Hankyul Baek

Stereoscopic scalable quantum convolutional neural networks

Hankyul Baek, Won Joon Yun, Soohyun Park et al. · Neural Networks · 2023 · 34 citations

Quantum Science, Engineering, Quantum Computing +5

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

Hankyul Baek, Won Joon Yun, Yunseok Kwak et al. · IEEE INFOCOM 2022 - IEEE Conference on Computer Communications · 2022 · 24 citations

Artificial Intelligence, Superposition Training, Engineering +17

SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks

Won Joon Yun, Yunseok Kwak, Hankyul Baek et al. · IEEE/ACM Transactions on Networking · 2023 · 23 citations

Logarithmic Dimension Reduction for Quantum Neural Networks

Hankyul Baek, Soohyun Park, Joongheon Kim · 2023 · 22 citations

Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications

Emily Jimin Roh, Hankyul Baek, Donghyeon Kim et al. · IEEE Transactions on Mobile Computing · 2024 · 20 citations