LabCompass

Wei‐Lun Chao

Computer Science · The Ohio State University

Mid career · publishing since 2002Rising activity

Publications

190

Citations

7,831

Est. group size

~13

Recurring co-author estimate

Active years

25

Publishing since 2002

Research summary
AI-generated

Wei-Lun Chao's research focuses on computer vision and machine learning, especially methods that let computer systems learn from limited or unlabeled data and adapt to new environments, such as self-driving car perception. Recent work also touches on 3D scene reconstruction techniques (Gaussian splatting), uncertainty estimation, and combining vision with language models for planning tasks. The work often uses driving and robotics scenarios as testbeds for these general machine learning ideas.

Domain adaptation and few-shot learningAutonomous driving perception (LiDAR, 3D object detection)3D scene reconstruction and view synthesis (Gaussian splatting)Uncertainty quantification in prediction modelsMultimodal and language-guided vision (embodied AI, segmentation)

Publication output grew steadily from 2017 through a peak around 2023, and has since leveled off at a high but roughly stable rate over the past few years.

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

Publication cadence
Publications per year over the last 10 years — averaging 21.8/year recently
2017: 2 publications172018: 7 publications182019: 12 publications192020: 14 publications202021: 18 publications212022: 22 publications222023: 34 publications34232024: 23 publications242025: 24 publications252026: 6 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×81
  • Gastroenterology×7
  • Lecture notes in computer science×4
  • Gastrointestinal Endoscopy×3
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)×3
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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 19, 2026.

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