LabCompass

Kaushik Roy

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1988Rising activity
Domain Adaptation and Few-Shot LearningVideo Surveillance and Tracking MethodsTarget Tracking and Data Fusion in Sensor NetworksAdvanced Neural Network ApplicationsMagnetic properties of thin films

Publications

73

Citations

580

Est. group size

—

Recurring co-author estimate

Active years

38

Publishing since 1988

Research summary
AI-generated

This researcher works in computer science, with recent projects spanning machine learning, deep learning, and applied AI systems. The work covers a mix of topics including handwriting and signature verification, lifelong/continual learning for robotics and imitation learning, healthcare-related prediction and monitoring systems, and edge AI hardware design. There is also earlier work touching on face recognition and document image analysis.

Continual and lifelong machine learningBiometrics (handwriting, signature, and writer verification)AI applications in healthcareEdge AI and efficient neural network designDocument and image analysis

Publication output was moderate through 2017-2019, dropped sharply in 2020-2022, and then rebounded strongly with a notable increase in 2024 and 2025.

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

Publication cadence
Publications per year over the last 10 years — averaging 4.2/year recently
2017: 5 publications172018: 4 publications182019: 9 publications192020: 2 publications202021: 1 publication21222023: 2 publications232024: 11 publications11242025: 8 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×10
  • Communications in computer and information science×2
  • Journal of the International Academy of Case Studies×2
  • Neural Networks×1
  • Physical Review Applied×1
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By research-topic overlap
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  • Qiang Qiu

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  • Wei‐Lun Chao

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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 20, 2026.

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