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