LabCompass

Yunsheng Ma

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1992Rising activity
Topic ModelingAdvanced Neural Network ApplicationsAutonomous Vehicle Technology and SafetyNatural Language Processing TechniquesHuman Pose and Action Recognition

Publications

74

Citations

1,117

Est. group size

~5

Recurring co-author estimate

Active years

35

Publishing since 1992

Research summary
AI-generated

This publication record appears to combine several distinct research threads rather than a single coherent research program, spanning autonomous driving and multimodal AI (vision transformers, large language models, world models), underwater and marine engineering topics (ocean remote sensing, subsea cables, triboelectric energy harvesting), and unrelated economics/finance papers (state fragility, COVID-19 and financial markets). Because of this mixture, it is unclear which topics represent this specific researcher's core focus versus possible name overlap with other authors in the bibliographic data. Prospective students should verify directly with the researcher which of these areas (e.g., autonomous driving perception, multimodal LLMs, or marine engineering) reflects their actual ongoing work.

Autonomous driving perception and multimodal LLMsVision transformers and neural network applicationsUnderwater/marine remote sensing and engineeringSpurious correlations and robustness in machine learningMiscellaneous economics and finance topics

Publication output was minimal or absent before 2023, then increased sharply in 2023-2024 before tapering in 2025, suggesting a recent and possibly still-forming or mixed publication pattern rather than a long, steady trajectory.

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

Publication cadence
Publications per year over the last 10 years — averaging 11.8/year recently
17182019: 1 publication192020: 2 publications202021: 1 publication212022: 1 publication222023: 21 publications232024: 27 publications27242025: 9 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×23
  • SSRN Electronic Journal×4
  • Journal of Marine Science and Engineering×3
  • IEEE Transactions on Intelligent Vehicles×2
  • IEEE Intelligent Transportation Systems Magazine×1
Similar researchers
By research-topic overlap
  • Can Cui

    Computer Science · Purdue University West Lafayette

  • Shijie Chen

    Computer Science · The Ohio State University

  • Nikhil Thakurdesai

    Computer Science · Indiana University

  • Jingyi Shen

    Computer Science · The Ohio State University

  • Jianxin Ma

    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