Hi! I'm SeungWon Seo

Ph.D Student at IIIXR Lab, Korea University

Research Focus

Embodied Agents LLM Planning

Research Interests

VR Experiences Character Animation Generative Models

Feel free to explore my work and research!

📄 Publications

From Assumptions to Actions: Turning LLM Reasoning into Uncertainty-Aware Planning for Embodied Agents

SeungWon Seo^*, SooBin Lim^*, SeongRae Noh^*, Haneul Kim, and HyeongYeop Kang^o

ICLR 2026 | Rio de Janeiro, Brazil

Paper

REVECA: Adaptive Planning and Trajectory-based Validation in Cooperative Language Agents Using Information Relevance and Relative Proximity

SeungWon Seo^*, SeongRae Noh^*, Junhyeok Lee, SooBin Lim, Won Hee Lee, and HyeongYeop Kang^o

AAAI 2025 | Philadelphia, USA | Oral Presentation, Acceptance rate 5%

Paper Video Project

DAMO: A Deep Solver for Arbitrary Marker Configuration in Optical Motion Capture

KyeongMin Kim, SeungWon Seo, DongHeun Han, and HyeongYeop Kang^o

ACM TOG 2024 | Invited to SIGGRAPH 2025, IF = 7.8, JCR 5%

Paper Video

DARAM: Dynamic Avatar-Human Motion Remapping Technique for Realistic Virtual Stair Ascending Motions

SooBin Lim, SeungWon Seo, and HyeongYeop Kang^o

ACM SIGGRAPH 2023 | Los Angeles, USA

Paper Video

🎓 Education

Integrated MS-Ph.D. in Computer Science and Engineering

Korea University

Seoul, Korea | 2025.03 - Present

Transferred from Kyung Hee University to Korea University in March 2025

Integrated MS-Ph.D. in Artificial Intelligence

Kyung Hee University

Yongin, Korea | 2024.03 - 2025.02

B.E. in Software Convergence

Kyung Hee University

Yongin, Korea | 2020.03 - 2024.02

💼 Experience

Student Volunteer

AAAI 2025

Philadelphia, USA | 2025.02 - 2025.03

Assisted in organizing conference sessions and guiding participants

Research Intern

NCSoft (Graphics AI Lab Motion Data Team)

Seongnam, Korea | 2023.07 - 2023.08

Conducted research on text-based gesture animation generation

Undergraduate Researcher

IIIXR Lab

Yongin, Korea | 2021.12 - 2024.02

Conducted research on user interactions in VR environments

Department Student Council President

Software Convergence

Yongin, Korea | 2021.03 - 2021.12

Led departmental student council activities and organized various academic and social events

🏆 Awards & Scholarships

Awards

Master's Thesis Award – Honorable Mention

2025 | KCGS

Excellent presentation summarizing master's research contributions

NC Fellowship – Top Prize

2022 | NCSoft

Neural Graphics Track - Motion generation research (Project)

VR Game Competition – Top Prize

2022 | COSS

Immersive Media - VR puzzle game with auditory cues (Video)

Programming Contest – Finalist

2020 | UCPC

28th place among nationwide teams (Result)

Scholarships

AAAI Student Scholarship

2025 | AAAI

Paper: REVECA - Cooperative Language Agents

Teaching Assistance Scholarship

2024 | Kyung Hee Univ.

Game Engine Basics, Full-Stack Service Networking

Master's Research Scholarship

2024 | NRF Korea

LLM-Based Cooperative VR Agents (RS-2024-00461084)

Pearl Abyss Fellowship

2021 | Pearl Abyss

Research on motion style transfer (Video)

Teaching Assistance Scholarship

2021-23 | Kyung Hee Univ.

Web/Python Programming, Design Thinking

SW Excellence Scholarship

2021-23 | SWUNIV

Software Festival Award, Software Membership

Fully Funded Scholarship

2020-22 | Kyung Hee Univ.

Practical Excellence Admission Track

📚 Teaching & Service

Teaching Assistant

Game Engine Basics

2024.09-12 | SWCON21200

Lab session instructor for Unreal Engine 5 practical exercises

Full-Stack Service Networking

2024.03-06 | SWCON49200

Lab session instructor for full-stack development exercises

Academic Service

ACM CHI 2025

2025 | Reviewer

Conference on Human Factors in Computing Systems

ACM TOG 2025

2025 | Reviewer

Transactions on Graphics

SIGGRAPH Asia XR 2025

2025 | Reviewer

ACM SIGGRAPH Asia XR Track