LabCompass

Peizhong Ju

Computer Science · The Ohio State University

Mid career · publishing since 2015Rising activity

Publications

46

Citations

150

Est. group size

~3

Recurring co-author estimate

Active years

12

Publishing since 2015

Research summary
AI-generated

Peizhong Ju works on machine learning theory and applications, with recent focus on generative models (flow matching, diffusion-like methods), reinforcement learning (including offline and federated settings), and optimization techniques for training neural networks. Earlier work included wireless communications topics like massive MIMO and full-duplex systems, suggesting a research trajectory that has shifted from communications engineering toward core machine learning methods and theory.

Generative modeling and flow matchingReinforcement learning (offline and federated)Optimization for machine learningWireless communications (earlier work)Theoretical analysis of overfitting and learning generalization

Publication output has grown substantially over the last decade, rising from just a couple of papers per year in 2017-2021 to 6-13 papers annually in 2023-2026.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 7.4/year recently
2017: 2 publications172018: 2 publications18192020: 2 publications202021: 1 publication212022: 4 publications222023: 6 publications232024: 8 publications242025: 6 publications252026: 13 publications1326
Recent publications
Publishes in
  • arXiv (Cornell University)×26
  • IEEE Access×1
  • AI Magazine×1
  • IEEE Transactions on Wireless Communications×1
  • Neural Information Processing Systems×1
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 19, 2026.

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