LabCompass

Qiang Qiu

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2002Rising activity
Domain Adaptation and Few-Shot LearningFace and Expression RecognitionAdvanced Neural Network ApplicationsAcute Lymphoblastic Leukemia researchHistone Deacetylase Inhibitors Research

Publications

184

Citations

3,829

Est. group size

~7

Recurring co-author estimate

Active years

25

Publishing since 2002

Research summary
AI-generated

This researcher's work centers on machine learning topics such as model compression (pruning), robustness to adversarial attacks, domain adaptation, knowledge distillation, and interpretable 'concept-based' models that reduce reliance on spurious data patterns. The bibliographic record also includes unrelated publications on AI tutoring systems and on a leukemia drug study, suggesting the dataset may combine records from more than one author sharing this name. Prospective students should verify which line of work corresponds to the specific lab they are considering.

Model compression and pruningAdversarial robustness in neural networksKnowledge distillation and data-free learningDomain adaptation and few-shot learningInterpretable/concept-based machine learning models

Publication counts have fluctuated over the last decade, with a notable spike in 2023 followed by a decline in 2024-2025, suggesting variable rather than steadily growing output.

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

Publication cadence
Publications per year over the last 10 years — averaging 10.2/year recently
2017: 14 publications172018: 19 publications182019: 14 publications192020: 15 publications202021: 12 publications212022: 4 publications222023: 31 publications31232024: 8 publications242025: 6 publications252026: 2 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×38
  • Lecture notes in computer science×4
  • International Conference on Machine Learning×3
  • Neural Information Processing Systems×2
  • Zenodo (CERN European Organization for Nuclear Research)×2
Similar researchers
By research-topic overlap
  • Ze Wang

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  • Wei‐Lun Chao

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  • Zheda Mai

    Computer Science · The Ohio State University

  • Kaushik Roy

    Computer Science · Purdue University West Lafayette

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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