Junsoo Oh

PhD student, Korea Advanced Institute of Science & Technology

Joined

January 2023

Names

Junsoo Oh (Preferred)

Emails

****@kaist.ac.kr (Confirmed)

Personal Links

Career & Education History

PhD student

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2024 – Present

MS student

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2022 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

No areas of expertise listed

Publications

Mamba Can Learn Low-Dimensional Targets In-Context via Test-Time Feature Learning
Junsoo Oh, Wei Huang, Taiji Suzuki
- Submitted to ICLR 2026
- Readers: Everyone
From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature Learning
Junsoo Oh, Jerry Song, Chulhee Yun
- HiLD at ICML 2025 Poster
- Readers: Everyone
From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature Learning
Junsoo Oh, Jerry Song, Chulhee Yun
- NeurIPS 2025 poster
- Readers: Everyone
Provable Benefit of Cutout and CutMix for Feature Learning
Junsoo Oh, Chulhee Yun
- HiLD at ICML 2024 Poster
- Readers: Everyone
DASH: Warm-Starting Neural Network Training Without Loss of Plasticity Under Stationarity
Baekrok Shin, Junsoo Oh, Hanseul Cho, Chulhee Yun
- WANT@ICML 2024 Poster
- Readers: Everyone
Provable Benefit of Cutout and CutMix for Feature Learning
Junsoo Oh, Chulhee Yun
- NeurIPS 2024 spotlight
- Readers: Everyone
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity
Baekrok Shin, Junsoo Oh, Hanseul Cho, Chulhee Yun
- NeurIPS 2024 poster
- Readers: Everyone
Provable Benefit of Mixup for Finding Optimal Decision Boundaries
Junsoo Oh, Chulhee Yun
- ICML 2023 Poster
- Readers: Everyone

Co-Authors