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Sitan Yang

Researcher, Amazon

  • Joined July 2023

Names

Sitan Yang (Preferred)
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Emails

****@gmail.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

  • RSight: A deep neural network for product demand forecasting over geographic regions

    Hanjing Zhu, Sitan Yang, Tanmay Gupta, Harrison Waldon, Rahul Gopalsamy, Kin G. Olivares
    • AI4SupplyChain 2025 Poster
    • Readers: Everyone
  • TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting

    Zhiyuan Zhao, Sitan Yang, Kin G. Olivares, Boris N. Oreshkin, Stan Vitebsky, Michael W. Mahoney, B. Aditya Prakash, Dmitry Efimov
    • AI4SupplyChain 2025 Poster
    • Readers: Everyone
  • ♠ SPADE ♠ Split Peak Attention DEcomposition

    Malcolm Wolff, Kin G. Olivares, Boris N. Oreshkin, Sunny Ruan, Sitan Yang, Abhinav Katoch, Shankar Ramasubramanian, Youxin Zhang, Michael W. Mahoney, Dmitry Efimov, Vincent Quenneville-Belair
    • NeurIPS 2024 TSALM Workshop
    • Readers: Everyone

Co-Authors

  • Abhinav Katoch
  • B. Aditya Prakash
  • Boris N. Oreshkin
  • Dmitry Efimov
  • Hanjing Zhu
  • Harrison Waldon
  • Kin G. Olivares
  • Malcolm Wolff
  • Michael W. Mahoney
  • Rahul Gopalsamy
  • Shankar Ramasubramanian
  • Stan Vitebsky
  • Sunny Ruan
  • Tanmay Gupta
  • Vincent Quenneville-Belair
  • Youxin Zhang
  • Zhiyuan Zhao
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