Seunghwan Um

Hi there! I'm a PhD student at Robotics Innovatory, Sungkyunkwan University, South Korea, under the supervision of Prof. Hyouk Ryeol Choi

Recently, my research interest has focused on developing robotic systems capable of interacting with unstructured environments during grasping or manipulation.
Specifically, I am exploring "physically intelligent gripper designs" and developing "learning-friendly grippers" that facilitate policy learning in imitation and reinforcement learning frameworks.

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profile photo

Research

PALM-Gripper: T.B.D
Seunghwan Um, Yeong Gwang Son, Juyong Hong, Chun Soo Kim, Issac Rhee, Heeyeon Jeong, Hyouk Ryeol Choi*
2nd Revision on IEEE Transactions on Mechatronics (T-mech), 3 out of 4 reviewers expressed acceptance
Paper

"Parallelly adaptable palm mechanism" for complementing the suction gripper's compliance

Plug-and-Play Shape Matching Module for Zero-Shot Mesh-Free Grasp Refinement on Unknown Objects
Juyong Hong, Yeong Gwang Son, Seunghwan Um, Hyouk Ryeol Choi*
IEEE Robotics and Automation Letters (RA-L), Will be presented in ICRA 2026
Paper

Training-free, plug-and-play module that enhances existing grasp planners for unknown objects.
It reorganizes the grasp candidates based on an object's centroid from a single RGB-D image.

Overcoming Heavy Clutter: Utilizing the Hybrid Grasping Network and Gripper
Seunghwan Um, Yeong Gwang Son, Tat Hieu Bui, Ho Sang Jung, Hyouk Ryeol Choi*
IROS 2024 Workshop: Benchmarking via Competitions in Robotic Grasping and Manipulation
★Best Extended Abstract
Workshop page / Youtube / Paper

A robotic bin-picking system evaluated in the 9th Robotic Grasping and Manipulation Competition (RGMC) at ICRA 2024.

Development of Adaptive Gripper Enhancing Power Grasp Range and Linearity
Issac Rhee, Chun Soo Kim, Heeyeon Jeong, Seung Jae Moon, Seunghwan Um, Yeong Gwang Son, Yong Bum Kim, Ho Sang Jung, Hyouk Ryeol Choi*
IEEE Access, 2024
Paper

Gripper design that applies a Grasshopper mechanism to improve fingertip movement. It also allows the fingertips to move towards the palm of the gripper after grasping an object, thereby expanding the range of object sizes that can be adaptively grasped.

ReC-Gripper: A Reconfigurable Combined Suction and Fingered Gripper for Various Logistics Picking and Stowing Tasks
Seunghwan Um, Heeyeon Jeong, Chun Soo Kim, Issac Rhee, Hyouk Ryeol Choi*
IEEE Robotics and Automation Letters (RA-L), Presented in ICRA 2024
Paper

Reconfigurable gripper to handle the objects in the bin and shelf environment simultaneously.
I validated the gripper's performance in experiment at shelf, and competition like bin environment.

Award

🥉 Bronze Prize of Samsung Humantech
Seunghwan Um, Yeong Gwang Son, Juyong Hong, Chun Soo Kim, Hyouk Ryeol Choi*
Samsung Electronics Co., Ltd., 2025
News / Humantech site

🥈 2nd Place in the Competition
Yeong Gwang Son, Seunghwan Um, Juyong Hong, Chun Soo Kim, Hyouk Ryeol Choi*
9th Robotic Grasping and Manipulation Competition (RGMC) at ICRA, 2024
News / Competition page

We participated 9th Robotic Grasping and Manipulation Competition (RGMC) at ICRA 2024
with ReC-Gripper and Extended CoAS-Net.
🏆 Best Prize in the Contest
3D Design for the Future, Ministry of Trade, Industry and Energy (MOTIE), 2023
🥉 Bronze Prize Bronze Prize in the Competition
The Korean Society of Mechanical Engineers (KSME), 2021
🏵️ Encouragement Prize in the Contest
Creative and Intelligent Robot Contest (CIRO), 2021
[1st Team], Seunghwan Um, Hyungjin Park, Jaehyeon Nam, Boseok Kim, Yohan Ahn, Minsu Kong, Changho Lee, hyunju Kwak, Joonmyung Choi*
[2nd Team] Boseok Hong, Youngsu Jeong, Euichan Kim

Team leader of Wall Climbing Car (WCC) [Undergraduate Project]

Personal Project

Admittance Control with RB10
Seunghwan Um, Jaeyoon Shim
Code (TBD) / Page

Teleoperating leader arm for Dual Arm
Seunghwan Um, Jeong Hwan Park, Che Min Ahn


Template Jon Barron's website.