Seunghyeon Lim

Joined

September 2022

Names

Seunghyeon Lim (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

MS student

Cognitive Science, Seoul National University (snu.ac.kr)

2023 – 2025

Undergrad student

Mechanical Engineering & Software, Sungkyunkwan University (skku.edu)

2017 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Byoung-Tak Zhang

2023 – 2025

Expertise

Machine Learning

Present

Robotics

Present

Publications

How Classifier Features Transfer to Downstream: An Asymptotic Analysis in a Two-Layer Model
HEE BIN YOO, Sungyoon Lee, Cheongjae Jang, Dong-Sig Han, Jaein Kim, Seunghyeon Lim, Byoung-Tak Zhang
- NeurIPS 2025 poster
- Readers: Everyone
How Classifiers Extract General Features for Downstream Tasks: An Asymptotic Analysis in Two-Layer Models
HEE BIN YOO, Sungyoon Lee, Cheongjae Jang, Dong-Sig Han, Jaein Kim, Seunghyeon Lim, Byoung-Tak Zhang
- Submitted to ICML 2025
- Readers: Everyone
Decomposing the Configuration of an Articulated Object via Graph Neural Network
Seunghyeon Lim, Kisung Shin, Nakul Gopalan, Jun Ki Lee, Byoung-Tak Zhang
- LFDM
- Readers: Everyone
Emergence of Alignment and Local Elasticity in Two-Layer Neural Networks
HEE BIN YOO, Sungyoon Lee, Cheongjae Jang, Dong-Sig Han, Jaein Kim, Seunghyeon Lim, Byoung-Tak Zhang
- Submitted to ICLR 2025
- Readers: Everyone

Co-Authors