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Research Interests

Improve the efficiency, privacy, and security of deep learning on both computer vision and natural language processing tasks by designing novel algorithms, models, and systems.

  • Deep learning, Computer Vision, Natural Language Processing
  • Privacy-preserving/Secure machine learning
  • Computer Systems and Architecture
  • Cybersecurity

Other Experiences

  • Senior Research Scientist, Samsung Research AI Center, 2021-2022
  • Research Intern, Samsung Research AI Center, 2020

Professional Activities

  • Senior program committee member of AAAI
  • Reviewer member of NeurIPS, ICML, ICLR, IJCAI, CVPR, ECCV
  • Program committee member of PoPETs/PETS