Jaeho Choi

Korea Institute of Ocean Science and Technology — South Korea

Computer Science · Physical Sciences

12h-index580citations30works0.02yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(10), Quantum-Dot Cellular Automata(8), Quantum Information and Cryptography(7), Recommender Systems and Techniques(5), Financial Markets and Investment Strategies(3)

Publications30 total

PCT-CycleGAN: Paired Complementary Temporal Cycle-Consistent Adversarial Networks for Radar-Based Precipitation Nowcasting
2023· 3 citedOpen Access
A Study on the Improvement of USV’s Leader-Follower Swarm Control Algorithm through Fault Coping Algorithm
2023· 2 cited
CoMix: Collaborative filtering with mixup for implicit datasets
Information Sciences·2023· 14 cited
AiRS: A Large-Scale Recommender System at NAVER News
2022 IEEE 38th International Conference on Data Engineering (ICDE)·2022· 12 cited
Deep Learning-Based Cancerous Lung Nodule Detection in Computed Tomography Imageries
Lecture notes in networks and systems·2022
Deep Learning Network Model Studies for Adversarial Attack Resistance
Lecture notes in networks and systems·2021
Deep Learning Neural Network Architecture for Human Facial Expression Recognition
Lecture notes in networks and systems·2021· 1 cited
A Tutorial on Quantum Graph Recurrent Neural Network (QGRNN)
2021· 21 cited
Quantum Convolutional Neural Network for Resource-Efficient Image Classification: A Quantum Random Access Memory (QRAM) Approach
2021· 30 cited
Proper Cost Hamiltonian Design for Combinatorial Optimization Problems: A Boolean Function Approach
2021
A Tutorial on Quantum Convolutional Neural Networks (QCNN)
2020· 153 cited
Kirchhoff’s Circuit Law Applications to Graph Simplification in Search Problems
2020
Quantum Approximation for Wireless Scheduling
Applied Sciences·2020· 39 citedOpen Access
Energy-Efficient Cluster Head Selection via Quantum Approximate Optimization
Electronics·2020· 21 citedOpen Access
Kirchhoff's Circuit Law Applications to Graph Simplification in Search Problems
arXiv (Cornell University)·2020Open Access
A Tutorial on Quantum Convolutional Neural Networks (QCNN)
arXiv (Cornell University)·2020· 14 citedOpen Access
M-BPR: A novel approach to improving BPR for recommendation with multi-type pair-wise preferences
Information Sciences·2020· 26 cited
Quantum Approximation for Wireless Scheduling
arXiv (Cornell University)·2020· 2 citedOpen Access
The Useful Quantum Computing Techniques for Artificial Intelligence Engineers
2020· 42 cited
A Tutorial on Quantum Approximate Optimization Algorithm (QAOA): Fundamentals and Applications
2019· 90 cited
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Frequent Co-authors

Seunghyeok Oh(9), Joongheon Kim(9), Sang‐Wook Kim(3), Joongheon Kim(3), Jongbin Jung(3), Dong‐Kyu Chae(2), Jong‐Kook Kim(2), Yeon-Chang Lee(2), Taeho Kim(2), Sangaraju V. Kumar(2), Seongmoon Kim(2), Jin-Soo Kang(1), Keunchan Park(1), Jisoo Lee(1), Xiangnan He(1), Jaewan Moon(1), Yoonki Jeong(1), Hyunjung Shim(1), Jongwuk Lee(1), Hongjun Lim(1)