Mingi Jeong

Affiliations. Reality and Robotics Lab, Department of Computer Science, Dartmouth College, USA

prof_pic.jpg
Curriculum Vitae

I am Mingi Jeong, and I would like to be an enthusiastic, devoted expert in Computer Science (Robotics), Artificial Intelligence and Ocean Engineering who will contribute to global society.

I am a Ph.D. candidate of the Department of Computer Science at Dartmouth College, USA. I am a member of Reality and Robotics Lab and am working with Prof. Alberto Quattrini Li. Before that, I served on ocean-going commercial vessels (LNG tanker, container vessel) for 5 years as a Chief Officer (final rank) in Hyundai Merchant Marine Co.,Ltd. under the connected service with the Korean Navy. I received a B.S in Nautical Science and a M.E in Maritime Safety Engineering from Korea Maritime and Ocean University, working with Prof. Eunbang Lee. During a cadet period, I was an exchange student and Indoctrination Officer (IDO) in SUNY Maritime College as the U.S. Coast Guard licensing regimental system, fully sponsored by Rotary International’s Ambassadorial scholar.

By utilizing my professional background and skill-set obtained from a fulfilling Chief Mate position on board, I hope to be a dedicated researcher in the autonomous navigation area by developing cutting-edge technologies, and being equipped with outstanding knowledge through interdisciplinary research.

Research Interest

How can we create persistent and robust robot decision-making systems capable of functioning in complex, unstructured environments where intelligent systems can have a profound societal impact in areas such as environmental monitoring, search and rescue, and cargo or passenger transportation?

I am passionate about investigating:

  • Aquatic Robot
  • Full stack autonomy
  • Autonomous navigation
  • Obstacle detection and tracking
  • Obstacle avoidance
  • Topological planning
  • Intention-aware collision avoidance, Learning-augmented planner
  • Multi-criteria decision-making, Pareto-optimality
  • Multi-robot system
  • Environmental monitoring
  • Optimized design and building

News

Nov, 2024 I gave an invited talk about Active Collision Avoidance by Intention-awarenessat Korean Mechanical Engineering and Robotics (MERRIC) Youtube
Oct, 2024 I gave an invited talk about Towards Full Pipeline Maritime Autonomy by Autonomous Surface Vehicle under Challenging and Uncertain Environments at The 3rd Marine and Fisheries Science and Technology Innovation Forum (AI and Futuristic Ships) with over 400 participants, organized by Ministry of Oceans and Fisheries and Korea Institute of Marine Science. Youtube
Sep, 2024 I was selected as an oral speaker among over 100 submissions at Northeast Robotics Colloquium (NERC) Link
Jun, 2024 Paper accepted to IROS 2024 :robot: Active Learning-augmented Intention-aware Obstacle Avoidance of Autonomous Surface Vehicles in High-traffic Waters
May, 2024 I gave an invited talk at Inha University about Robust Perception and Navigation of Autonomous Surface Vehicle in Challenging Environment
May, 2024 I gave an invited talk at KRISO (Korea Research Institute of Ships and Ocean Engineering) Robust Perception and Navigation of Autonomous Surface Vehicle in Challenging Environment
May, 2024 :robot: Selected as a RSS Pioneer, as one of 30 early pioneers across the world participants
Jul, 2023 Gave a talk at Korean Mechanical Engineering and Robotics (MERRIC) Youtube
May, 2023 Received NOAA NHSeaGrant Fellowship for ‘Toward a team of low-cost robotic boats for monitoring and surveying in coastal waters’
Aug, 2022 Received KUSCO-KSEA scholarship and won the best presentation award for UKC conference!

