Namhoon Lee
Scholar

Namhoon Lee

Google Scholar ID: wi9q5T8AAAAJ
POSTECH
machine learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
4,937
 
H-index
12
 
i10-index
14
 
Publications
20
 
Co-authors
52
list available
Publications
12 items
Hardware-Native Joint Sparse-Quantization for Trillion-Scale Mixture-of-Experts
2026
Cited
0
Hidden in Plain Sight: The Overlooked Significance of Canonical Elements for Extreme LLM Sparsity
2026
Cited
0
Exploiting Local Flatness for Efficient Out-of-Distribution Detection
2026
Cited
0
SeedFlood: A Step Toward Scalable Decentralized Training of LLMs
2026
Cited
0
Mitigating Staleness in Asynchronous Pipeline Parallelism via Basis Rotation
2026
Cited
0
MemEIC: A Step Toward Continual and Compositional Knowledge Editing
2025
Cited
0
The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM
2025
Cited
0
SAFE: Finding Sparse and Flat Minima to Improve Pruning
2025
Cited
0
Co-authors
13 total
Philip Torr
Philip Torr
Professor, University of Oxford
Thalaiyasingam Ajanthan
Thalaiyasingam Ajanthan
Pluralis Research | Australian National University
Kris Kitani
Kris Kitani
Carnegie Mellon University, Meta FAIR
Chris Choy
Chris Choy
NVIDIA
Manmohan Chandraker
Manmohan Chandraker
Professor, University of California, San Diego
De-An Huang
De-An Huang
Stanford University
Wei-Chiu Ma
Wei-Chiu Ma
Assistant Professor, Cornell University
Jaeho Lee
Jaeho Lee
POSTECH