Frank Po-Chen Lin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Swarm Intelligence

Learning Design

Bacterial Foraging Optimization Algorithm

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Frank Po-Chen Lin, Seyyedali Hosseinalipour, Nicolò Michelusi, Christopher G. Brinton
Delay-Aware Hierarchical Federated Learning. IEEE Trans. Cogn. Commun. Netw. 10 (2) (2024)
Frank Po-Chen Lin, Christopher G. Brinton
Differential Privacy in Hierarchical Federated Learning: A Formal Analysis and Evaluation. CoRR (2024)
Frank Po-Chen Lin, Seyyedali Hosseinalipour, Christopher G. Brinton, Nicolò Michelusi
Delay-Aware Hierarchical Federated Learning. CoRR (2023)
David Nickel, Frank Po-Chen Lin, Seyyedali Hosseinalipour, Nicolò Michelusi, Christopher G. Brinton
Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity. ICC Workshops (2022)
Frank Po-Chen Lin, Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi
Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling. GLOBECOM (2021)
David Nickel, Frank Po-Chen Lin, Seyyedali Hosseinalipour, Nicolò Michelusi, Christopher G. Brinton
Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity. CoRR (2021)
Frank Po-Chen Lin, Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi
Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations. IEEE J. Sel. Areas Commun. 39 (12) (2021)
Frank Po-Chen Lin, Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi
Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations. CoRR (2021)
Frank Po-Chen Lin, Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi
Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling. CoRR (2021)
Frank Po-Chen Lin, Christopher G. Brinton, Nicolò Michelusi
Federated Learning with Communication Delay in Edge Networks. GLOBECOM (2020)
Frank Po-Chen Lin, Zsehong Tsai
Hierarchical Edge-Cloud SDN Controller System With Optimal Adaptive Resource Allocation for Load-Balancing. IEEE Syst. J. 14 (1) (2020)
Frank Po-Chen Lin, Christopher G. Brinton, Nicolò Michelusi
Federated Learning with Communication Delay in Edge Networks. CoRR (2020)
Frank Po-Chen Lin, Frederick Kin Hing Phoa
An Efficient Construction of Confidence Regions via Swarm Intelligence and Its Application in Target Localization. IEEE Access 6 (2018)
Sen-Hung Wang, Frank Po-Chen Lin, Chih-Peng Li
Secure channel estimation method in TDD OFDM systems. BMSB (2016)