcing TonY: Native Support of TensorFlow on Hadoop

    September 12, 2018

    Co-authors: Jonathan Hung, Keqiu Hu, and Anthony Hsu LinkedIn heavily relies on artificial intelligence to deliver content and create economic opportunities for its 575+ million members. Following recent rapid advances of deep learning technologies, our AI engineers have started adopting deep neural networks in LinkedIn’s relevance-driven products, including...