LabCompass

Jia Liu

Engineering · The Ohio State University

Established · publishing since 2000

Publications

153

Citations

2,344

Est. group size

~2

Recurring co-author estimate

Active years

26

Publishing since 2000

Research summary
AI-generated

This name appears to be associated with a mix of research areas spanning wireless communications and networking, distributed machine learning (federated learning, reinforcement learning), and recommender systems, alongside unrelated publications in manufacturing and biology that suggest possible name overlap with multiple researchers. The wireless/ML-focused work centers on optimizing large-scale distributed systems, making them robust to unreliable or adversarial participants, and improving decision-making algorithms. Because the bibliographic record appears to mix distinct research areas, prospective students should verify which specific publications and topics belong to the PI they intend to work with.

Wireless communications and network optimizationDistributed and federated machine learningReinforcement learningRecommender systemsRobustness in decentralized computing

Publication output fluctuated over the last decade, rising to a peak in 2021, dipping in 2022-2024, and increasing again in 2025, indicating variable rather than steadily growing or declining activity.

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

Publication cadence
Publications per year over the last 10 years — averaging 7.8/year recently
2017: 5 publications172018: 11 publications182019: 12 publications192020: 11 publications202021: 23 publications23212022: 14 publications222023: 6 publications232024: 7 publications242025: 12 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×21
  • IEEE Journal on Selected Areas in Communications×3
  • Frontiers in artificial intelligence and applications×3
  • IEEE Transactions on Network Science and Engineering×2
  • The International Journal of Advanced Manufacturing Technology×2
Similar researchers
By research-topic overlap

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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