LabCompass

Jonghoon Jin

Computer Science · Purdue University West Lafayette

Mid career · publishing since 2002

Publications

20

Citations

917

Est. group size

Recurring co-author estimate

Active years

24

Publishing since 2002

Research summary
AI-generated

Jonghoon Jin's work relates to neural networks and computer vision, including making convolutional neural networks smaller and more efficient for use on embedded devices (small, low-power computing hardware), as well as techniques for compressing neural networks using low-precision (ternary) representations. One publication also addresses system safety analysis for weapon systems, suggesting some work outside the core machine learning focus. The publication record is very sparse, based on only a few available records spanning about a decade.

Efficient and lightweight neural networksNeural network compression (ternary/low-precision models)Embedded/edge computing for AIComputer vision and image/video analysisSystems safety engineering

Based on the limited data available, publication activity over the last decade appears sparse and irregular, with output in only two of the last ten years and no clear growth trend.

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

Publication cadence
Publications per year over the last 10 years — averaging 0.2/year recently
171819202021: 1 publication1212223242025: 1 publication12526
Recent publications
Publishes in
  • IEEE Transactions on Neural Networks and Learning Systems×1
  • Journal of Society of Korea Industrial and Systems Engineering×1
  • Purdue e-Pubs (Purdue University)×1
  • Electronics×1
Similar researchers
By research-topic overlap
  • Tai-Yu Pan

    Computer Science · The Ohio State University

  • Shujon Naha

    Computer Science · Indiana University

  • Xiangyu Zhang

    Computer Science · Purdue University West Lafayette

  • Dongfang Liu

    Computer Science · Purdue University West Lafayette

  • Zhi Tu

    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