Benlin Liu
Scholar

Benlin Liu

Google Scholar ID: fNl-ZkIAAAAJ
University of Washington
Computer VisionMachine LearningVisual Intelligence
Citations & Impact
All-time
Citations
1,900
 
H-index
10
 
i10-index
10
 
Publications
15
 
Co-authors
31
list available
Resume (English only)
Academic Achievements
  • - CVPR 2025: One paper accepted
  • - ICLR 2025: Two papers accepted, one as a spotlight presentation
  • - ECCV 2024: One paper accepted
  • - ICCV 2023: Two papers accepted
  • - NeurIPS 2021: DynamicViT paper accepted
  • - ICCV 2021: Two papers accepted
  • - AAAI 2021: Paper on image classification accepted
  • - ECCV 2020: Paper on knowledge distillation accepted
Research Experience
  • - Student Researcher at Google Deepmind, Summer 2023
  • - UW Reality Lab-Meta Fellow, June 2022
Education
  • - Ph.D.: Paul G. Allen School of Computer Science & Engineering, University of Washington, Advisor: Ranjay Krishna
  • - Master's: Department of Computer Science, UCLA, Advisor: Cho-jui Hsieh, Collaborator: Xiaolong Wang (UCSD)
  • - BEng: Department of Electronic Engineering, Tsinghua University, Advisor: Jiwen Lu (Department of Automation), Visited GRASP Lab at the University of Pennsylvania and worked with Prof. Jianbo Shi
Background
  • Research Interest: Intersection of computer vision and machine learning, currently focusing on diffusion models, self-supervised learning, and large language models. Past research focused on efficient machine learning models and learning more generalizable vision models in a data-efficient way.
Miscellany
  • Personal interests not mentioned