3 citations · 5 across the 4 of their papers we have counts for
4 papers
SAR2EO: A High-resolution Image Translation Framework with Denoising Enhancement
Jun Yu, Shenshen Du, Guochen Xie +4
Synthetic Aperture Radar (SAR) to electro-optical (EO) image translation is a fundamental task in remote sensing that can enrich the dataset by fusing information from different so…
Spectral Adversarial Training for Robust Graph Neural Network
Jintang Li, Jiaying Peng, Liang Chen +3
Recent studies demonstrate that Graph Neural Networks (GNNs) are vulnerable to slight but adversarially designed perturbations, known as adversarial examples. To address this issue…
Lazy Queries Can Reduce Variance in Zeroth-order Optimization
Quan Xiao, Qing Ling, Tianyi Chen
A major challenge of applying zeroth-order (ZO) methods is the high query complexity, especially when queries are costly. We propose a novel gradient estimation technique for ZO me…
Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation
Heng Zhu, Qing Ling
This paper aims at jointly addressing two seemly conflicting issues in federated learning: differential privacy (DP) and Byzantine-robustness, which are particularly challenging wh…