Huanrui Yang

DeepObfuscator: Adversarial Training Framework for Privacy-Preserving Image Classification

2019 · arXiv (Cornell University)

Deep learning has been widely utilized in many computer vision applications and achieved remarkable commercial success. However, running deep learning models on mobile devices is generally challenging due to limitation of the available computing resources. …

Efficient Model Specialization via Training-time and Test-time Adaptation

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

In this talk, we discuss efficient model specialization algorithm to adapt the pretrained model towards downstream tasks while improving its efficiency, efficiently generalizing to multiple tasks via dynamic architectures, and improving inference-time efficiency utilizing the …