P3T: Prototypical Point-level Prompt Tuning with Enhanced Generalization for 3D Vision-Language Models
Geunyoung Jung, Soohong Kim, Kyungwoo Song, Jiyoung Jung
IEEE International Conference on Robotics & Automation (ICRA), 1 Jun 2026

Causal Effect Variational Transformer for Public Health Measures and COVID-19 Infection Cluster Analysis
Jinho Kang, Sungjun Lim, Hojun Park, Jiyoung Jung, Jaehun Jung*, Kyungwoo Song*
ACM International Conference on Information and Knowledge Management (CIKM), 10 Nov 2025.

Flat Posterior Does Matter For Bayesian Model Averaging
Sungjun Lim, Jeyoon Yeom, Sooyon Kim, Hoyoon Byun, Jinho Kang, Yohan Jung*, Jiyoung Jung*, Kyungwoo Song*
Conference on Uncertainty in Artificial Intelligence (UAI), 21 Jul 2025.

Flat Posterior For Bayesian Model Averaging
SungJun Lim, Jeyoon Yeom, Sooyon Kim, Hoyoon Byun, Jinho Kang, Yohan Jung*, Jiyoung Jung*, Kyungwoo Song*
ICLR 2025 Workshop (Frontiers in Probabilistic Inference: Learning meets Sampling)

Enhancing Visual Classification using Comparative Descriptors
Hankyeol Lee, Gawon Seo, Wonseok Choi, Geunyoung Jung, Kyungwoo Song, Jiyoung Jung
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 28 Feb 2025.

Multi-Query Frequency Prompting for Physiological Signal Domain Adaptation
Jinho Kang*, Hoyoon Byun*, Taero Kim, Jiyoung Jung, Kyungwoo Song
Knowledge-Based Systems, Vol. 327, Article 114082, 9 Oct 2025. [2024 IF 7.6]

Robust Optimization for PPG-based Blood Pressure Estimation
Sungjun Lim*, Taero Kim*, Hyeonjeong Lee, Yewon Kim, Minhoi Park, Kwang-Yong Kim*, Minseong Kim*, Kyu Hyung Kim*, Jiyoung Jung*, Kyungwoo Song*
Biomedical Signal Processing and Control, Vol. 105, Article 107585, Jul 2025. [2024 IF 4.9]

Sequential Treatment Effect Estimation with Variational Transformers: Application to COVID-19 Infection Clusters
Jinho Kang,  Sungjun Lim, Hojun Park, Jaehun Jung, Jiyoung Jung, Kyungwoo Song
IJCAI 2024 Workshop (Artificial Intelligence for Time Series Analysis (AI4TS): Theory, Algorithms, and Applications)

Few-Shot PPG Signal Generation via Guided Diffusion Models
Jinho Kang, Yongtaek Lim, KyuHyung Kim, Hyeonjeong Lee, KwangYong Kim, Minseong Kim, Jiyoung Jung, and Kyungwoo Song
IEEE Sensors, Vol. 24, Issue 20, pp. 32792-32800 15 Oct 2024. [2024 IF 4.5]

Bibimbap: Pre-trained Models Ensemble for Domain Generalization
Jinho Kang, Taero Kim, Yewon Kim, Changdae Oh, Jiyoung Jung, Rakwoo Chang, and Kyungwoo Song
Pattern Recognition, Vol. 151, Article 110391, 1 Jul 2024. [2024 IF 7.6]

BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
Changdae Oh, Hyeji Hwang, Hee-young Lee, YongTaek Lim, Geunyoung Jung, Jiyoung Jung, Hosik Choi, and Kyungwoo Song
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 22 Jun 2023.

Generative Perturbation Network for Universal Adversarial Attacks on Brain-Computer Interfaces
Jiyoung Jung, HeeJoon Moon, Geunhyeok Yu, and Hyoseok Hwang
IEEE Journal of Biomedical and Health Informatics, Vol. 27, No. 11, pp. 5622-5633, 7 Nov 2023. [2022 IF 7.7]

Simultaneous Video Retrieval and Alignment
Won Jo, Geuntaek Lim, Yujin Hwang, Gwangjin Lee, Joonsoo Kim, Joungil Yun, Jiyoung Jung, and Yukyung Choi
IEEE Access, Vol. 11, pp. 28466-28478, 20 Mar 2023. [2022 IF 3.476]

Object Proposal using 3D Point Cloud for DRC-HUBO+
Seunghak Shin, Inwook Shim, Jiyoung Jung, Yunsu Bok, Jun-Ho Oh, and In So Kweon
In Proc. of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2016.

