86 citations · 150 across the 14 of their papers we have counts for
14 papers
RIS-Empowered LEO Satellite Networks for 6G: Promising Usage Scenarios and Future Directions
Mesut Toka, Byungju Lee, Jaehyup Seong +6
Low-Earth orbit (LEO) satellite systems have been deemed a promising key enabler for current 5G and the forthcoming 6G wireless networks. Such LEO satellite constellations can prov…
Information-Theoretic Privacy in Federated Submodel learning
Minchul Kim, Jungwoo Lee
We consider information-theoretic privacy in federated submodel learning, where a global server has multiple submodels. Compared to the privacy considered in the conventional feder…
A Deep Learning Approach for Automotive Radar Interference Mitigation
Jiwoo Mun, Heasung Kim, Jungwoo Lee
In automotive systems, a radar is a key component of autonomous driving. Using transmit and reflected radar signal by a target, we can capture the target range and velocity. Howeve…
Private Secure Coded Computation
Minchul Kim, Jungwoo Lee
We introduce a variation of coded computation that ensures data security and master's privacy against workers, which is referred to as private secure coded computation. In private…
Private Coded Computation for Machine Learning
Minchul Kim, Heecheol Yang, Jungwoo Lee
In a distributed computing system for the master-worker framework, an erasure code can mitigate the effects of slow workers, also called stragglers. The distributed computing syste…
GIFT: Guided and Interpretable Factorization for Tensors - An Application to Large-Scale Multi-platform Cancer Analysis
Jungwoo Lee, Sejoon Oh, Lee Sael
Given multi-platform genome data with prior knowledge of functional gene sets, how can we extract interpretable latent relationships between patients and genes? More specifically,…