Yunbum Kook

PhD student, Georgia Institute of Technology

Joined

May 2022

Names

Yunbum Kook (Preferred)

Emails

****@gatech.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Georgia Institute of Technology (gatech.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Santosh Vempala

Present

Expertise

No areas of expertise listed

Publications

Fast Tensor Completion via Approximate Richardson Iteration
Mehrdad Ghadiri, Matthew Fahrbach, Yunbum Kook, Ali Jadbabaie
- ICML 2025 poster
- Readers: Everyone
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
Yunbum Kook, Santosh Vempala, Matthew Shunshi Zhang
- NeurIPS 2024 spotlight
- Readers: Everyone
Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise
Kwangjun Ahn, Zhiyu Zhang, Yunbum Kook, Yan Dai
- ICML 2024 Poster
- Readers: Everyone
Incremental Lossless Graph Summarization
Jihoon Ko, Yunbum Kook, Kijung Shin
- 21 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Evolution of Real-world Hypergraphs: Patterns and Models without Oracles
Yunbum Kook, Jihoon Ko, Kijung Shin
- 21 Dec 2022 (modified: 21 Dec 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
Yunbum Kook, YinTat Lee, Ruoqi Shen, Santosh Vempala
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors