Yae Jee Cho

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 29

Top Topics

Spatial Correlation

Knowledge Transfer

Convergence Analysis

Top Venues

IEEE Wirel. Commun.

Publications

Yae Jee Cho, Divyansh Jhunjhunwala, Tian Li, Virginia Smith, Gauri Joshi
Maximizing Global Model Appeal in Federated Learning. Trans. Mach. Learn. Res. 2024 (2024)
Yae Jee Cho, Luyang Liu, Zheng Xu, Aldi Fahrezi, Gauri Joshi
Heterogeneous Low-Rank Approximation for Federated Fine-tuning of On-Device Foundation Models. CoRR (2024)
Yae Jee Cho, Gauri Joshi, Dimitrios Dimitriadis
Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels. CoRR (2023)
Yae Jee Cho, Pranay Sharma, Gauri Joshi, Zheng Xu, Satyen Kale, Tong Zhang
On the Convergence of Federated Averaging with Cyclic Client Participation. CoRR (2023)
Yae Jee Cho, Gauri Joshi, Dimitrios Dimitriadis
Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels. ICCV (2023)
Yae Jee Cho, Pranay Sharma, Gauri Joshi, Zheng Xu, Satyen Kale, Tong Zhang
On the Convergence of Federated Averaging with Cyclic Client Participation. ICML (2023)
Yae Jee Cho, Jianyu Wang, Tarun Chirvolu, Gauri Joshi
Communication-Efficient and Model-Heterogeneous Personalized Federated Learning via Clustered Knowledge Transfer. IEEE J. Sel. Top. Signal Process. 17 (1) (2023)
Yae Jee Cho, Divyansh Jhunjhunwala, Tian Li, Virginia Smith, Gauri Joshi
To Federate or Not To Federate: Incentivizing Client Participation in Federated Learning. CoRR (2022)
Yae Jee Cho, Jianyu Wang, Gauri Joshi
Towards Understanding Biased Client Selection in Federated Learning. AISTATS (2022)
Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning. CoRR (2022)
Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning. IJCAI (2022)
Yae Jee Cho, Jianyu Wang, Tarun Chiruvolu, Gauri Joshi
Personalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer. CoRR (2021)
Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning. ACSSC (2020)
Yeon-Geun Lim, Yae Jee Cho, Min Soo Sim, Younsun Kim, Chan-Byoung Chae, Reinaldo A. Valenzuela
Map-Based Millimeter-Wave Channel Models: An Overview, Data for B5G Evaluation and Machine Learning. IEEE Wirel. Commun. 27 (4) (2020)
Yae Jee Cho, Jianyu Wang, Gauri Joshi
Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies. CoRR (2020)
Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning. CoRR (2020)
Yae Jee Cho, Gee-Yong Suk, Byoungnam Kim, Dong Ku Kim, Chan-Byoung Chae
RF Lens-Embedded Antenna Array for mmWave MIMO: Design and Performance. IEEE Commun. Mag. 56 (7) (2018)
Yae Jee Cho, Kaibin Huang, Chan-Byoung Chae
V2X Downlink Coverage Analysis with a Realistic Urban Vehicular Model. GLOBECOM Workshops (2018)
Yae Jee Cho, Kaibin Huang, Chan-Byoung Chae
V2X Downlink Coverage Analysis with a Realistic Urban Vehicular Model. CoRR (2018)
Yeon-Geun Lim, Yae Jee Cho, TaeckKeun Oh, Yongshik Lee, Chan-Byoung Chae
Relationship Between Cross-Polarization Discrimination (XPD) and Spatial Correlation in Indoor Small-Cell MIMO Systems. IEEE Wirel. Commun. Lett. 7 (4) (2018)
Yae Jee Cho, Gee-Yong Suk, Byoungnam Kim, Dong Ku Kim, Chan-Byoung Chae
RF Lens-Embedded Antenna Array for mmWave MIMO: Design and Performance. CoRR (2018)
Yae Jee Cho, Huseyin Birkan Yilmaz, Weisi Guo, Chan-Byoung Chae
Effective Enzyme Deployment for Degradation of Interference Molecules in Molecular Communication. CoRR (2017)
Huseyin Birkan Yilmaz, Changmin Lee, Yae Jee Cho, Chan-Byoung Chae
A machine learning approach to model the received signal in molecular communications. BlackSeaCom (2017)
Yeon-Geun Lim, Yae Jee Cho, Younsun Kim, Chan-Byoung Chae
Map-based Millimeter-Wave Channel Models: An Overview, Guidelines, and Data. CoRR (2017)
Yae Jee Cho, Huseyin Birkan Yilmaz, Weisi Guo, Chan-Byoung Chae
Effective Enzyme Deployment for Degradation of Interference Molecules in Molecular Communication. WCNC (2017)
Yeon-Geun Lim, Yae Jee Cho, TaeckKeun Oh, Yongshik Lee, Chan-Byoung Chae
Relationship between Cross-Polarization Discrimination (XPD) and Spatial Correlation in Indoor Small-Cell MIMO Systems. CoRR (2017)
Yae Jee Cho, Huseyin Birkan Yilmaz, Weisi Guo, Chan-Byoung Chae
Effective inter-symbol interference mitigation with a limited amount of enzymes in molecular communications. Trans. Emerg. Telecommun. Technol. 28 (7) (2017)
Yae Jee Cho, Huseyin Birkan Yilmaz, Weisi Guo, Chan-Byoung Chae
Effective inter-symbol interference mitigation with a limited amount of enzymes in molecular communications. CoRR (2016)
Huseyin Birkan Yilmaz, Changmin Lee, Yae Jee Cho, Chan-Byoung Chae
A Machine Learning Approach to Model the Received Signal in Molecular Communications. CoRR (2016)