Accurate Camera Calibration Robust to Defocus using a Smartphone
Hyowon Ha, Yunsu Bok, Kyungdon Joo, Jiyoung Jung, and In So Kweon
In Proc. of International Conference on Computer Vision (ICCV), Dec 2015.

One-day outdoor photometric stereo via skylight estimation
Jiyoung Jung, Joon-Young Lee, and In So Kweon
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2015. Oral presentation (Acceptance rate 3.3%)

Noise aware depth denoising for a time-of-flight camera
Jiyoung Jung, Joon-Young Lee, and In So Kweon
In Proc. of Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Feb 2014.

Robust Computer Vision Techniques for High-quality 3D Modeling
Joon-Young Lee, Jiyoung Jung, Yunsu Bok, Jaesik Park, Dong-Geol Choi, Yudeog Han, and In So Kweon
In Proc. of IAPR Asian Conference on Pattern Recognition (ACPR), Nov 2013.

A Tensor Voting Approach for Multi-View 3D Scene Flow Estimation and Refinement
Jaesik Park, Tae-Hyun Oh, Jiyoung Jung, Yu-Wing Tai, and In So Kweon
In Proc. of European Conference on Computer Vision (ECCV), Oct 2012.

A Novel 2.5D Pattern for Extrinsic Calibration of ToF and Camera Fusion System
Jiyoung Jung, Yekeun Jeong, Jaesik Park, Hyowon Ha, James Dokyoon Kim, and In So Kweon
In Proc. of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Sep 2011.

Hierarchical On-line Boosting based Background Subtraction
Yongcheol Lee, Jiyoung Jung, and In So Kweon
In Proc. of Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Feb 2011.

View-invariant Planar Object Detection for VisTRo
Jiyoung Jung, Yekeun Jeong, Joon-Young Lee, Hanbyul Joo, and In So Kweon
In Proc. of International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Nov 2010.

Image Warping for View-invariant Object Matching using Stereo Camera
Jiyoung Jung, Yekeun Jeong, Joon-Young Lee, and In So Kweon
In Proc. of Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Feb 2010.

Clustering-Based Plane Segmentation Neural Network for Urban Scene Modeling
Hongjae Lee, Jiyoung Jung
Sensors, Volume 21, Number 24, Pages 8382, Dec 2021. (2020 IF 3.576)

A Novel Weight Pooling Method for Objective Image Quality Assessment with the Luminance Adaptation Effect in the Pixel Intensity Domain
Sung-Ho Bae, Uddin A. F. M. Shahab, Youmin Kim, Kang-Ho Lee, and Jiyoung Jung
Journal of Imaging Science and Technology (JIST), Volume 63, Number 5, Pages 50502-1-50502-8, Sep 2019. (2018 IF 0.712)

One-Day Outdoor Photometric Stereo Using Skylight Estimation
Jiyoung Jung, Joon-Young Lee, and In So Kweon
International Journal of Computer Vision (IJCV), Volume 127, Number 8, Pages 1126-1142, Aug 2019. (2018 IF 6.071)

Real-Time Road Lane Detection in Urban Areas Using LiDAR Data
Jiyoung Jung and Sung-Ho Bae
Electronics, Volume 7, Number 11, Pages 276, Oct 2018. (2017 IF 2.110)

User-Adaptive Key Click Vibration on Virtual Keyboard
Seokhee Jeon, Hongchae Lee, Jiyoung Jung, and Jin Ryong Kim
Mobile Information Systems, Volume 2018, Article ID 6126140, Pages 1-12, Oct 2018. (2017 IF 0.958)

Time-of-flight Sensor Calibration for a Color and Depth Camera Pair
Jiyoung Jung, Joon-Young Lee, Yekeun Jeong, and In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 37, Number 7, Pages 1501-1513, Jul 2015. (2014 IF 5.781)