Qi Xia

According to our database, Qi Xia authored at least 13 papers between 2019 and 2023.

Collaborative distances:

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

2023

Byzantine Tolerant Algorithms for Federated Learning.

Qi Xia, Zeyi Tao, Qun Li, Songqing Chen

IEEE Trans. Netw. Sci. Eng., 2023

An Efficient and Robust Cloud-Based Deep Learning With Knowledge Distillation.

Zeyi Tao, Qi Xia, Songqing Chen, Qun Li

IEEE Trans. Cloud Comput., 2023

LAWS: Look Around and Warm-Start Natural Gradient Descent for Quantum Neural Networks.

Zeyi Tao, Jindi Wu, Qi Xia, Qun Li

Proceedings of the IEEE International Conference on Quantum Software, 2023

2021

A survey of federated learning for edge computing: Research problems and solutions.

Qi Xia, Winson Ye, Zeyi Tao, Jindi Wu, Qun Li

High Confid. Comput., June, 2021

Defenses Against Byzantine Attacks in Distributed Deep Neural Networks.

Qi Xia, Zeyi Tao, Qun Li

IEEE Trans. Netw. Sci. Eng., 2021

ToFi: An Algorithm to Defend Against Byzantine Attacks in Federated Learning.

Qi Xia, Zeyi Tao, Qun Li

Proceedings of the Security and Privacy in Communication Networks, 2021

Defending Against Byzantine Attacks in Quantum Federated Learning.

Qi Xia, Zeyi Tao, Qun Li

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Efficient Privacy-Preserving Federated Learning for Resource-Constrained Edge Devices.

Jindi Wu, Qi Xia, Qun Li

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Neuron Manifold Distillation for Edge Deep Learning.

Zeyi Tao, Qi Xia, Qun Li

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

QuantumFed: A Federated Learning Framework for Collaborative Quantum Training.

Qi Xia, Qun Li

Proceedings of the IEEE Global Communications Conference, 2021

CE-SGD: Communication-Efficient Distributed Machine Learning.

Zeyi Tao, Qi Xia, Qun Li, Songqing Chen

Proceedings of the IEEE Global Communications Conference, 2021

2019

A Survey of Virtual Machine Management in Edge Computing.

Zeyi Tao, Qi Xia, Zijiang Hao, Cheng Li, Lele Ma, Shanhe Yi, Qun Li

Proc. IEEE, 2019

FABA: An Algorithm for Fast Aggregation against Byzantine Attacks in Distributed Neural Networks.

Qi Xia, Zeyi Tao, Zijiang Hao, Qun Li

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019