Yunseok Kwak

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 14

Top Topics

Widely Applicable

Reinforcement Learning

Theoretical Computer Science

Generalization Bounds

Top Venues

Publications

Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Jihong Park, Minseok Choi, Soyi Jung, Joongheon Kim
Quantum distributed deep learning architectures: Models, discussions, and applications. ICT Express 9 (3) (2023)
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. IEEE/ACM Trans. Netw. 31 (6) (2023)
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. ICDCS (2022)
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 (2022)
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 (2022)
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 (2022)
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. INFOCOM (2022)
Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim
Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation. APWCS (2021)
Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim
Quantum Neural Networks: Concepts, Applications, and Challenges. ICUFN (2021)
Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. ICTC (2021)
Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim
Quantum Neural Networks: Concepts, Applications, and Challenges. CoRR (2021)
Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. CoRR (2021)
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 (2021)
Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim
Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation. CoRR (2021)