Junjie Hu
Scholar

Junjie Hu

Google Scholar ID: j-42gHYAAAAJ
Assistant Professor, University of Wisconsin-Madison
Natural Language ProcessingMachine Learning
Citations & Impact
All-time
Citations
4,370
 
H-index
32
 
i10-index
50
 
Publications
20
 
Co-authors
40
list available
Resume (English only)
Academic Achievements
  • Leads a research team including multiple Ph.D. students and has published research in various fields. Research projects have been funded by multiple institutions.
Research Experience
  • Assistant Professor, jointly in the Department of Computer Sciences and the Department of Biostatistics & Medical Informatics at the University of Wisconsin-Madison, and a faculty affiliate with the Data Science Institute. Research supported by the National Science Foundation, National Institutes of Health, Department of Defense, etc.
Education
  • Ph.D. from the School of Computer Science at Carnegie Mellon University, advisors: Jaime Carbonell and Graham Neubig.
Background
  • Research interests: natural language processing and machine learning. Research goal is to build robust intelligent AI agents that adapt rapidly to dynamic environments and communicate effectively with people speaking different languages. Specific research directions include multilingual NLP and cultures, efficient multimodal large language models, cognitive language agents, and evaluation and mechanistic interpretation.
Miscellany
  • Looking for 1-2 creative and curiosity-driven Ph.D. students to join the lab. Also happy to work with master's and undergraduate students on research projects.