LabCompass

Juanwu Lu

Engineering · Purdue University West Lafayette

OpenAlex ORCID
Early career · publishing since 2021Rising activity
Autonomous Vehicle Technology and SafetyTopic ModelingAdvanced Neural Network ApplicationsGenerative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Publications

40

Citations

467

Est. group size

~8

Recurring co-author estimate

Active years

6

Publishing since 2021

Research summary
AI-generated

Juanwu Lu works on machine learning methods for autonomous vehicles and traffic systems, including motion prediction, driving behavior modeling, traffic signal control, and generative planning for connected/cooperative driving. The work combines deep learning, probabilistic modeling (e.g., variational Bayesian methods), and multi-agent reinforcement learning applied to transportation problems. Recent projects also explore foundational generative models and uncertainty quantification techniques that could apply broadly to sequential decision-making.

Autonomous vehicle motion prediction and planningTraffic signal and network control using learning-based methodsMulti-agent and reinforcement learning for transportation systemsGenerative models and uncertainty quantification in machine learningCooperative and connected driving systems

Publication output has grown substantially over the last decade, rising from no listed publications before 2021 to a peak of 15 in 2026, indicating an actively expanding research output.

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

Publication cadence
Publications per year over the last 10 years — averaging 7.8/year recently
171819202021: 1 publication212022: 2 publications222023: 8 publications232024: 8 publications242025: 6 publications252026: 15 publications1526
Recent publications
Publishes in
  • arXiv (Cornell University)×22
  • ArXiv.org×3
  • IEEE Transactions on Intelligent Vehicles×1
  • ACM Transactions on Internet of Things×1
  • Proceedings of the IEEE×1
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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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