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Frank Po-Chen Lin
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2020 – today
- 2025
- [i7]Evan Chen, Frank Po-Chen Lin, Dong-Jun Han, Christopher G. Brinton:
Differentially-Private Multi-Tier Federated Learning: A Formal Analysis and Evaluation. CoRR abs/2502.02877 (2025) - 2024
- [j4]Frank Po-Chen Lin
, Seyyedali Hosseinalipour
Delay-Aware Hierarchical Federated Learning. IEEE Trans. Cogn. Commun. Netw. 10(2): 674-688 (2024) - [i6]Frank Po-Chen Lin, Christopher G. Brinton
Differential Privacy in Hierarchical Federated Learning: A Formal Analysis and Evaluation. CoRR abs/2401.11592 (2024) - 2023
- [i5]Frank Po-Chen Lin, Seyyedali Hosseinalipour, Christopher G. Brinton
Delay-Aware Hierarchical Federated Learning. CoRR abs/2303.12414 (2023) - 2022
- [c4]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: 43-48 - 2021
- [j3]Frank Po-Chen Lin
Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations. IEEE J. Sel. Areas Commun. 39(12): 3851-3869 (2021) - [c3]Frank Po-Chen Lin, Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton
Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling. GLOBECOM 2021: 1-6 - [i4]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 abs/2103.10481 (2021) - [i3]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 abs/2109.03350 (2021) - [i2]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 abs/2112.13926 (2021) - 2020
- [j2]Frank Po-Chen Lin
Hierarchical Edge-Cloud SDN Controller System With Optimal Adaptive Resource Allocation for Load-Balancing. IEEE Syst. J. 14(1): 265-276 (2020) - [c2]Frank Po-Chen Lin, Christopher G. Brinton
Federated Learning with Communication Delay in Edge Networks. GLOBECOM 2020: 1-7 - [i1]Frank Po-Chen Lin, Christopher G. Brinton, Nicolò Michelusi:
Federated Learning with Communication Delay in Edge Networks. CoRR abs/2008.09323 (2020)
2010 – 2019
- 2018
- [j1]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: 8610-8618 (2018) - 2016
- [c1]Sen-Hung Wang, Frank Po-Chen Lin, Chih-Peng Li:
Secure channel estimation method in TDD OFDM systems. BMSB 2016: 1-4
Coauthor Index
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