Yoshitomo Matsubara
Scholar

Yoshitomo Matsubara

Google Scholar ID: hCX-ZYUAAAAJ
Yahoo! Inc.
Knowledge DistillationNatural Language ProcessingComputer VisionSplit ComputingML for Science
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Citations & Impact
All-time
Citations
1,328
 
H-index
13
 
i10-index
14
 
Publications
20
 
Co-authors
20
list available
Contact
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Publications
1 items
A Multi-task Supervised Compression Model for Split Computing
2025
Cited
0
Resume (English only)
Academic Achievements
  • Multiple papers accepted at top international conferences such as CVPR, NeurIPS, and ICCV; Served as Technical Chair or Area Chair for various international conferences; Selected as 2025 PyTorch Ambassador; Developed open-source projects torchdistill and sc2bench.
Research Experience
  • Current Research Scientist at Yahoo! and an ML OSS developer; Former Founding Research Engineer at Spiffy AI.
Education
  • Ph.D. in Computer Science from University of California, Irvine (Advisors: Marco Levorato, Stephan Mandt, Sameer Singh); Master's degree from University of Hyogo; Bachelor's degree from National Institute of Technology, Akashi College, Japan.
Background
  • Research interests include machine learning, natural language processing, computer vision, information retrieval, and ML for science. Special focus on knowledge distillation and supervised compression.
Miscellany
  • Personal interests not mentioned
Co-authors
20 total
Marco Levorato
Marco Levorato
Computer Science Department, UC Irvine
Sameer Singh
Sameer Singh
Professor, UC Irvine | CTO, Spiffy AI
Co-author 3
Co-author 3
Ruihan Yang
Ruihan Yang
Tencent America
Stephan Mandt
Stephan Mandt
Associate Professor, University of California, Irvine
Sabur Baidya
Sabur Baidya
Assistant Professor, Computer Science and Engineering, University of Louisville
Co-author 7
Co-author 7
Naoya Chiba
Naoya Chiba
D3 Center, Osaka University