Junzhou Huang
Scholar

Junzhou Huang

Google Scholar ID: X7KrguAAAAAJ
Jenkins Garrett Professor, Computer Science and Engineering, the University of Texas at Arlington
Machine LearningMedical Image AnalysisGraph Neural NetworksComputational Toxicology
Citations & Impact
All-time
Citations
28,980
 
H-index
83
 
i10-index
251
 
Publications
20
 
Co-authors
54
list available
Resume (English only)
Academic Achievements
  • - Received NSF CAREER Award, Google TensorFlow Model Garden Award, Microsoft Accelerate Foundation Models Research Award
  • - Four Best Paper Awards (MICCAI'10, FIMH'11, STMI'12, MICCAI'15)
  • - Two Best Paper Nominations (MICCAI'11, MICCAI'14)
  • - Multiple papers accepted by NeurIPS 2025, ICCV 2025, MICCAI 2025, etc.
  • - Received a NIH R01 grant of $3,136,243 to study how to identify antigen-antibody interactions
  • - Served as an area chair for multiple international conferences, such as CVPR 2025, AAAI 2026, etc.
Research Experience
  • - Supervised multiple Ph.D. students, including Yeqing Li, Zheng Xu, etc.
  • - Supervised multiple Master's students, including Chen Chen, Dheeraj Ganti, etc.
Education
  • No specific educational background information provided.
Background
  • - Research Interests: machine learning, computer vision, medical image analysis and bioinformatics
  • - Position: Jenkins Garrett Professor
  • - Affiliation: Department of Computer Science and Engineering, The University of Texas at Arlington
Miscellany
  • - Enjoys developing efficient algorithms with nice theoretical guarantees to solve practical problems involved large scale data
  • - Looking for Postdoc and Ph.D. students