Selected Publications

  1. IROS
    Active Learning-augmented Intention-aware Obstacle Avoidance of Autonomous Surface Vehicles in High-traffic Waters
    Mingi Jeong, Ari Chadda, and Alberto Quattrini Li
    In 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Accepted and In press 2024
  2. IROS
    Motion Attribute-Based Clustering and Collision Avoidance of Multiple In-Water Obstacles by Autonomous Surface Vehicle
    Mingi Jeong, and Alberto Quattrini Li
    In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2022
  3. UKC
    Towards Full Pipeline Development of Decision-making for Autonomous Surface Vehicles in Challenging Aquatic Environments
    Mingi Jeong, Monika Roznere, Kizito Masaba, Ari Chadda, and Alberto Quattrini Li
    In UKC (US-Korea Conference), Virginia, USA 2022
    Best presentation paper award
  4. IROS
    Efficient LiDAR-based In-water Obstacle Detection and Segmentation by Autonomous Surface Vehicles in Aquatic Environments
    Mingi Jeong, and Alberto Quattrini Li
    In 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2021
  5. ISER
    Towards a Reliable Heterogeneous Robotic Water Quality Monitoring System: An Experimental Analysis
    *Monika Roznere, *Mingi Jeong, Lily Maechling, Nicole K Ward, Jennifer A Brentrup, Bethel Steele, Denise A Bruesewitz, Holly A Ewing, Kathleen C Weathers, Kathryn L Cottingham, and Alberto Quattrini Li
    * These authors contributed equally to this work.
    In Experimental Robotics 2021
  6. IROS
    Risk Vector-based Near miss Obstacle Avoidance for Autonomous Surface Vehicles
    Mingi Jeong, and Alberto Quattrini Li
    In 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020
  7. OCEANS
    Catabot: Autonomous Surface Vehicle with an Optimized Design for Environmental Monitoring
    Mingi Jeong, Monika Roznere, Samuel Lensgraf, Amy Sniffen, Devin Balkcom, and Alberto Quattrini Li
    In Global Oceans 2020: Singapore – U.S. Gulf Coast 2020
    Student poster competition: selected top 20 submissions supporing entire travel expenses including flight, lodging, registration
  8. OE
    Multi-criteria route planning with risk contour map for smart navigation
    Mingi Jeong, Eun-Bang Lee, Moonjin Lee, and Jung-Yeul Jung
    Ocean Engineering 2019
    Furture ocean technologists award
  9. PATENT
    A Technique to Plan a Route Based on Risk Contour Mapping
    Eun-Bang Lee, Mingi Jeong, and  Moonjin Lee
    10-2185782 Korea Patent 2020

Selcted Honors and Awards

2024 RSS Pioneer,  Robotics Science and Society
2024 Nomination to the Best Workshop Paper Award,  IEEE-RAS Technical Cluster on Robots for Unstructured Environments
2024 IEEE RAS Travel Award for IROS 2024,  Robotics Automation Society
2024 Young Researcher Travel Award for IROS 2024,  Ministry of Oceans and Fisheries and Korea Institute of Marine Science & Technology Promotion
2023 Best Poster Award,  Dartmouth College Guaurini Graduate School
2023 Pioneer Researcher Award,  Korean Institute of Navigation and Port Research
2022 Best Presentation Paper Award,  Korean Scientists and Engineers Association (KSEA)
2019 Future Ocean Technologist Award,  Fully sponsored visit to Antarctic Sejong science station, Minister (Ministry of Ocean and Fisheries in Korea)
2019 Best Award,  ​Naval Architecture and Marine Expert Project, fully sponsored visit (OECD, Bereau Veritas, NorShipping in France, Norway), by C.E.O of Daewoo Shipbuilding & Marine Engineering Co., Ltd.
2018 Best Presentation Paper Award,  Korean Society of Marine Environment & Safety
2017 Best Presentation Paper Award,  Korean Institute of Navigation and Port Research
2012 Award for Graduation with Distinction,  Korea Maritime and Ocean University
2011 Admiral’s List,  Maritime College – State University of New York

Scholarships

2023 20,000 USD, SeaGrant Fellowship (Grant No. PZL0376),   National Oceanic and Atmospheric Administration (NOAA) NH SeaGrant
2023 10,000 USD, MOGAM Science scholarship (Artificial Intelligence),   MOGAM Science Foundation
2022 2,000 USD, KSEA-KUSCO Scholarships,   Korean-Amercian Scientists and Engineers Association
2019 About 24,000 USD, Global Marine Scholar Sponsorship,   Korea Marine Pilot Association
2017-2018 Full tuition, Research Assistant Scholarship,   Korea Maritime and Ocean University
2010-2011 Full tuition, Hyundai Education Scholarship,   Hyundai Merchant Marine
2010-2011 1,000 USD, Alumni Scholarship,   Maritime College – State University of New York
2010-2011 24,000 USD, Rotary International Ambassadorial Scholarship,   Rotary Foundation
2007-2010 Full tuition, Best Honors Scholarships,   Korea Maritime and Ocean University