Emily Jimin Roh

According to our database, Emily Jimin Roh authored at least 10 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Joint scalable quantum convolutional neural network and reverse fidelity training for high-accurate recognition in unmanned aerial vehicle surveillance.

Emily Jimin Roh, Joongheon Kim, Soyi Jung, Soohyun Park

J. Supercomput., November, 2025

How Can Quantum Deep Learning Improve Large Language Models?

Emily Jimin Roh, Hyojun Ahn, Samuel Yen-Chi Chen, Soohyun Park, Joongheon Kim

CoRR, September, 2025

Quantum-Eyes: Scalable Quantum Convolutional Neural Networks for Low-Overhead Object Detection [Research Frontier].

Joongheon Kim, Emily Jimin Roh, Chaemoon Im, Soohyun Park

IEEE Comput. Intell. Mag., August, 2025

Computation-efficient quantum convolutional neural networks for autonomous driving applications.

Emily Jimin Roh, Chaemoon Im, Wonjun Jeong, Soohyun Park

J. Supercomput., June, 2025

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

Emily Jimin Roh, Hankyul Baek, Donghyeon Kim, Joongheon Kim

IEEE Trans. Mob. Comput., February, 2025

Hybrid quantum-classical 3D object detection using multi-channel quantum convolutional neural network.

Emily Jimin Roh, Joo Yong Shim, Joongheon Kim, Soohyun Park

J. Supercomput., February, 2025

Dynamic Multi-Pqc Quantum Convolutional Neural Network for Real-Time Pothole Detection: Invited Paper.

Minjoo Kim, Juhui Heo, Emily Jimin Roh, Soohyun Park

Proceedings of the 26th IEEE International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications, 2025

Quantum-Amplitude Embedded Adaptation for Parameter-Efficient Fine-Tuning in Large Language Models.

Emily Jimin Roh, Joongheon Kim

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Hybrid Quantum-Classical Style Transfer (Student Abstract).

Emily Jimin Roh, Joo Yong Shim, Soohyun Park, Joongheon Kim

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Introduction to Heterogeneous Knowledge Transfer for Quantum Convolutional Neural Networks.

Emily Jimin Roh, Kihun Lee, Joongheon Kim

Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024