Lab directory
Computational Optimization Lab
Computational Optimization Lab
POSTECH · Computer Science and Engineering
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Professor
Prof. 이남훈
Professor's page · publicationsAbout
기계학습을 연구한다. 계산 최적화 관점에서 학습 모델의 효율성과 성능을 다룬다.
Research keywords
Machine Learning
Selected publications
- Mitigating Staleness in Asynchronous Pipeline Parallelism via Basis RotationICML · 2026
- Quantifying Aleatoric Uncertainty of In-Context Learning for Robust Measure of LLM Prediction ConfidenceACL · 2026
- The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMMICLR · 2026
- SAFE: Finding Sparse and Flat Minima to Improve PruningICML · 2025
- ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language ModelsICLR · 2025
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- Medical Information Processing Lab
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