Curriculum Vitae
Education
2023.08 - Current
Ph.D. in Computer Science
- University of Illinois at Chicago, Chicago, Illinois, U.S.
- Advisor: Wei Tang
- Research Fields: 3D Vision, 3D Object Detection, 3D Scene Understanding
2017.09 - 2019.08
M.S. in Division of Nano & Information Technology (HCI & Robotics)
- Korea Institute of Science and Technology(KIST)-school, University of Science and
Technology (UST), Seoul, Korea
- Advisor: Ig-Jae Kim
- Thesis: Deep Learning-based Pose-Invariant Ear Recognition
2011.03 - 2017.02
B.S. in Biomedical Engineering & Computer Engineering
- Double majors from Pukyong National University, Busan, Korea
- Thesis: Elderly People Living Alone Management System Based on Android
Publications
2026
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"RARE: Learn to RAnk and REtrieve for Monocular 3D Object Detection"
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Hyeonjeong Park, Peixi Xiong, Xiaoqian Ruan, Dian Jia, Pei Yu, Wei Tang
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CVPR 2026 (Highlight)
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"Modeling and Learning Multiple Hypotheses for Monocular 3D Object Detection"
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HyeonJeong Park, Peixi Xiong, Pei Yu, Wei Tang
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WACV 2026
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"Panoptic3D: Leveraging 3D Pseudo Supervision for Panoptic Occupancy Prediction"
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Dian Jia, Pei Yu, Xiaoqian Ruan, Hyeonjeong Park, Wei Tang
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Preprint
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"VLS: A Vision-Language-Shape Model for Open-Vocabulary Partonomic 3D Reconstruction"
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Xiaoqian Ruan, Pei Yu, Dian Jia, Hyeonjeong Park, Peixi Xiong, Wei Tang
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Preprint
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2025
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"Learning Partonomic 3D Reconstruction from Image Collections"
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Xiaoqian Ruan, Pei Yu, Dian Jia, HyeonJeong Park, Peixi Xiong, Wei Tang
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CVPR 2025
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2022
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"A Contrastive Learning Framework for Weakly Supervised Video Anomaly Detection"
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Hyeon Jeong Park, and Je Hyeong Hong
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The Korean Institute of Broadcast and Media Engineers Fall Conference, 2022
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"Analyzing the Importance of Balanced Action Classes in Weakly Supervised Video Anomaly Detection"
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Tae Kyeong Park, Hyeon Jeong Park, and Je Hyeong Hong
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The Korean Institute of Broadcast and Media Engineers Fall Conference, 2022
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2021
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"K-FACE: A Large-Scale KIST Face Database in Consideration with Unconstrained Environments"
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Yeji Choi (*), Hyunjung Park (*), Gi Pyo Nam, Haksub Kim, Heeseung Choi, Junghyun Cho, and Ig-Jae Kim (* equal contribution)
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Preprint
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2019
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"The Unconstrained Ear Recognition Challenge 2019"
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Ziga Emersic, S V Aruna Kumar, B S Harish, Weronika Gutfeter, Jalil Nourmohammadi Khiarak, Andrzej Pacut, Earnest Hansley, Mauricio Pamplona Segunda, Sudeep Sarker, Hyeonjung Park, Gi Pyo Nam, Ig-Jae Kim, Sagar G. Sangodkar, Umit Kacar, Murvet Kirci, Li Yuan, Jishou Yuan, Haonan Zhao, Fei Lu, Junying Mao, Xiaoshuang Zhang, Dogucan Yaman, Fevziye Irem Ejiokur, Kadir Bulut Ozler, Hazim K Ekenel, Debbrota Paul Chowdgury, Sambit Bakshi, Banshidhar Majhi, Peter Peer, and Vitomir Struc,
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International Conference on Biometrics (ICB) 2019 (Ranked in 3rd place)
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"Deep Learning based Pose-invariant Ear Recognition"
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Hyunjung Park, Gi Pyo Nam, and Ig-Jae Kim
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Journal of the Institute of Electronics and Information Engineers, 2019
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Patents
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(Korea) "DETECTION SYSTEM AND METHOD FOR DETECTING ABNORMAL DATA", Je Hyeong Hong and Hyeonjeong Park, Application No. 10-2023-0093709 (applicant: Hanyang University)
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(U.S.) "SYSTEM AND METHOD FOR COMPANION ANIMAL IDENTIFICATION BASED ON ARTIFICIAL INTELLIGENCE", Ikkyu Choi, Minsoo Kim, Hyeonjung Park, Yujin Hong, and Ig-Jae Kim, Application No. 17/388013 (applicant: KIST)
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(Korea) "ARTIFICIAL INTELLIGENCE-BASED VIRTUAL DATA GENERATION METHOD AND SYSTEM FOR ACQUIRING DEFECT DATA", Seungjoo Han, Sanghyuk. Moon, Je Hyeong Hong, and Hyeonjeong Park, Application No. 10-2023-0013826 (applicant: Hanyang University and Samsung Advanced Institute of Technology, Samsung Electronics Co., Ltd)
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(Korea) "METHOD FOR CONTROLLING ENTRANCE OF CONTACTLESS AND SYSTEM PERFORMING THE SAME", Hyunjung Park, Gi Pyo Nam, and Ig-Jae Kim, Registration No. 10-2021-0042108 (applicant: KIST)
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(Korea) "SYSTEM AND METHOD FOR RECOGNIZING PETS BASED ON ARTIFICIAL INTELLIGENCE", Ikkyu Choi, Minsoo Kim, Hyunjung Park, Yujin Hong, and Ig-Jae Kim, Registration No.10-2020-0096258 (applicant: KIST)
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(Korea) "IDENTIFICATION SYSTEM AND METHOD BASED ON EAR RECOGNITION", Hyunjung Park, Gi Pyo Nam, and Ig-Jae Kim, Registration No.10-2020-0119586 (applicant: KIST)
Presentations
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"Student Representative for Q&A Session Moderator", The 1st UST Science Fun Forum, UST, Daejeon, Korea, 2021
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“Deep Learning based Pose-Invariant Ear Recognition”, The Best Presentation Contest in the year-end workshop, the Center of Imaging Media Research (Current: Center for Artificial Intelligence), KIST, Seoul, South Korea, 2018
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“Soft-robot for Monitoring Elderly Living Alone”, USTian Conference, UST, Daejeon, South Korea, 2017
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“Firefighting Drone ”, Korea-China University Student Creative Idea Contest, Ministry of Science, ICT and Future Planning, Seoul, South Korea, 2015
Awards
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Third Place, Unconstrained Ear Recognition Challenge 2019, International Conference on Biometrics (ICB), Crete, Greece, 2019
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Second Place, The Best Presentation Award of the year-end workshop, the Center of Imaging Media Research (Current: Center for Artificial Intelligence), KIST, Seoul, South Korea, 2018
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Excellence Award, USTian Conference, UST, Daejeon, South Korea, 2017
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Excellence Award, Korea-China University Student Creative Idea Contest, Ministry of Science, ICT and Future Planning, Seoul, South Korea, 2015
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Teamwork Award, SCSC (Samsung Convergence Software Course) & PKNU Software Contest, Busan, South Korea, 2015