Yae Jee Cho

Orcid: 0000-0001-6075-2712

According to our database1, Yae Jee Cho authored at least 20 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Maximizing Global Model Appeal in Federated Learning.
Trans. Mach. Learn. Res., 2024

Heterogeneous Low-Rank Approximation for Federated Fine-tuning of On-Device Foundation Models.
CoRR, 2024

Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
Communication-Efficient and Model-Heterogeneous Personalized Federated Learning via Clustered Knowledge Transfer.
IEEE J. Sel. Top. Signal Process., January, 2023

On the Convergence of Federated Averaging with Cyclic Client Participation.
Proceedings of the International Conference on Machine Learning, 2023

Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
To Federate or Not To Federate: Incentivizing Client Participation in Federated Learning.
CoRR, 2022

Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Towards Understanding Biased Client Selection in Federated Learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Personalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer.
CoRR, 2021

2020
Map-Based Millimeter-Wave Channel Models: An Overview, Data for B5G Evaluation and Machine Learning.
IEEE Wirel. Commun., 2020

Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies.
CoRR, 2020

Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2018
Relationship Between Cross-Polarization Discrimination (XPD) and Spatial Correlation in Indoor Small-Cell MIMO Systems.
IEEE Wirel. Commun. Lett., 2018

RF Lens-Embedded Antenna Array for mmWave MIMO: Design and Performance.
IEEE Commun. Mag., 2018

V2X Downlink Coverage Analysis with a Realistic Urban Vehicular Model.
Proceedings of the IEEE Globecom Workshops, 2018

2017
Effective inter-symbol interference mitigation with a limited amount of enzymes in molecular communications.
Trans. Emerg. Telecommun. Technol., 2017

Map-based Millimeter-Wave Channel Models: An Overview, Guidelines, and Data.
CoRR, 2017

Effective Enzyme Deployment for Degradation of Interference Molecules in Molecular Communication.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

A machine learning approach to model the received signal in molecular communications.
Proceedings of the 2017 IEEE International Black Sea Conference on Communications and Networking, 2017


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