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Akihiro Nitta

Software Engineer, Kumo.AI

  • Joined May 2023

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Akihiro Nitta (Preferred)
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****@akihironitta.com (Confirmed)
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Career & Education History

Software Engineer
Kumo.AI (kumo.ai)
2023 – Present
 
Research Engineer
Lightning AI (lightning.ai)
2021 – 2023
 
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Publications

  • PyG 2.0: Scalable Learning on Real World Graphs

    Matthias Fey, Jinu Sunil, Akihiro Nitta, Rishi Puri, Manan Shah, Blaž Stojanovič, Ramona Bendias, Alexandria Barghi, Vid Kocijan, Zecheng Zhang, Xinwei He, Jan Eric Lenssen, Jure Leskovec
    • TGL @ KDD 2025
    • Readers: Everyone
  • ContextGNN: Beyond Two-Tower Recommendation Systems

    Yiwen Yuan, Zecheng Zhang, Xinwei He, Akihiro Nitta, Weihua Hu, Manan Shah, Blaž Stojanovič, Shenyang Huang, Jan Eric Lenssen, Jure Leskovec, Matthias Fey
    • ICLR 2025 Poster
    • Readers: Everyone
  • PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning

    Weihua Hu, Yiwen Yuan, Zecheng Zhang, Akihiro Nitta, Kaidi Cao, Vid Kocijan, Jinu Sunil, Jure Leskovec, Matthias Fey
    • TRL @ NeurIPS 2024 Oral
    • Readers: Everyone

Co-Authors

  • Alexandria Barghi
  • Blaž Stojanovič
  • Jan Eric Lenssen
  • Jinu Sunil
  • Jure Leskovec
  • Kaidi Cao
  • Manan Shah
  • Matthias Fey
  • Ramona Bendias
  • Rishi Puri
  • Shenyang Huang
  • Vid Kocijan
  • Weihua Hu
  • Xinwei He
  • Yiwen Yuan
  • Zecheng Zhang
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