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ORCIDEmily Jimin Roh
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2020 – today
- 2026
[j7]Seihun Kim, Emily Jimin Roh
, Ilseok Song, Jooeun Kwon, Sei Kwon, Youngdae Kim, Joongheon Kim:
Two-Stage MPC-Guided Imitation and Reinforcement Learning for Autonomous Underwater Vehicle Control in Dynamic Obstacle Environments. IEEE Access 14: 99636-99648 (2026)- 2025
- [j6]Joongheon Kim, Emily Jimin Roh, Chaemoon Im, Soohyun Park:
Quantum-Eyes: Scalable Quantum Convolutional Neural Networks for Low-Overhead Object Detection [Research Frontier]. IEEE Comput. Intell. Mag. 20(3): 63-74 (2025) - [j5]Emily Jimin Roh, Soohyun Park, Soyi Jung, Joongheon Kim:
Stabilized classification control using multi-stage quantum convolutional neural networks for autonomous driving. J. Commun. Networks 27(4): 264-272 (2025) - [j4]Emily Jimin Roh, Joo Yong Shim, Joongheon Kim, Soohyun Park:
Hybrid quantum-classical 3D object detection using multi-channel quantum convolutional neural network. J. Supercomput. 81(3): 455 (2025) - [j3]Emily Jimin Roh, Chaemoon Im, Wonjun Jeong, Soohyun Park:
Computation-efficient quantum convolutional neural networks for autonomous driving applications. J. Supercomput. 81(8): 1033 (2025) - [j2]Emily Jimin Roh, Joongheon Kim, Soyi Jung, Soohyun Park:
Joint scalable quantum convolutional neural network and reverse fidelity training for high-accurate recognition in unmanned aerial vehicle surveillance. J. Supercomput. 81(16): 1495 (2025) - [j1]Emily Jimin Roh, Hankyul Baek, Donghyeon Kim, Joongheon Kim:
Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications. IEEE Trans. Mob. Comput. 24(2): 1031-1042 (2025) - [c6]Emily Jimin Roh, Joo Yong Shim, Soohyun Park, Joongheon Kim:
Hybrid Quantum-Classical Style Transfer (Student Abstract). AAAI 2025: 29480-29481 - [c5]Emily Jimin Roh, Joongheon Kim:
Quantum-Amplitude Embedded Adaptation for Parameter-Efficient Fine-Tuning in Large Language Models. CIKM 2025: 5171-5175 - [c4]Emily Jimin Roh, Tae Hoon Lee, Joongheon Kim:
Vision Transformer for Sequence-to-Action Networks in Autonomous Driving Control. ICTC 2025: 130-132 - [c3]Emily Jimin Roh, Soohyun Park, Joongheon Kim:
Beyond Full Fine-Tuning: Parameter-Efficient Adaptation for Large-Scale Natural Language Generation. ICTC 2025: 807-809 - [c2]Minjoo Kim, Juhui Heo, Emily Jimin Roh, Soohyun Park:
Dynamic Multi-Pqc Quantum Convolutional Neural Network for Real-Time Pothole Detection: Invited Paper. SPAWC 2025: 1-5 - [i1]Emily Jimin Roh, Hyojun Ahn, Samuel Yen-Chi Chen, Soohyun Park, Joongheon Kim:
How Can Quantum Deep Learning Improve Large Language Models? CoRR abs/2509.16244 (2025) - 2024
- [c1]Emily Jimin Roh, Kihun Lee, Joongheon Kim:
Introduction to Heterogeneous Knowledge Transfer for Quantum Convolutional Neural Networks. ICTC 2024: 1154-1156
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