Namhoon Lee

Anyang University — South Korea

Environmental Science · Physical Sciences

18h-index3.5kcitations165works0.22yr avg
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Research Topics

Landfill Environmental Impact Studies(50), Municipal Solid Waste Management(15), Advanced Neural Network Applications(11), Odor and Emission Control Technologies(8), Domain Adaptation and Few-Shot Learning(7)

Publications165 total

SAFE: Finding Sparse and Flat Minima to Improve Pruning
arXiv (Cornell University)·2025Open Access
An Analysis of Concept Bottleneck Models: Measuring, Understanding, and Mitigating the Impact of Noisy Annotations
arXiv (Cornell University)·2025Open Access
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models
arXiv (Cornell University)·2025Open Access
How does political risk affect cash holdings in Fintech firms?
Applied Economics Letters·2025· 1 cited
Atmospheric Dispersion Assessment of Fine Particulate Matter Precursors from Landfills Using the Gaussian Plume Model
2025Open Access
Analysis of PM2.5 Impacts from Agricultural Vinyl Waste Treatment Processes and Uncollected Waste
2025Open Access
SASSHA: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian Approximation
arXiv (Cornell University)·2025Open Access
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization
arXiv (Cornell University)·2024Open Access
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization
2024· 1 citedOpen Access
Critical Influence of Overparameterization on Sharpness-aware Minimization
arXiv (Cornell University)·2023Open Access
Sustainable Waste Management: Applicability of Aerobic Landfill Method in South Korea
Journal of Korea Society of Waste Management·2023· 1 cited
FedFwd: Federated Learning without Backpropagation
arXiv (Cornell University)·2023· 2 citedOpen Access
Classification Criteria of Semi-Aerobic Landfill for the Application of Methane Correction Factor
Journal of Korea Society of Waste Management·2023
Considerations on the methane correction factor and fraction of methane parameters in the IPCC first-order decay model for active aeration landfills
Waste Management·2023· 10 cited
Improvement of the Utilization of Abandoned Quarry as Landfill Facilities
Journal of Korea Society of Waste Management·2023· 1 cited
JaxPruner: A concise library for sparsity research
arXiv (Cornell University)·2023· 1 citedOpen Access
A Closer Look at the Intervention Procedure of Concept Bottleneck Models
arXiv (Cornell University)·2023· 9 citedOpen Access
Estimating Greenhouse Gas Emissions from Municipal Solid Waste Landfills in Korea: Current Issues and Improvement Measures
Journal of Korea Society of Waste Management·2023
Dynamic emissions of N<sub>2</sub>O from solid waste landfills: A review
Environmental Engineering Research·2023· 12 citedOpen Access
The Role of Masking for Efficient Supervised Knowledge Distillation of Vision Transformers
arXiv (Cornell University)·2023· 5 citedOpen Access
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Frequent Co-authors

Jin-Kyu Park(13), Philip H. S. Torr(6), Kris Kitani(6), Thalaiyasingam Ajanthan(4), Wei-Chiu Ma(3), De-An Huang(3), Yong-Gil Chong(3), Kazuo Tameda(3), Wongun Choi(2), Paul Vernaza(2), Christopher Choy(2), Manmohan Chandraker(2), Jeong-Hee Kang(2), Vishnu Naresh Boddeti(2), Fares Beainy(2), Takeo Kanade(2), Stephen Jay Gould(2), Young-Mi Ahn(2), Sotaro Higuchi(2), Jong-Yun Kang(2)