LabCompass

Yonghan Jung

Mathematics · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2006Rising activity
Advanced Causal Inference TechniquesBayesian Modeling and Causal InferenceRobotics and Sensor-Based LocalizationECG Monitoring and AnalysisStatistical Methods and Inference

Publications

31

Citations

203

Est. group size

—

Recurring co-author estimate

Active years

21

Publishing since 2006

Research summary
AI-generated

This researcher works primarily on causal inference, the branch of statistics and machine learning concerned with estimating cause-and-effect relationships from data, including methods that use machine learning to estimate treatment effects and bounds on causal effects when some variables are unmeasured. Their publication record also includes a notable side interest in applied sensing and robotics topics, such as LiDAR (laser-based distance sensing) and vision-based mapping for disaster investigation and drone surveying, suggesting collaborative work spanning statistical theory and applied engineering. Publications span top machine learning venues as well as remote sensing and applied engineering journals.

Causal inference and causal effect estimationDouble machine learning methodsCovariate adjustment and identifiability in causal graphsLiDAR and vision-based robotic sensingApplied statistics for real-world decision-making

Publication output has been variable over the past decade with gaps in some years (e.g., 2019, 2022) followed by a marked increase in 2024 and continued output projected into 2025-2026.

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

Publication cadence
Publications per year over the last 10 years — averaging 3.0/year recently
2017: 1 publication172018: 3 publications18192020: 3 publications202021: 3 publications21222023: 1 publication232024: 8 publications8242025: 2 publications252026: 4 publications26
Recent publications
Publishes in
  • Korean Journal of Remote Sensing×3
  • arXiv (Cornell University)×3
  • Neural Information Processing Systems×2
  • Proceedings of the AAAI Conference on Artificial Intelligence×2
  • Journal of the Korea Academia-Industrial cooperation Society×2
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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 20, 2026.

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