SeungWon Seo

Publications

^* Equal contribution  ·  ^o Corresponding author

1. 

   NeurIPS 2026Sydney, Australia

   Baba in Wonderland: Online Self-Supervised Dynamics Discovery for Executable World Models

   SeungWon Seo^*, DongHeun Han^*, SeongRae Noh, and HyeongYeop Kang

   Paper Project Code

2. 

   CVPR 2026Denver, USA

   Edit-As-Act: Goal-Regressive Planning for Open-Vocabulary 3D Indoor Scene Editing

   SeongRae Noh, SeungWon Seo, Gyeong-Moon Park^o, and HyeongYeop Kang^o

   Paper Project

3. 

   ICLR 2026Rio de Janeiro, Brazil

   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

   Paper Project Code

4. 

   AAAI 2025Philadelphia, USA

   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

   Oral presentation · Acceptance rate 5%

   Paper Project Code Video

5. 

   ACM TOG 2024Journal

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

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

   Invited to SIGGRAPH 2025 · IF = 7.8, JCR 5%

   Paper Video

6. 

   SIGGRAPH 2023Los Angeles, USA

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

   SooBin Lim, SeungWon Seo, and HyeongYeop Kang^o

   Paper Video

Education

• 2025.03 – Present

  Integrated M.S.–Ph.D. in Computer Science and Engineering

  Korea University · Seoul, Korea

  Transferred from Kyung Hee University to Korea University in March 2025

• 2024.03 – 2025.02

  Integrated M.S.–Ph.D. in Artificial Intelligence

  Kyung Hee University · Yongin, Korea

• 2020.03 – 2024.02

  B.E. in Software Convergence

  Kyung Hee University · Yongin, Korea

Experience

• 2023.07 – 2023.08

  Research Intern

  NCSoft, Graphics AI Lab, Motion Data Team · Seongnam, Korea

  Conducted research on text-based gesture animation generation

• 2021.12 – 2024.02

  Undergraduate Researcher

  IIIXR Lab · Yongin, Korea

  Conducted research on user interactions in VR environments

• 2021.03 – 2021.12

  Department Student Council President

  Software Convergence, Kyung Hee University · Yongin, Korea

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

Awards & Scholarships

Awards

• 2025

  Master's Thesis Award – Honorable Mention

  KCGS · Excellent presentation summarizing master's research contributions

• 2022

  NC Fellowship – Top Prize

  NCSoft · Neural Graphics Track – Motion generation research · Project

• 2022

  VR Game Competition – Top Prize

  COSS · Immersive Media – VR puzzle game with auditory cues · Video

• 2020

  Programming Contest – Finalist

  UCPC · 28th place among nationwide teams · Result

Scholarships

• 2025

  AAAI Student Scholarship

  AAAI · Paper: REVECA – Cooperative Language Agents

• 2024

  Teaching Assistance Scholarship

  Kyung Hee University · Game Engine Basics, Full-Stack Service Networking

• 2024

  Master's Research Scholarship

  NRF Korea · LLM-Based Cooperative VR Agents (RS-2024-00461084)

• 2022

  Pearl Abyss × KHUSWCON Fellowship Project

  Pearl Abyss · Motion style transfer research · Video

• 2021 – 2023

  Teaching Assistance Scholarship

  Kyung Hee University · Web/Python Programming, Design Thinking

• 2021 – 2023

  SW Excellence Scholarship

  SWUNIV · Software Festival Award, Software Membership

• 2020 – 2022

  Fully Funded Scholarship

  Kyung Hee University · Practical Excellence Admission Track

Teaching & Service

Academic Service

• Reviewer

  NeurIPS 2026, ACM CHI 2025, ACM TOG 2025, SIGGRAPH Asia XR 2025

• Student Volunteer

  IEEE VR 2026, AAAI 2025

  Assisted in organizing conference sessions and guiding participants in Daegu, Korea (2026.03) and Philadelphia, USA (2025.02 – 03)

Teaching Assistant

• 2024.09 – 12

  Game Engine Basics SWCON21200

  Kyung Hee University

  Lab session instructor for Unreal Engine 5 practical exercises

• 2024.03 – 06

  Full-Stack Service Networking SWCON49200

  Kyung Hee University

  Lab session instructor for full-stack development exercises