3 citations · 6 across the 4 of their papers we have counts for
4 papers
FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks
Ehsanul Kabir, Zeyu Song, Md Rafi Ur Rashid +1
Federated learning (FL) is revolutionizing how we learn from data. With its growing popularity, it is now being used in many safety-critical domains such as autonomous vehicles and…
CC-Loss: Channel Correlation Loss For Image Classification
Zeyu Song, Dongliang Chang, Zhanyu Ma +2
The loss function is a key component in deep learning models. A commonly used loss function for classification is the cross entropy loss, which is a simple yet effective applicatio…
Deep Self-Supervised Representation Learning for Free-Hand Sketch
Peng Xu, Zeyu Song, Qiyue Yin +2
In this paper, we tackle for the first time, the problem of self-supervised representation learning for free-hand sketches. This importantly addresses a common problem faced by the…
Mobile big data analysis with machine learning
Jiyang Xie, Zeyu Song, Yupeng Li +1
This paper investigates to identify the requirement and the development of machine learning-based mobile big data analysis through discussing the insights of challenges in the mobi…