Yae Jee Cho

31 papers A* 4A 1B 1Misc 1Journal 22Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Long-Context Modeling with Dynamic Hierarchical Sparse Attention for On-Device LLMs.
CoRR
Siheng Xiong, Joe Zou, Faramarz Fekri, Yae Jee Cho
2024 A* conf
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models.
EMNLP
Yae Jee Cho, Luyang Liu, Zheng Xu, Aldi Fahrezi, Gauri Joshi
2024 J jnl
Heterogeneous Low-Rank Approximation for Federated Fine-tuning of On-Device Foundation Models.
CoRR
Yae Jee Cho, Luyang Liu, Zheng Xu, Aldi Fahrezi, Gauri Joshi
2024 J jnl
Maximizing Global Model Appeal in Federated Learning.
Trans. Mach. Learn. Res.
Yae Jee Cho, Divyansh Jhunjhunwala, Tian Li, Virginia Smith, Gauri Joshi
2023 J jnl
Communication-Efficient and Model-Heterogeneous Personalized Federated Learning via Clustered Knowledge Transfer.
IEEE J. Sel. Top. Signal Process.
Yae Jee Cho, Jianyu Wang, Tarun Chirvolu, Gauri Joshi
2023 A* conf
Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels.
ICCV
Yae Jee Cho, Gauri Joshi, Dimitrios Dimitriadis
2023 J jnl
Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels.
CoRR
Yae Jee Cho, Gauri Joshi, Dimitrios Dimitriadis
2023 A* conf
On the Convergence of Federated Averaging with Cyclic Client Participation.
ICML
Yae Jee Cho, Pranay Sharma, Gauri Joshi, Zheng Xu, Satyen Kale, Tong Zhang
2023 J jnl
On the Convergence of Federated Averaging with Cyclic Client Participation.
CoRR
Yae Jee Cho, Pranay Sharma, Gauri Joshi, Zheng Xu, Satyen Kale, Tong Zhang
2022 A* conf
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning.
IJCAI
Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis
2022 J jnl
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning.
CoRR
Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis
2022 J jnl
To Federate or Not To Federate: Incentivizing Client Participation in Federated Learning.
CoRR
Yae Jee Cho, Divyansh Jhunjhunwala, Tian Li, Virginia Smith, Gauri Joshi
2022 A conf
Towards Understanding Biased Client Selection in Federated Learning.
AISTATS
Yae Jee Cho, Jianyu Wang, Gauri Joshi
2021 J jnl
Personalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer.
CoRR
Yae Jee Cho, Jianyu Wang, Tarun Chiruvolu, Gauri Joshi
2020 Misc conf
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning.
ACSSC
Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan
2020 J jnl
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning.
CoRR
Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan
2020 J jnl
Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies.
CoRR
Yae Jee Cho, Jianyu Wang, Gauri Joshi
2020 J jnl
Map-Based Millimeter-Wave Channel Models: An Overview, Data for B5G Evaluation and Machine Learning.
IEEE Wirel. Commun.
Yeon-Geun Lim, Yae Jee Cho, Min Soo Sim, Younsun Kim, Chan-Byoung Chae, Reinaldo A. Valenzuela
2018 J jnl
RF Lens-Embedded Antenna Array for mmWave MIMO: Design and Performance.
IEEE Commun. Mag.
Yae Jee Cho, Gee-Yong Suk, Byoungnam Kim, Dong Ku Kim, Chan-Byoung Chae
2018 J jnl
RF Lens-Embedded Antenna Array for mmWave MIMO: Design and Performance.
CoRR
Yae Jee Cho, Gee-Yong Suk, Byoungnam Kim, Dong Ku Kim, Chan-Byoung Chae
2018 J jnl
Relationship Between Cross-Polarization Discrimination (XPD) and Spatial Correlation in Indoor Small-Cell MIMO Systems.
IEEE Wirel. Commun. Lett.
Yeon-Geun Lim, Yae Jee Cho, TaeckKeun Oh, Yongshik Lee, Chan-Byoung Chae
2018 — conf
V2X Downlink Coverage Analysis with a Realistic Urban Vehicular Model.
GLOBECOM Workshops
Yae Jee Cho, Kaibin Huang, Chan-Byoung Chae
2018 J jnl
V2X Downlink Coverage Analysis with a Realistic Urban Vehicular Model.
CoRR
Yae Jee Cho, Kaibin Huang, Chan-Byoung Chae
2017 — conf
A machine learning approach to model the received signal in molecular communications.
BlackSeaCom
H. Birkan Yilmaz, Changmin Lee, Yae Jee Cho, Chan-Byoung Chae
2017 B conf
Effective Enzyme Deployment for Degradation of Interference Molecules in Molecular Communication.
WCNC
Yae Jee Cho, H. Birkan Yilmaz, Weisi Guo, Chan-Byoung Chae
2017 J jnl
Effective Enzyme Deployment for Degradation of Interference Molecules in Molecular Communication.
CoRR
Yae Jee Cho, H. Birkan Yilmaz, Weisi Guo, Chan-Byoung Chae
2017 J jnl
Effective inter-symbol interference mitigation with a limited amount of enzymes in molecular communications.
Trans. Emerg. Telecommun. Technol.
Yae Jee Cho, H. Birkan Yilmaz, Weisi Guo, Chan-Byoung Chae
2017 J jnl
Map-based Millimeter-Wave Channel Models: An Overview, Guidelines, and Data.
CoRR
Yeon-Geun Lim, Yae Jee Cho, Younsun Kim, Chan-Byoung Chae
2017 J jnl
Relationship between Cross-Polarization Discrimination (XPD) and Spatial Correlation in Indoor Small-Cell MIMO Systems.
CoRR
Yeon-Geun Lim, Yae Jee Cho, TaeckKeun Oh, Yongshik Lee, Chan-Byoung Chae
2016 J jnl
A Machine Learning Approach to Model the Received Signal in Molecular Communications.
CoRR
H. Birkan Yilmaz, Changmin Lee, Yae Jee Cho, Chan-Byoung Chae
2016 J jnl
Effective inter-symbol interference mitigation with a limited amount of enzymes in molecular communications.
CoRR
Yae Jee Cho, H. Birkan Yilmaz, Weisi Guo, Chan-Byoung Chae