Siwoo Lim

Siwoo Lim

Integrated Ph.D. student at KAIST in Electrical Engineering

πŸ˜ƒ About me

I’m an Integrated Ph.D. student at Artificial Intelligence & Machine Learning (U-AIM) Lab. in KAIST, under the supervision of Prof. Chang D. Yoo. My research centers on 3D vision and 3D reconstruction β€” recovering accurate, high-fidelity 3D representations of the world from images. I am broadly interested in neural rendering, 3D generative modeling, and 3D editing, bridging classical multi-view geometry with modern deep learning (including Gaussian Splatting and flow/diffusion-based 3D generation) for controllable, high-fidelity 3D content.

My research interests include:

  • 3D Vision & Reconstruction
  • Neural Rendering & Gaussian Splatting
  • 3D Generation & Editing

πŸ”₯ News

  • 2026.06: πŸŽ‰ Two papers accepted to ECCV 2026
  • 2026.05: πŸŽ‰ One paper accepted to ICML 2026

πŸ“ Publications

2026

ECCV 2026
TanGO

[C2] TanGO: Training-Free 3D Editing via Tangent-space Guidance and Optimization

Siwoo Lim, Sunjae Yoon, Gwanhyeong Koo, Hyeonseo Yun, Chang D. Yoo

ECCV 2026

[Project page] [Code]

ICML 2026
GADA

[C1] GADA: Geometry-Aware Deformable Aggregation for Image-Based Gaussian Splatting

Siwoo Lim, Sunjae Yoon, Gwanhyeong Koo, Chang D. Yoo

ICML 2026

[Project page] [Code]

πŸŽ– Honors and Awards

  • 2023.03 - 2024.03, Leader Scholarship C-1, College of Software Convergence, Ajou University
  • 2022.01 - 2025.01, Silla Scholarship, Silla Culture Scholarship Foundation

πŸ“– Educations

  • 2025.03 - Present, Integrated Ph.D. in Electrical Engineering. (Korea Advanced Institute of Science and Technology, KAIST)
  • 2021.03 - 2025.02, B.S. in Military Digital Convergence. (Ajou University)

πŸ’» Internships