LabCompass

Honglak Lee

Computer Science · University of Michigan

OpenAlex ORCID
Mid career · publishing since 2005
Multimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot LearningReinforcement Learning in RoboticsGenerative Adversarial Networks and Image SynthesisNatural Language Processing Techniques

Publications

378

Citations

41,444

Est. group size

~20

Recurring co-author estimate

Active years

22

Publishing since 2005

In context
Among 784 mid career Computer Science PIs within our index
Citations: 41,444cohort median 434
Publications / year (recent): 28.4cohort median 3.8

Typically publishes in teams of ~5 · 9% small-team papers (≤3 authors) · across 14 venues

Publication cadence
Publications per year over the last 10 years — averaging 28.4/year recently
2017: 20 publications172018: 40 publications182019: 31 publications192020: 34 publications202021: 25 publications212022: 30 publications222023: 46 publications46232024: 38 publications242025: 25 publications252026: 3 publications26
Collaborators per year
Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.
2017: 11 collaborators2018: 11 collaborators2019: 8 collaborators2020: 10 collaborators2021: 2 collaborators2022: 3 collaborators2023: 1 collaborator2024: 0 collaborators2025: 2 collaborators1719212325
Recent publications
Publishes in
  • arXiv (Cornell University)×184
  • Proceedings of the AAAI Conference on Artificial Intelligence×13
  • Lecture notes in computer science×6
  • Neural Information Processing Systems×5
  • Neuro-Oncology×4
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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 25, 2026.

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