Songyang Ge

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Security Problems

Convex Optimization

Top Venues

Mob. Networks Appl.

Publications

Tenghao Cai, Songyang Ge, Yanqing Xu, Tsung-Hui Chang
Approaching Centralized Multi-cell Coordinated Beamforming with Limited Backhaul Signaling. ICC (2023)
Songyang Ge, Tsung-Hui Chang
Gradient and Variable Tracking with Multiple Local SGD for Decentralized Non-Convex Learning. CoRR (2023)
Songyang Ge, Tsung-Hui Chang
Gradient Tracking with Multiple Local SGD for Decentralized Non-Convex Learning. CDC (2023)
Haiqing Gao, Songyang Ge, Tsung-Hui Chang
FedHD: Communication-efficient federated learning from hybrid data. J. Frankl. Inst. 360 (12) (2023)
Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo
Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem. IEEE Trans. Signal Process. 70 (2022)
Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo
Decentralized Non-Convex Learning with Linearly Coupled Constraints. CoRR (2021)
Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo
A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization. ICASSP (2020)
Songyang Ge, Beiling Lu, Liang Xiao, Jie Gong, Xiang Chen, Yun Liu
Mobile Edge Computing Against Smart Attacks with Deep Reinforcement Learning in Cognitive MIMO IoT Systems. Mob. Networks Appl. 25 (5) (2020)
Songyang Ge, Beiling Lu, Jie Gong, Xiang Chen
Computation Offloading and Security with Q-Learning. IoTaaS (2019)