LabCompass

Jianxin Ma

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2002
Topic ModelingNatural Language Processing TechniquesVideo Surveillance and Tracking MethodsHuman Pose and Action RecognitionDNA Repair Mechanisms

Publications

42

Citations

606

Est. group size

—

Recurring co-author estimate

Active years

25

Publishing since 2002

Research summary
AI-generated

This bibliographic record appears to mix work from multiple distinct researchers sharing the same name, spanning computer science (multi-modal AI, human pose estimation, recommender systems, language model fine-tuning) as well as unrelated medical and engineering topics (cancer biology, IVF outcomes, dam displacement prediction). Because of this apparent name overlap, it is difficult to identify a single coherent research focus from the data provided. The computer-science-relevant publications suggest interest in large-scale multi-modal and multi-task learning systems, video-based human pose/shape estimation, and language model behavior.

Multi-modal and multi-task machine learningVideo-based human pose and shape estimationGenerative pretrained language models for recommendationLanguage model fine-tuning and reasoningDiffusion models for image and motion synthesis

Publication counts were low or absent from 2017-2020, rose sharply to a peak of 9 in 2022, and have since fluctuated between 3 and 6 per year through 2025.

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

Publication cadence
Publications per year over the last 10 years — averaging 4.6/year recently
2017: 1 publication1718192020: 1 publication202021: 2 publications212022: 9 publications9222023: 6 publications232024: 3 publications242025: 4 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×9
  • EClinicalMedicine×1
  • Sustainability×1
  • Journal of Vascular Diseases×1
  • Journal of Cardiovascular Medicine×1
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 20, 2026.

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