LabCompass

Changlong Wu

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1998
Machine Learning and AlgorithmsAdvanced Bandit Algorithms ResearchRetinal Diseases and TreatmentsAlgorithms and Data CompressionStatistical Methods and Inference

Publications

50

Citations

185

Est. group size

~1

Recurring co-author estimate

Active years

28

Publishing since 1998

Research summary
AI-generated

This publication record appears to combine work from multiple distinct researchers sharing the same name, spanning statistical learning theory, materials engineering, power systems, and clinical ophthalmology. The theoretical computer science thread focuses on online learning, prediction algorithms with reliability guarantees, and statistical property testing (e.g., estimating entropy or properties of graphical models from data). Because the topics and venues are so disparate, prospective students should verify which specific body of work and institutional affiliation corresponds to the PI they are considering.

Online learning theoryStatistical property testingPrediction with guaranteesAlgorithmic learning theory(Unrelated: materials science and clinical ophthalmology entries also present)

Publication counts have fluctuated over the last decade with a notable spike in 2022, but the mixed subject matter suggests this trend may reflect merged records from different authors rather than a single coherent research trajectory.

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

Publication cadence
Publications per year over the last 10 years — averaging 4.8/year recently
2017: 1 publication172018: 4 publications182019: 3 publications192020: 3 publications202021: 3 publications212022: 10 publications10222023: 5 publications232024: 6 publications242025: 3 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×11
  • Materials×2
  • IEEE Transactions on Information Theory×2
  • BMC Ophthalmology×1
  • Frontiers in Endocrinology×1
Similar researchers
By research-topic overlap
  • Steve Hanneke

    Computer Science · Purdue University West Lafayette

  • Paul Valiant

    Computer Science · Purdue University West Lafayette

  • Roni Khardon

    Computer Science · Indiana University

  • Tianyu Wang

    Decision Sciences · The Ohio State University

  • Nan Jiang

    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.

Claim or correct this profile