Publications & Research Outputs

Published and accepted work is listed alongside selected under-review manuscripts with public preprints. For citation counts and the latest indexing updates, visit Google Scholar.

Research highlights

Selected Publications

A curated selection of lead-author work and notable collaborations spanning physical skill learning, multimodal human modeling, and embodied interaction.

Visual summary for IMPACT: Exploring Integrated Muscle-Posture AR Coaching in Static-Stance Badminton Training
2026 Under review Lead author

IMPACT: Exploring Integrated Muscle-Posture AR Coaching in Static-Stance Badminton Training

Minwoo Seong, Minwoo Oh, Seongjun Kang, Yumin Kang, Gwangbin Kim, Hyunjin Choi, Joseph DelPreto, Daniela Rus, SeungJun Kim

SSRN Preprint

An AR coaching system that integrates expert-aligned motion replay with synchronized EMG feedback for static-stance badminton practice.

Visual summary for Tell Me When It Feels Right: LLM-Mediated Challenge Regulation for Physical Self-Training in Badminton
2026 Under review Lead author

Tell Me When It Feels Right: LLM-Mediated Challenge Regulation for Physical Self-Training in Badminton

Minwoo Seong, Hyunjin Choi, Kangbeen Ko, Seongjun Kang, Semoo Shin, Joseph DelPreto, Daniela Rus, SeungJun Kim

SSRN Preprint

An LLM-mediated coaching system that interprets physiological, subjective, and textual signals to regulate challenge in badminton self-training.

Visual summary for MultiSenseBadminton: Wearable Sensor-Based Biomechanical Dataset for Evaluation of Badminton Performance
2024 Published Lead author

MultiSenseBadminton: Wearable Sensor-Based Biomechanical Dataset for Evaluation of Badminton Performance

Minwoo Seong, Gwangbin Kim, Dohyeon Yeo, Yumin Kang, Heesan Yang, Joseph DelPreto, Wojciech Matusik, Daniela Rus, SeungJun Kim

Scientific Data 11, 343

A multimodal wearable biomechanical dataset for capturing and evaluating badminton performance.

Visual summary for Counterfactual Explanation-Based Badminton Motion Guidance Generation Using Wearable Sensors
2024 Published Lead author

Counterfactual Explanation-Based Badminton Motion Guidance Generation Using Wearable Sensors

Minwoo Seong, Gwangbin Kim, Yumin Kang, Junhyuk Jang, Joseph DelPreto, SeungJun Kim

IEEE ICRA Workshop on Wearable Robotics

Wearable-sensor-based counterfactual explanations translate performance differences into actionable badminton motion guidance.

Visual summary for MuLMINet: Multi-Layer Multi-Input Transformer Network with Weighted Loss
2023 Published Lead author Equal contribution

MuLMINet: Multi-Layer Multi-Input Transformer Network with Weighted Loss

Minwoo Seong*, Jeongseok Oh*, SeungJun Kim

IJCAI CoachAI Badminton Challenge

Award: Runner-Up (Rank 2)

A multi-layer, multi-input transformer for data-driven badminton challenge modeling.

Visual summary for Engagnition: A Multi-Dimensional Dataset for Engagement Recognition of Children with Autism Spectrum Disorder
2024 Published Lead author Equal contribution

Engagnition: A Multi-Dimensional Dataset for Engagement Recognition of Children with Autism Spectrum Disorder

Won Kim*, Minwoo Seong*, Kyung-Joong Kim, SeungJun Kim

Scientific Data 11, 299

A multidimensional dataset for recognizing the engagement of children with autism spectrum disorder.

Visual summary for ErgoPulse: Electrifying Your Lower Body With Biomechanical Simulation-Based Electrical Muscle Stimulation Haptic System in Virtual Reality
2024 Published

ErgoPulse: Electrifying Your Lower Body With Biomechanical Simulation-Based Electrical Muscle Stimulation Haptic System in Virtual Reality

Seokhyun Hwang, Jeongseok Oh, Seongjun Kang, Minwoo Seong, Ahmed Elsharkawy, SeungJun Kim

Proceedings of the CHI Conference on Human Factors in Computing Systems

Award: Honorable Mention Award

A biomechanical-simulation-driven electrical muscle stimulation haptic system for virtual reality.

Visual summary for Adaptive Walker: User Intention and Environmentally Aware Intelligent Walker with High-Resolution Tactile and IMU Sensor
2025 Published

Adaptive Walker: User Intention and Environmentally Aware Intelligent Walker with High-Resolution Tactile and IMU Sensor

Yunho Choi, Seokhyun Hwang, JaeYoung Moon, Hosu Lee, Dohyeon Yeo, Minwoo Seong, Yiyue Luo, SeungJun Kim, Wojciech Matusik, Daniela Rus, Kyung-Joong Kim

IEEE International Conference on Robotics and Automation (ICRA)

Multimodal intention and environment sensing for an intelligent mobility-assistance platform.

Visual summary for LEGOLAS: Learning & Enhancing Golf Skills through LLM-Augmented System
2025 Published

LEGOLAS: Learning & Enhancing Golf Skills through LLM-Augmented System

Kangbeen Ko, Minwoo Oh, Minwoo Seong, SeungJun Kim

CHI Late-Breaking Work

An LLM-augmented system for understanding and supporting golf skill learning.