2 papers
cs.CV2025
Peregrine: One-Shot Fine-Tuning for FHE Inference of General Deep CNNs
Huaming Ling, Ying Wang, Si Chen +1
We address two fundamental challenges in adapting general deep CNNs for FHE-based inference: approximating non-linear activations such as ReLU with low-degree polynomials while min…
cs.LG2025
Masked Subspace Clustering Methods
Jiebo Song, Huaming Ling
To further utilize the unsupervised features and pairwise information, we propose a general Bilevel Clustering Optimization (BCO) framework to improve the performance of clustering…