LabCompass

Qinbo Bai

Computer Science · Purdue University West Lafayette

Early career · publishing since 2019

Publications

29

Citations

302

Est. group size

~1

Recurring co-author estimate

Active years

7

Publishing since 2019

Research summary
AI-generated

This researcher's publication record centers on reinforcement learning theory, particularly for problems involving multiple objectives and constraints (situations where an algorithm must balance competing goals or limits), as well as topics in wireless communications like channel estimation using deep learning. The bibliographic record also includes some publications on food science topics (soy protein films), suggesting either a shared name across different researchers or a highly unusual cross-disciplinary output; readers should treat the combined record with some caution. Based on the machine learning and communications work, the core focus appears to be on developing and analyzing algorithms for sequential decision-making and signal processing.

Reinforcement Learning (algorithms for sequential decision-making)Constrained and Multi-Objective OptimizationBandit Algorithms (methods for balancing exploration and exploitation)Wireless Communications and Channel EstimationDeep Learning Applications

Publication output grew from none in 2017-2018 to a peak of 7 in 2024, suggesting an overall increasing trend over the last decade with some year-to-year fluctuation.

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

Publication cadence
Publications per year over the last 10 years — averaging 3.2/year recently
17182019: 4 publications192020: 4 publications202021: 5 publications212022: 3 publications222023: 5 publications232024: 7 publications7242025: 1 publication2526
Publishes in
  • arXiv (Cornell University)×15
  • Proceedings of the AAAI Conference on Artificial Intelligence×3
  • Journal of Artificial Intelligence Research×2
  • IEEE Transactions on Cognitive Communications and Networking×1
  • International Journal of Biological Macromolecules×1
Similar researchers
By research-topic overlap
  • Nan Jiang

    Computer Science · Purdue University West Lafayette

  • Ziwei Guan

    Computer Science · The Ohio State University

  • Zaiwei Chen

    Computer Science · Purdue University West Lafayette

  • Tengyu Xu

    Computer Science · The Ohio State University

  • Andrew Perrault

    Computer Science · The Ohio State University

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 20, 2026.

Claim or correct this profile