Songyang Ge

According to our database, Songyang Ge authored at least 9 papers between 2019 and 2023.

Collaborative distances:

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

2023

FedHD: Communication-efficient federated learning from hybrid data.

Haiqing Gao, Songyang Ge, Tsung-Hui Chang

J. Frankl. Inst., 2023

Gradient and Variable Tracking with Multiple Local SGD for Decentralized Non-Convex Learning.

Songyang Ge, Tsung-Hui Chang

CoRR, 2023

Approaching Centralized Multi-cell Coordinated Beamforming with Limited Backhaul Signaling.

Tenghao Cai, Songyang Ge, Yanqing Xu, Tsung-Hui Chang

Proceedings of the IEEE International Conference on Communications, 2023

Gradient Tracking with Multiple Local SGD for Decentralized Non-Convex Learning.

Songyang Ge, Tsung-Hui Chang

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem.

Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo

IEEE Trans. Signal Process., 2022

2021

Decentralized Non-Convex Learning with Linearly Coupled Constraints.

Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo

CoRR, 2021

2020

Mobile Edge Computing Against Smart Attacks with Deep Reinforcement Learning in Cognitive MIMO IoT Systems.

Songyang Ge, Beiling Lu, Liang Xiao, Jie Gong, Xiang Chen, Yun Liu

Mob. Networks Appl., 2020

A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization.

Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Computation Offloading and Security with Q-Learning.

Songyang Ge, Beiling Lu, Jie Gong, Xiang Chen

Proceedings of the IoT as a Service - 5th EAI International Conference, 2019