Minsu Kim

13 papers A* 1B 2Misc 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
Edge vs Cloud: How Do We Balance Cost, Latency, and Quality for Large Language Models Over 5G Networks?
WCNC
Minsu Kim, Pinyarash Pinyoanuntapong, Bong-Ho Kim, Walid Saad, Doru Calin
2024 Misc conf
Analysis of the Memorization and Generalization Capabilities of AI Agents: are Continual Learners Robust?
ICASSP
Minsu Kim, Walid Saad
2024 J jnl
Green, Quantized Federated Learning Over Wireless Networks: An Energy-Efficient Design.
IEEE Trans. Wirel. Commun.
Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah
2024 A* conf
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead.
NeurIPS
Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong
2024 J jnl
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead.
CoRR
Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong
2023 B conf
A Bargaining Game for Personalized, Energy Efficient Split Learning over Wireless Networks.
WCNC
Minsu Kim, Alexander C. DeRieux, Walid Saad
2023 J jnl
Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust?
CoRR
Minsu Kim, Walid Saad
2023 J jnl
Facing to Latency of Hyperledger Fabric for Blockchain-Enabled IoT: Modeling and Analysis.
IEEE Netw.
Sungho Lee, Minsu Kim, Jemin Lee, Ruei-Hau Hsu, Min-Soo Kim, Tony Q. S. Quek
2022 J jnl
A Bargaining Game for Personalized, Energy Efficient Split Learning over Wireless Networks.
CoRR
Minsu Kim, Alexander C. DeRieux, Walid Saad
2022 J jnl
Ensuring Data Freshness for Blockchain-Enabled Monitoring Networks.
IEEE Internet Things J.
Minsu Kim, Sungho Lee, Chanwon Park, Jemin Lee, Walid Saad
2022 J jnl
Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design.
CoRR
Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah
2022 — conf
On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks.
ICC
Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah
2021 J jnl
On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks.
CoRR
Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah