Qian Chen

According to our database, Qian Chen authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

QP-LDP for Better Global Model Performance in Federated Learning.

Qian Chen, Zheng Chai, Zilong Wang, Haonan Yan, Xiaodong Lin, Jianying Zhou

IEEE Internet Things J., 2024

PAGE: Equilibrate Personalization and Generalization in Federated Learning.

Qian Chen, Zilong Wang, Jiaqi Hu, Haonan Yan, Jianying Zhou, Xiaodong Lin

Proceedings of the ACM on Web Conference 2024, 2024

2023

Dap-FL: Federated Learning Flourishes by Adaptive Tuning and Secure Aggregation.

Qian Chen, Zilong Wang, Jiawei Chen, Haonan Yan, Xiaodong Lin

IEEE Trans. Parallel Distributed Syst., June, 2023

FedDual: Pair-Wise Gossip Helps Federated Learning in Large Decentralized Networks.

Qian Chen, Zilong Wang, Hongbo Wang, Xiaodong Lin

IEEE Trans. Inf. Forensics Secur., 2023

PPT: A privacy-preserving global model training protocol for federated learning in P2P networks.

Qian Chen, Zilong Wang, Wenjing Zhang, Xiaodong Lin

Comput. Secur., 2023

RECESS Vaccine for Federated Learning: Proactive Defense Against Model Poisoning Attacks.

Haonan Yan, Wenjing Zhang, Qian Chen, Xiaoguang Li, Wenhai Sun, Hui Li, Xiaodong Lin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Accountable and Verifiable Secure Aggregation for Federated Learning in IoT Networks.

Xiaoyi Yang, Yanqi Zhao, Qian Chen, Yong Yu, Xiaojiang Du, Mohsen Guizani

IEEE Netw., 2022

Communication-Efficient Cluster Federated Learning in Large-scale Peer-to-Peer Networks.

Yilin Zhou, Qian Chen, Zilong Wang, Dan Xiao, Jiawei Chen

CoRR, 2022

LLDP: A Layer-wise Local Differential Privacy in Federated Learning.

Qian Chen, Hongbo Wang, Zilong Wang, Jiawei Chen, Haonan Yan, Xiaodong Lin

Proceedings of the IEEE International Conference on Trust, 2022

QP-LDP for better global model performance in federated learning.

Qian Chen, Zheng Chai, Zilong Wang, Jiawei Chen, Haonan Yan, Xiaodong Lin

Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

CFL: Cluster Federated Learning in Large-Scale Peer-to-Peer Networks.

Qian Chen, Zilong Wang, Yilin Zhou, Jiawei Chen, Dan Xiao, Xiaodong Lin

Proceedings of the Information Security - 25th International Conference, 2022

An Upper Bound of the Set Size of Perfect Sequences with Optimal Cross-correlation.

Zilong Wang, Qian Chen, Guang Gong

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

PPT: A Privacy-Preserving Global Model Training Protocol for Federated Learning in P2P Networks.

Qian Chen, Zilong Wang, Xiaodong Lin

CoRR, 2021