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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

  • "RARE: Learn to RAnk and REtrieve for Monocular 3D Object Detection"

    • Hyeonjeong Park, Peixi Xiong, Xiaoqian Ruan, Dian Jia, Pei Yu, Wei Tang

    • CVPR 2026 (Highlight)

  • "Modeling and Learning Multiple Hypotheses for Monocular 3D Object Detection"

    • HyeonJeong Park, Peixi Xiong, Pei Yu, Wei Tang

    • WACV 2026

  • "Panoptic3D: Leveraging 3D Pseudo Supervision for Panoptic Occupancy Prediction

    • Dian Jia, Pei Yu, Xiaoqian Ruan, Hyeonjeong Park, Wei Tang

    • Preprint

  • "VLS: A Vision-Language-Shape Model for Open-Vocabulary Partonomic 3D Reconstruction

    • Xiaoqian Ruan, Pei Yu, Dian Jia, Hyeonjeong Park, Peixi Xiong, Wei Tang

    • Preprint

2025​

2022

  • "A Contrastive Learning Framework for Weakly Supervised Video Anomaly Detection"

    • Hyeon Jeong Park, and Je Hyeong Hong

    • The Korean Institute of Broadcast and Media Engineers Fall Conference, 2022

  • "Analyzing the Importance of Balanced Action Classes in Weakly Supervised Video Anomaly Detection"

    • Tae Kyeong Park, Hyeon Jeong Park, and Je Hyeong Hong 

    • The Korean Institute of Broadcast and Media Engineers Fall Conference, 2022

2021

2019

  • "The Unconstrained Ear Recognition Challenge 2019"

    • 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,

    • International Conference on Biometrics (ICB) 2019  (Ranked in 3rd place)

  • "Deep Learning based Pose-invariant Ear Recognition"

    • Hyunjung Park, Gi Pyo Nam, and Ig-Jae Kim

    • Journal of the Institute of Electronics and Information Engineers, 2019

Patents

  • (Korea) "DETECTION SYSTEM AND METHOD FOR DETECTING ABNORMAL DATA", Je Hyeong Hong and  Hyeonjeong Park, Application No. 10-2023-0093709  (applicant: Hanyang University)

  • (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)

  •  (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)

  • (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) 

  • (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)

  • (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

  • "Student Representative for Q&A Session Moderator", The 1st UST Science Fun Forum, UST, Daejeon, Korea, 2021

  • 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

  • Soft-robot for Monitoring Elderly Living Alone”, USTian Conference, UST, Daejeon, South Korea, 2017

  • Firefighting Drone ”, Korea-China University Student Creative Idea Contest, Ministry of Science, ICT and Future Planning, Seoul, South Korea, 2015

Awards

  • Third Place, Unconstrained Ear Recognition Challenge 2019, International Conference on Biometrics (ICB), Crete, Greece, 2019

  • 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

  • Excellence Award, USTian Conference, UST, Daejeon, South Korea, 2017

  • Excellence Award, Korea-China University Student Creative Idea Contest, Ministry of Science, ICT and Future Planning, Seoul, South Korea, 2015

  • Teamwork Award, SCSC (Samsung Convergence Software Course) & PKNU Software Contest, Busan, South Korea, 2015 

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