Yunseok Kwak

According to our database, Yunseok Kwak authored at least 8 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks.

Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim

IEEE/ACM Trans. Netw., December, 2023

Quantum distributed deep learning architectures: Models, discussions, and applications.

Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Jihong Park, Minseok Choi, Soyi Jung, Joongheon Kim

ICT Express, 2023

2022

Quantum Heterogeneous Distributed Deep Learning Architectures: Models, Discussions, and Applications.

Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Minseok Choi, Soyi Jung, Joongheon Kim

CoRR, 2022

Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks.

Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim

Proceedings of the IEEE INFOCOM 2022, 2022

Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design.

Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

Quantum Neural Networks: Concepts, Applications, and Challenges.

Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim

Proceedings of the Twelfth International Conference on Ubiquitous and Future Networks, 2021

Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation.

Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation.

Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim

Proceedings of the 2021 IEEE VTS 17th Asia Pacific Wireless Communications Symposium (APWCS), 2021