Hankyul Baek

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 23

Top Topics

Autonomous Driving

Top Venues

Publications

Soohyun Park, Hankyul Baek, Jung Won Yoon, Youn Kyu Lee, Joongheon Kim
AQUA: Analytics-driven quantum neural network (QNN) user assistance for software validation. Future Gener. Comput. Syst. 159 (2024)
Hankyul Baek, Donghyeon Kim, Joongheon Kim
Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications. CoRR (2024)
Soohyun Park, Hankyul Baek, Joongheon Kim
Quantum Reinforcement Learning for Spatio-Temporal Prioritization in Metaverse. IEEE Access 12 (2024)
Hyunsoo Lee, Gyu Seon Kim, Minseok Choi, Hankyul Baek, Soohyun Park
Farthest Agent Selection With Episode-Wise Observations for Real-Time Multi-Agent Reinforcement Learning Applications. IEEE Access 12 (2024)
Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. ICOIN (2023)
Hankyul Baek, Won Joon Yun, Joongheon Kim
FV-Train: Quantum Convolutional Neural Network Training with a Finite Number of Qubits by Extracting Diverse Features (Student Abstract). AAAI (2023)
Hankyul Baek, Soohyun Park, Joongheon Kim
Logarithmic Dimension Reduction for Quantum Neural Networks. CIKM (2023)
Jae Pyoung Kim, Won Joon Yun, Hankyul Baek, Joongheon Kim
Modern Trends in Quantum AI: Distributed and High-Definition Computation. ICOIN (2023)
Hankyul Baek, Won Joon Yun, Soohyun Park, Joongheon Kim
Stereoscopic scalable quantum convolutional neural networks. Neural Networks 165 (2023)
Soohyun Park, Hankyul Baek, Joongheon Kim
Quantum Split Learning for Privacy-Preserving Information Management. CIKM (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)
Hankyul Baek, Rhoan Lee, Soyi Jung, Joongheon Kim, Soohyun Park
Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization Framework. IEEE Open J. Comput. Soc. 4 (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. CoRR (2022)
Won Joon Yun, Hankyul Baek, Joongheon Kim
Quantum Split Neural Network Learning using Cross-Channel Pooling. CoRR (2022)
Hankyul Baek, Won Joon Yun, Joongheon Kim
Scalable Quantum Convolutional Neural Networks. CoRR (2022)
Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. CoRR (2022)
Won Joon Yun, Jae Pyoung Kim, Hankyul Baek, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding. CoRR (2022)
Hankyul Baek, Haemin Lee, Ji-Yeon Kim, Soyi Jung, Minseok Choi, Joongheon Kim
Trends in 3D Point Cloud Contents Sampling in Mobile AR/VR Platforms. APWCS (2022)
Won Joon Yun, Hankyul Baek, Joongheon Kim
Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification. 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)
Hankyul Baek, Won Joon Yun, Joongheon Kim
3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications. CoRR (2022)
Hankyul Baek, Won Joon Yun, Soyi Jung, Jihong Park, Mingyue Ji, Joongheon Kim, Mehdi Bennis
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding. 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)