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Kyungho Lee

Korea University · Computer Science

About the Lab

Professor Kyungho Lee's research lab specializes in human-centered and group-centered artificial intelligence, focusing on enhancing collaborative decision-making, group performance, and expressive communication through interactive AI systems. The lab develops innovative AI-mediated platforms that promote psychological safety, inclusivity, and real-time feedback in group settings—such as in group dance, cheerleading, and team-based decision-making—by integrating computer vision, natural language processing, and real-time visualization. The lab also explores hardware acceleration for computationally intensive AI workloads, such as ray tracing, demonstrating a dual focus on both high-level human-AI interaction and low-level system efficiency. Their work bridges individual cognition, group dynamics, and societal impact through a three-tiered framework of human-, group-, and society-centered AI.

group-centered AIinteractive AI systemsreal-time visualizationcollaborative decision-makinghuman-AI interaction

Research Overview

Papers
30
Total Citations
87
Papers (5y)
16
Primary Field
Computer Science

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
16total
2022
2023
2024
2025
2026
Citations per year (5y)
51total
20222023202420252026

Selected Papers

15
1
Preprint|14 citations·2025
Amplifying Minority Voices: AI-Mediated Devil's Advocate System for Inclusive Group Decision-Making
Soohwan Lee, Mingyu Kim, Seoyeong Hwang, Da-jung Kim, Kyungho Lee
OA

Group decision-making often benefits from diverse perspectives, yet power imbalances and social influence can stifle minority opinions and compromise outcomes. This prequel introduces an AI-mediated communication system that leverages the Large Language Model to serve as a devil's advocate, representing underrepresented viewpoints without exposing minority members' identities. Rooted in persuasive communication strategies and anonymity, the system aims to improve psychological safety and foster

Sociology and Political ScienceSocial Sciences
2
Article|14 citations·2010
Active insp ection supporting system based on mixed reality after design and manufacture in an offshore structure
Jung Min Lee, Kyungho Lee, Dea-Seok Kim, Chung-Hyun Kim
SJR Q2Journal of Mechanical Science and Technology
Computer Vision and Pattern RecognitionComputer Science
3
Article|11 citations·2025
Conversational Agents as Catalysts for Critical Thinking: Challenging Social Influence in Group Decision-making
Soohwan Lee, Seoyeong Hwang, Da-jung Kim, Kyungho Lee
Management Science and Operations ResearchDecision Sciences
4
Article|9 citations·2008
An FPGA implementation of whitted-style ray tracing accelerator
Woo-Chan Park, Jae‐Ho Nah, Jeong‐Soo Park, Kyungho Lee, Dongseok Kim, Sang-Duk Kim, Jin‐Hong Park, Cheong-Ghil Kim, Yoon-Sig Kang, Sung-Bong Yang, Tack‐Don Han

This paper presents an FPGA implementation of a full whitted-style ray tracing accelerator. It achieves about 1.3 M rays per second over realistic 3 D scenes. The future implementation with ASIC is expected to achieve real-time performance.

Computer Graphics and Computer-Aided DesignComputer Science
5
Article|8 citations·2024
Expanding the Design Space of Vision-based Interactive Systems for Group Dance Practice
Soohwan Lee, Seoyeong Hwang, Ian Oakley, Kyungho Lee
Designing Interactive Systems ConferenceOA

Group dance, a sub-genre characterized by intricate motions made by a cohort of performers in tight synchronization, has a longstanding and culturally significant history and, in modern forms such as cheerleading, a broad base of current adherents. However, despite its popularity, learning group dance routines remains challenging. Based on the prior success of interactive systems to support individual dance learning, this paper argues that group dance settings are fertile ground for augmentation

Human-Computer InteractionComputer Science
6
Article|6 citations·2023
CheerUp: A Real-time Ambient Visualization of Cheerleading Pose Similarity
Soohwan Lee, Kyungho Lee

Cheerleading is a highly structured, synchronized activity to cheer the team up as a form of encouragement. However, it is challenging for the cheerleaders and the spectators to understand such meanings in their intensive movement. To our best knowledge, there is no real-time interactive system designed to aim to integrate multi-pose estimation, pose-similarity computations, and ambient visualization. To address the gap, we propose a real-time interactive visualization system, CheerUp, that can

Computer Vision and Pattern RecognitionComputer Science
7
Article|6 citations·2025
Beyond Individual UX: Defining Group Experience(GX) as a New Paradigm for Group-centered AI
Soohwan Lee, Seoyeong Hwang, Kyungho Lee
OA

Figure 1: Group-centered AI: A three-tiered framework illustrating the relationship between human-centered AI (micro-level: individual, personal, UX), group-centered AI (mezzo-level: groups, organizations, group dynamics), and society-centered AI (macro-level: society, policies, laws).Dotted lines show connections between entities across levels, demonstrating how group dynamics bridge individual cognition and broader societal structures.

Safety ResearchSocial Sciences
8
Article|5 citations·2015
Express it!
Kyungho Lee, Donna Cox, Guy E. Garnett, Michael J. Junokas

A conductor provides a single unified vision of how to interpret and perform music. However, perceiving a conductor's musical intention and expression is quite challenging as they convey information to performers with subtle, nuanced, and highly individualized gestures. This artwork visualizes the conductor's gestures in order to give the audience a better understanding of its expressivity. To represent the expressivity of the gestures, we created motion profiles over eight frames, at 30 frames

Computer Vision and Pattern RecognitionComputer Science
9
Article|3 citations·2014
A Study on Efficiency of ISMS for ICS with Compliance
JunSeok Seo, Misun Song, Kyungho Lee
International Journal of Multimedia and Ubiquitous EngineeringOA

A policy is a set of ideas or plans that is used as a basis for making decisions, especially in politics, economics, or business, and it serves as a reference for the organization's activities or specific individual. In this sense, it is important to strengthen the capability of security performance. When it comes to Industrial Control Systems (ICS) which considerably affect the national security, policy compliance with consideration of ICS's characteristic is crucial. This paper is based on dat

TransportationSocial Sciences
10
Preprint|3 citations·2025
Towards a Working Definition of Designing Generative User Interfaces
Kyungho Lee
OA

Generative UI is transforming interface design by facilitating AIdriven collaborative workflows between designers and computational systems.This study establishes a working definition of Generative UI through a multi-method qualitative approach, integrating insights from a systematic literature review of 127 publications, expert interviews with 18 participants, and analyses of 12 case studies.Our findings identify five core themes that position Generative UI as an iterative and co-creative proce

Human-Computer InteractionComputer Science
11
Article|2 citations·2015
Exploratory analysis on expressions in two different 4/4 beat patterns
Kyungho Lee, Michael J. Junokas, Mohammad Amanzadeh, Guy E. Garnett
The Journal of the Abraham Lincoln Association

Advanced low-cost highly accurate sensing technology has transformed gestural interfaces making the recognition of qualitative and expressive content in musical gestures more vital than ever before. Seeking insight into designing rich interactions that support creative, flexible, high bandwidth control and communication, we chose ensemble conducting as a potentially deeply informative paradigm. We performed an exploratory analysis of qualitative aspects of conducting gestures that reveals an imp

Signal ProcessingComputer Science
12
Article|1 citations·2014
How collective intelligence emerges
Kyungho Lee

The Wikipedia, one of the richest human knowledge repositories on the Internet, has been developed by collective intelligence. To gain insight into Wikipedia, one asks how initial ideas emerge and develop to become a concrete article through the online collaborative process? Led by this question, the author performed a microscopic observation of the knowledge creation process on the recent article, "Fukushima Daiichi nuclear disaster." The author collected not only the revision history of the ar

CommunicationSocial Sciences
13
Article|1 citations·2026
Creativity from Surprise: Bridging the Gap Between Fashion Designers' Inspiration Work and AI Creative Support Tools
Yu Jin, Y.-S. Kwon, Juhyeok Yoon, Bowen Zhan, Kyungho Lee
OA

Advances in Generative AI (GenAI) enable unexpected creation in visual images. In fashion design, this capability has intensified demand for creativity support tools where fast-paced trends challenge fixation and drive exploration of novel creative directions. While prior work has explored interfaces that align designer intent with GenAI outputs, we still lack an empirical understanding of how fashion designers define, seek, and utilize AI-generated surprise as a valuable resource and actionable

Computer Vision and Pattern RecognitionComputer Science
14
Article|1 citations·2022
Designing an Intelligent Learning System For Practicing the Oboe Embouchure
Kyungho Lee
OA

The oboe is considered one of the most difficult woodwind instruments to learn due to the labor involved in mastering the embouchure required to produce a steady, long tone through the instrument’s reeds. Previous research in music education has suggested that using visualization or imagery as a training method, so-called audiation, helps novice learners gain a better understanding of the relationship between sound and embouchure. Inspired by this concept, we designed an interactive learning sys

Computer Vision and Pattern RecognitionComputer Science
15
Article|1 citations·2015
An analysis of basic expressive qualities in instrumental conducting
Kyungho Lee, Michael J. Junokas, Mohammad Amanzadeh, Guy E. Garnett

Advances in sensing technology make the task of quantifying expressive human body movement more feasible than ever before. Success will enable breakthroughs in Human-computer interaction (HCI) and control paradigms. In most areas, however, expressivity remains vague and difficult to define. We examine the movements of instrumental conductors at an elementary level to define particular qualities of a beat. In our test case, we focus on the difference between sostenuto and staccato articulation st

Human-Computer InteractionComputer Science

Research Areas

Computer Vision and Pattern RecognitionHuman-Computer InteractionSignal ProcessingComputer Graphics and Computer-Aided DesignSafety ResearchTransportation

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