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Yunseok Kwak
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2020 – today
- 2023
- [j2]Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim
, Hyunhee Cho, Jihong Park
Quantum distributed deep learning architectures: Models, discussions, and applications. ICT Express 9(3): 486-491 (2023) - [j1]Won Joon Yun
SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks. IEEE/ACM Trans. Netw. 31(6): 2499-2514 (2023) - 2022
- [c5]Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. ICDCS 2022: 1332-1335 - [c4]Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. INFOCOM 2022: 1729-1738 - [i7]Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Minseok Choi, Soyi Jung, Joongheon Kim:
Quantum Heterogeneous Distributed Deep Learning Architectures: Models, Discussions, and Applications. CoRR abs/2202.11200 (2022) - [i6]Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim:
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. CoRR abs/2203.10443 (2022) - [i5]Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim:
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks. CoRR abs/2203.14094 (2022) - 2021
- [c3]Joongheon Kim, Yunseok Kwak, Soyi Jung
Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation. APWCS 2021: 1-5 - [c2]Yunseok Kwak, Won Joon Yun, Soyi Jung
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. ICTC 2021: 416-420 - [c1]Yunseok Kwak, Won Joon Yun, Soyi Jung
Quantum Neural Networks: Concepts, Applications, and Challenges. ICUFN 2021: 413-416 - [i4]Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim:
Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation. CoRR abs/2108.00626 (2021) - [i3]Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim:
Quantum Neural Networks: Concepts, Applications, and Challenges. CoRR abs/2108.01468 (2021) - [i2]Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim:
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. CoRR abs/2108.06849 (2021) - [i1]Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim:
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. CoRR abs/2112.02543 (2021)
Coauthor Index
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