Minwoo Seong
Christian

1class ContactInformationCard:
2 def __init__(self):
3 self.dept = ""
4 self.lab = ""
5 self.email = ""
6 self.phone = ""
7
8 def flipCard(self):
9 print("tap on the card to flip.")
10
11 def closeCard(self):
12 print("tap outside to close it.")

Minwoo Seong

Minwoo Seong

I am a Ph.D. candidate at the Human-Centered Intelligent Systems (HCIS) Lab affiliated with the Gwangju Institute of Science and Technology (GIST) at Gwangju, South Korea, advised by Dr. SeungJun Kim.

I design interactive AI systems that respond to the human body and behavior in real time. My work combines multimodal sensing—including muscle activity, movement, gaze, and physiological states—with adaptive feedback to support learning, engagement, and decision-making. I apply this approach across domains such as sports training, accessibility for children with Autism Spectrum Disorder, and human-vehicle interaction in autonomous driving. In these contexts, where expert instruction or hands-on experience may be limited, I aim to build systems that lower barriers to learning and promote embodied, inclusive, and personalized interaction. While it is just a dream for now, I hope to one day launch the Smart Multimodal Wearable (SMW) Lab to continue studying how sensing and feedback technologies can serve diverse learners through embodied, adaptive interaction.

SportsHCI: AI-guided motion and muscle feedback, Racket sports coaching systems, Sensor-based motor learning
A11y: Engagement modeling for Autism Spectrum Disorder, Deep learning for behavioral intervention
Autonomous Vehicle: Driver behavior sensing and modeling, Risk-aware autonomous driving simulation, XR-based in-vehicle interaction design
You can download my CV here:

