LabCompass

Dongfang Liu

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2001Rising activity
Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval TechniquesMultimodal Machine Learning ApplicationsRobotics and Sensor-Based LocalizationVideo Surveillance and Tracking Methods

Publications

184

Citations

3,048

Est. group size

~3

Recurring co-author estimate

Active years

26

Publishing since 2001

Research summary
AI-generated

Dongfang Liu's work centers on computer vision and deep learning, including image and video understanding, multimodal machine learning (combining vision with text or other data types), and neural network architectures for tasks like segmentation and retrieval. Recent publications also show involvement in applying these AI methods to other domains such as medical imaging, autonomous driving, and large language model fairness. The publication record spans a wide range of venues and topics, suggesting collaborative work across multiple applied fields rather than a single narrow specialty.

Computer vision and image/video analysisMultimodal machine learning (vision + language)Medical image analysis and segmentationAutonomous driving perceptionLarge language models and AI fairness/ethics

Publication output grew steadily from 2017 through a peak in 2024, followed by a decline in the 2025-2026 counts (though these years may be incomplete).

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

Publication cadence
Publications per year over the last 10 years — averaging 20.0/year recently
2017: 3 publications172018: 6 publications182019: 10 publications192020: 17 publications202021: 16 publications212022: 23 publications222023: 28 publications232024: 32 publications32242025: 14 publications252026: 3 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×37
  • Lecture notes in computer science×5
  • IEEE Transactions on Image Processing×3
  • bioRxiv (Cold Spring Harbor Laboratory)×3
  • IEEE Transactions on Circuits and Systems for Video Technology×2
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By research-topic overlap
  • Tai-Yu Pan

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  • Jonghoon Jin

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  • Zhi Tu

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  • Xiangyu Zhang

    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.

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