Emily Jimin Roh

11 papers A* 1A 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Computation-efficient quantum convolutional neural networks for autonomous driving applications. J. Supercomput. Emily Jimin Roh, Chaemoon Im, Wonjun Jeong, Soohyun Park
2025	—	`conf`	Dynamic Multi-Pqc Quantum Convolutional Neural Network for Real-Time Pothole Detection: Invited Paper. SPAWC Minjoo Kim, Juhui Heo, Emily Jimin Roh, Soohyun Park
2025	J	`jnl`	Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications. IEEE Trans. Mob. Comput. Emily Jimin Roh, Hankyul Baek, Donghyeon Kim, Joongheon Kim
2025	J	`jnl`	How Can Quantum Deep Learning Improve Large Language Models? CoRR Emily Jimin Roh, Hyojun Ahn, Samuel Yen-Chi Chen, Soohyun Park, Joongheon Kim
2025	A*	`conf`	Hybrid Quantum-Classical Style Transfer (Student Abstract). AAAI Emily Jimin Roh, Joo Yong Shim, Soohyun Park, Joongheon Kim
2025	J	`jnl`	Hybrid quantum-classical 3D object detection using multi-channel quantum convolutional neural network. J. Supercomput. Emily Jimin Roh, Joo Yong Shim, Joongheon Kim, Soohyun Park
2025	J	`jnl`	Joint scalable quantum convolutional neural network and reverse fidelity training for high-accurate recognition in unmanned aerial vehicle surveillance. J. Supercomput. Emily Jimin Roh, Joongheon Kim, Soyi Jung, Soohyun Park
2025	A	`conf`	Quantum-Amplitude Embedded Adaptation for Parameter-Efficient Fine-Tuning in Large Language Models. CIKM Emily Jimin Roh, Joongheon Kim
2025	J	`jnl`	Quantum-Eyes: Scalable Quantum Convolutional Neural Networks for Low-Overhead Object Detection [Research Frontier]. IEEE Comput. Intell. Mag. Joongheon Kim, Emily Jimin Roh, Chaemoon Im, Soohyun Park
2025	J	`jnl`	Stabilized classification control using multi-stage quantum convolutional neural networks for autonomous driving. J. Commun. Networks Emily Jimin Roh, Soohyun Park, Soyi Jung, Joongheon Kim
2024	—	`conf`	Introduction to Heterogeneous Knowledge Transfer for Quantum Convolutional Neural Networks. ICTC Emily Jimin Roh, Kihun Lee, Joongheon Kim