LabCompass

Shengtai Ju

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Early career · publishing since 2017
Wireless Signal Modulation ClassificationRadar Systems and Signal ProcessingAdvanced biosensing and bioanalysis techniquesHuman Pose and Action RecognitionAnimal Behavior and Welfare Studies

Publications

19

Citations

215

Est. group size

—

Recurring co-author estimate

Active years

9

Publishing since 2017

Research summary
AI-generated

Shengtai Ju's publication record spans two distinct areas: deep learning methods for wireless signal analysis (such as classifying radio modulation types and identifying interference), and computer vision techniques for recognizing human hand-washing actions from video, including work on how hand poses and shadows affect recognition accuracy. There is also a small, apparently unrelated cluster of publications on migraine and acupuncture. This mix suggests contributions to multiple applied machine learning problems rather than a single narrow specialty.

Deep learning for wireless signal/modulation classificationComputer vision for human action recognitionShadow and pose robustness in video-based recognitionInterference and source identification in wireless systemsApplied machine learning across varied domains

Publication output has been irregular over the last decade, with active years (2019, 2021, 2024) interspersed with gaps (2022) and generally low overall volume, averaging about 1.2 papers per year over the last five years.

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

Publication cadence
Publications per year over the last 10 years — averaging 1.2/year recently
2017: 1 publication172018: 2 publications182019: 4 publications4192020: 2 publications202021: 4 publications421222023: 1 publication232024: 4 publications4242025: 1 publication2526
Recent publications
Publishes in
  • arXiv (Cornell University)×6
  • Electronic Imaging×2
  • Purdue e-Pubs (Purdue University System)×2
  • IEEE Wireless Communications Letters×1
  • IEEE Transactions on Cognitive Communications and Networking×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 20, 2026.

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