Jae-Kyung Cho Being unique is better than being perfect

Publications

(J: journal / C: conference / P: patent / A: Arxiv)


2026

[A3] Preference Packing: Efficient Preference Optimization for Large Language Models

[A2] AX K1 Technical Report

2024

[J2] Non-Line-of-Sight Vehicle Localization Based on Sound

  • Mingu Jeon, Jae-Kyung Cho (equal contribution), Hee-Yeun Kim, Byeonggyu Park, Seung-Woo Seo and Seong-Woo Kim
  • IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2024
  • paper link

[A1] MuNES: Multifloor Navigation Including Elevators and Stairs

  • Donghwi Jung, Chan Kim, Jae-Kyung Cho, and Seong-Woo Kim
  • paper link

2023

[C6] SeRO: Self-Supervised Reinforcement Learning for Recovery from Out-of-Distribution Situations*

  • Chan Kim, Jaekyung Cho, Christophe Bobda, Seung-Woo Seo, Seong-Woo Kim
  • International Joint Conference on Artificial Intelligence(IJCAI), Macau, 2023
  • paper link

[C5] Low-level controller in response to changes in quadrotor dynamics

  • Jae-Kyung Cho, Chan Kim, Mohamed Khalid M Jaffar, Michael W. Otte, and Seong-Woo Kim
  • IEEE International Conference of Robotics and Automation (ICRA). 2023
  • paper link

2022

[J1] UNICON: Uncertainty-Conditioned Policy for Robust Behavior in Unfamiliar Scenarios

  • Chan Kim, Jae-Kyung Cho, Hyung-Suk Yoon, Seung-Woo Seo, and Seong-Woo Kim
  • IEEE Robotics and Automation Letters (RA-L) with IROS, 2022
  • paper link

[C4] Non-myopic Trajectory Planning for Autonomous Driving Combining Single-Query and Multi-Query Methods

  • Jae-Kyung Cho, Sihyeon Jo, Seung-Woo Seo, and Seong-Woo Kim
  • International Conference on Electronics, Information, and Communication (ICEIC). 2022
  • Second prize won at Haedong paper award competition of ICEIC 2022
  • paper link

[C3] Action-Conditioned Traffic Scene Prediction for Interactive Planning

  • Chan Kim, Jae-Kyung Cho, Younghwa Jung, Seung-Woo Seo, and Seong-Woo Kim
  • International Conference on Electronics, Information, and Communication (ICEIC). 2022
  • paper link

2021

[C2] A Pilot study of Anomaly Detection Model in Film Stretching Process Using Multivariate Timeseries Data

  • Jae-Young Jang, Jae-Kyung Cho, and Seong-Woo Kim
  • Conference of the Institute of Electronics Engineers of Korea. 2021

[C1] Jumple: Interactive Contents for the Virtual Physical Education Classroom in the Pandemic Era

  • Shin, Soohyun, Jaekyung Cho, and Seong-Woo Kim
  • Augmented Humans Conference. 2021
  • paper link

[P2] Obstacle detection system for autonomous vehicle or robot

  • Jaekyung Cho, and Seong-Woo Kim
  • patented at Nov. 4, 2021 (10-2021-0150641)

[P1] Online physical education system using augmented reality contents

  • Soohyun Shin, Jaekyung Cho, and Seong-Woo Kim
  • patented at Feb. 4, 2021 (10-2021-0016167)