📜 updates


📚 publications

LEGOLAS Learning & Enhancing Golf Skills through LLM-Augmented System
CHI LBW 2025 (Accepted)
Kangbeen Ko, Minwoo Oh, Minwoo Seong, SeungJun Kim
[PDF]
Adaptive Walker User Intention and Environmentally Aware Intelligent Walker with High-resolution Tactile and IMU Sensor
ICRA 2025 (Accepted)
Yunho Choi, Seokhyun Hwang, JaeYoung Moon, Hosu Lee, Dohyeon Yeo, Minwoo Seong, Yiyue Luo, SeungJun Kim, Wojciech Matusik, Daniela Rus, Kyung-Joong Kim
[PDF]
Effect of user perspective designs on XR-based motion guidance systems for real-world motor skills
HCI Korea 2025 (Accepted)
Minwoo Oh, Minwoo Seong, SeungJun Kim
[PDF]
Adaptive In-Vehicle Virtual Reality for Reducing Motion Sickness Manipulating Passenger Posture During Driving Events
UbiComp Companion 2024
Ahmed Elsharkawy, Aya Ataya, Dohyeon Yeo, Minwoo Seong, Seokhyun Hwang, Joseph DelPreto, Wojciech Matusik, Daniela Rus, SeungJun Kim
[PDF]
Intelligent Seat Tactile Signal-Based 3D Sitting Pose Inference
UbiComp Companion 2024
Minwoo Seong, Gwangbin Kim, Jaehee Lee, Joseph DelPreto, Wojciech Matusik, Daniela Rus, SeungJun Kim
[PDF]
Exploring Potential Application Areas of Artificial Intelligence-Infused System for Engagement Recognition Insights from Special Education Experts
UbiComp Companion 2024
Won Kim, Minwoo Seong, Joseph DelPreto, Wojciech Matusik, Daniela Rus, SeungJun Kim
[PDF]
Interpretable, Inclusive, and Immersive Interaction for Ubiquitous AI-infused Physical Systems
UbiComp Companion 2024
Gwangbin Kim, Minwoo Seong, Dohyeon Yeo, Yumin Kang, SeungJun Kim
[PDF]
TimelyTale A Multimodal Dataset Assessing Passengers Demands for Explanations in Highly Automated Vehicles
Proceedings of the ACM on IMWUT 2024
Gwangbin Kim, Seokhyun Hwang, Minwoo Seong, Dohyeon Yeo, Daniela Rus, SeungJun Kim
[PDF]
Badminton Swing Posture Analysis and Visualization using Deep Learning-based Encoder-Decoder Architecture
KCC 2024 (Best Paper Award 🏆 in Undergraduate Students)
Junhyuk Jang, Minwoo Seong, SeungJun Kim
[PDF]
Counterfactual Explanation-Based Badminton Motion Guidance Generation Using Wearable Sensors
ICRA Workshop on Wearable 2024
Minwoo Seong, Gwangbin Kim, Yumin Kang, Junhyuk Jang, Joseph DelPreto, SeungJun Kim
[PDF] | [DEMO]
Intelligence Walker A Seamless Mobility Assist Device for the Elderly Performance
ICRA Workshop on Wearable 2024
Yunho Choi, Dohyeon Yeo, Seokhyun Hwang, Minwoo Seong, Jaeyoung Moon, Wojciech Matusik, Daniela Rus, Kyung-Joong Kim
[PDF]
ErgoPulse Electrifying Your Lower Body With Biomechanical Simulation-based Electrical Muscle Stimulation Haptic System in Virtual Reality
CHI 2024 (Honorable Mention Award 🏆)
Seokhyun Hwang, Jeongseok Oh, Seongjun Kang, Minwoo Seong, Ahmed Elsharkawy, SeungJun Kim
[PDF]
Engagnition A Multi-Dimensional Dataset for Engagement Recognition of Children with Autism Spectrum Disorder
Scientific Data, 11, 299 (2024)
Won Kim*, Minwoo Seong*, Kyung-Joong Kim, SeungJun Kim
[PDF] | [CODE]
MultiSenseBadminton Wearable Sensor–Based Biomechanical Dataset for Evaluation of Badminton Performance
Scientific Data, 11(1), 343, 2024
Minwoo Seong, Gwangbin Kim, Dohyeon Yeo, Yumin Kang, Heesan Yang, Joseph DelPreto, Wojciech Matusik, Daniela Rus, SeungJun Kim
[PDF] | [CODE]
MuLMINet Multi-Layer Multi-Input Transformer Network with Weighted Loss
IJCAI 2023 CoachAI Badminton Challenge (Runner-Up Award 🏆)
Minwoo Seong*, Jeongseok Oh*, SeungJun Kim
[PDF] | [CODE]
Assessing the Impact of AR HUDs and Risk Level on User Experience in Self-Driving Cars Results from a Realistic Driving Simulation
Applied Sciences, 13(8), 4952, 2023
SeungJu Kim*, Jeongseok Oh*, Minwoo Seong*, Eunki Jeon, Yeonguk Moon, SeungJun Kim
[PDF]
Virtual Reality Interface Design to Improve Grasping Experience in Block Stacking Activities in Virtual Environments
KCC 2022 (Best Paper Award 🏆)
Minwoo Seong, SeungJun Kim
[PDF]
Deep Learning-Based Engagement Classification by Behavioral and Physiological Data of Children with Developmental Disability
HCI Korea 2022
Subin Ok, Minwoo Seong, Won Kim, Hwaseung Jeon, Jiwon Lee, Kyung-Joong Kim, SeungJun Kim
[PDF]
Surveys of User’s Perception Towards Foot Gesture and Exploration of Applicability
HCI Korea 2022
Hwaseung Jeon, Jeongseok Oh, Eunjin Seong Minwoo Seong, SeungJun Kim
[PDF]
Sensor-based Interactive Contents for People with Developmental Disabilities and Exploration of Applicability.
HCI Korea 2021
Eunjin Seong, Won Kim, Jiwon Lee, Minwoo Seong, SeungJun Kim
[PDF]


🧩 Fun Projects

Immersive Contents Design using VR Piano
Description: VR Piano Contents Project (May. 2024 ~ Jun. 2024)
In-car XR Halloween Contents
Description: Research Intern Project (Jul. 2021 ~ Aug. 2021)
Robot Control for Piano Ensemble
Description: Lecture Term Project (May. 2021 ~ Jun. 2021)
Production of VR GIST campus map
Description: GIST Infinite Challenge Project (Mar. 2021 ~ Dec. 2021)