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Cheng Ji

Researcher, Amazon

  • Joined July 2024

Names

Cheng Ji (Preferred)
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Emails

****@amazon.com (Confirmed)
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Career & Education History

Researcher
Amazon (amazon.com)
2019 – Present
 
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Expertise

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Publications

  • Improving model probability calibration by integration of large data sources with biased labels

    Renat Sergazinov, Richard Chen, Cheng Ji, Jing Wu, Daniel Cociorva, Hakan Brunzell
    • AAAI
    • Readers: Everyone
  • Random at First, Fast at Last: NTK-Guided Fourier Pre-Processing for Tabular DL

    Renat Sergazinov, Richard Chen, Cheng Ji, Jing Wu, Daniel Cociorva, Hakan Brunzell
    • AAAI 2025
    • Readers: Everyone
  • TabDeco: A Comprehensive Contrastive Framework for Decoupled Representations in Tabular Data

    Suiyao Chen, Jing Wu, Yunxiao Wang, Cheng Ji, Tianpei Xie, Daniel Cociorva, Michael Sharps, Cecile Levasseur, Hakan Brunzell
    • TRL @ NeurIPS 2024 Poster
    • Readers: Everyone
  • Switchtab: Switched autoencoders are effective tabular learners

    Suiyao Chen, Jing Wu, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzell
    • AAAI
    • Readers: Everyone

Co-Authors

  • Cecile Levasseur
  • Chen Li
  • Chongchao Zhao
  • Daniel Cociorva
  • Hakan Brunzell
  • Hanqing Guo
  • Jing Wu
  • Michael Sharps
  • Qi Zhao
  • Renat Sergazinov
  • Richard Chen
  • Shengjie Liu
  • Suiyao Chen
  • Tianpei Xie
  • Yunxiao Wang
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