Yang Liu

2024

doi dblp
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training.
Sichun Luo|Yuanzhang Xiao|Xinyi Zhang|Yang Liu|Wenbo Ding|Linqi Song
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 5

2022

doi dblp
FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training.
Yan Kang|Yang Liu|Xinle Liang
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 4
doi dblp
GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning.
Zelei Liu|Yuanyuan Chen|Han Yu|Yang Liu|Lizhen Cui
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 4
doi dblp
Communication-Efficient Federated Learning with Adaptive Quantization.
Yuzhu Mao|Zihao Zhao|Guangfeng Yan|Yang Liu|Tian Lan|Linqi Song|Wenbo Ding
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 4
doi dblp
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1.
Qiang Yang|Yongxin Tong|Yang Liu|Yangqiu Song|Hao Peng|Boi Faltings
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 4
doi dblp
Preface to Federated Learning: Algorithms, Systems, and Applications: Part 2.
Qiang Yang|Yongxin Tong|Yang Liu|Yangqiu Song|Hao Peng|Boi Faltings
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 5

2021

doi dblp
StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing.
Anbu Huang|Yang Liu|Tianjian Chen|Yongkai Zhou|Quan Sun|Hongfeng Chai|Qiang Yang
ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 4

2019

doi dblp
Federated Machine Learning: Concept and Applications.
Qiang Yang|Yang Liu|Tianjian Chen|Yongxin Tong
ACM Transactions on Intelligent Systems and Technology (TIST) 2019 Volume 10 Issue 2

2018

doi dblp
An automatically vetting mechanism for SSL error-handling vulnerability in android hybrid Web apps.
Yang Liu|Chaoshun Zuo|Zonghua Zhang|Shanqing Guo|Xin-Shun Xu
World Wide Web (WWW) 2018 Volume 21 Issue 1