2 papers
cs.CV2025
LetheViT: Selective Machine Unlearning for Vision Transformers via Attention-Guided Contrastive Learning
Yujia Tong, Tian Zhang, Jingling Yuan +2
Vision Transformers (ViTs) have revolutionized computer vision tasks with their exceptional performance. However, the introduction of privacy regulations such as GDPR and CCPA has…
cs.LG2025
Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels
Yujia Tong, Yuze Wang, Jingling Yuan +1
Model quantization enables efficient deployment of deep neural networks on edge devices through low-bit parameter representation, yet raises critical challenges for implementing ma…