Joongheon Kim

2025

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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, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Filtered One-Shot Training for Quantum Architecture Search.
Seok Bin Son|Samuel Yen-Chi Chen|Joongheon Kim|Soohyun Park
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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LLM-based Interactive Coding Education via Predictive Query Management and Student-Centered Fine-Tuning: Design and Implementation with 1500-Student Class Data.
Geonjae Youn|Jonghoon Lee|Joongheon Kim|Chuck Yoo
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

2024

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Hands-On Introduction to Quantum Machine Learning.
Samuel Yen-Chi Chen|Joongheon Kim
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

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Logarithmic Dimension Reduction for Quantum Neural Networks.
Hankyul Baek|Soohyun Park|Joongheon Kim
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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Quantum Split Learning for Privacy-Preserving Information Management.
Soohyun Park|Hankyul Baek|Joongheon Kim
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

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Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly.
Won Joon Yun|David Mohaisen|Soyi Jung|Jong-Kook Kim|Joongheon Kim
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022