Namhoon Lee

48 papers A* 10A 2Journal 24Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Mitigating Staleness in Asynchronous Pipeline Parallelism via Basis Rotation.
CoRR
Hyunji Jung, Sungbin Shin, Namhoon Lee
2026 J jnl
SeedFlood: A Step Toward Scalable Decentralized Training of LLMs.
CoRR
Jihun Kim, Namhoon Lee
2025 J jnl
An Analysis of Concept Bottleneck Models: Measuring, Understanding, and Mitigating the Impact of Noisy Annotations.
CoRR
Seonghwan Park, Jueun Mun, Donghyun Oh, Namhoon Lee
2025 A conf
Critical Influence of Overparameterization on Sharpness-aware Minimization.
UAI
Sungbin Shin, Dongyeop Lee, Maksym Andriushchenko, Namhoon Lee
2025 J jnl
MemEIC: A Step Toward Continual and Compositional Knowledge Editing.
CoRR
Jin Seong, Jiyun Park, Wencke Liermann, Hongseok Choi, Yoonji Nam, Hyun Kim, Soojong Lim, Namhoon Lee
2025 A* conf
SAFE: Finding Sparse and Flat Minima to Improve Pruning.
ICML
Dongyeop Lee, Kwanhee Lee, Jinseok Chung, Namhoon Lee
2025 J jnl
SAFE: Finding Sparse and Flat Minima to Improve Pruning.
CoRR
Dongyeop Lee, Kwanhee Lee, Jinseok Chung, Namhoon Lee
2025 J jnl
SASSHA: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian Approximation.
CoRR
Dahun Shin, Dongyeop Lee, Jinseok Chung, Namhoon Lee
2025 A* conf
Sassha: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian Approximation.
ICML
Dahun Shin, Dongyeop Lee, Jinseok Chung, Namhoon Lee
2025 J jnl
The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM.
CoRR
Kwanhee Lee, Hyeondo Jang, Dongyeop Lee, Dan Alistarh, Namhoon Lee
2025 A* conf
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models.
ICLR
Seonghwan Park, Jaehyeon Jeong, Yongjun Kim, Jaeho Lee, Namhoon Lee
2025 J jnl
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models.
CoRR
Seonghwan Park, Jaehyeon Jeong, Yongjun Kim, Jaeho Lee, Namhoon Lee
2024 — conf
Jaxpruner: A Concise Library for Sparsity Research.
CPAL
Joo Hyung Lee, Wonpyo Park, Nicole Mitchell, Jonathan Pilault, Johan Samir Obando Ceron, Han-Byul Kim, Namhoon Lee, Elias Frantar, Yun Long, Amir Yazdanbakhsh, Woohyun Han, Shivani Agrawal, Suvinay Subramanian, Xin Wang, Sheng-Chun Kao, Xingyao Zhang, Trevor Gale, Aart J. C. Bik, Milen Ferev, Zhonglin Han, Hong-Seok Kim, Yann N. Dauphin, Gintare Karolina Dziugaite, Pablo Samuel Castro, Utku Evci
2024 A* conf
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization.
EMNLP
Sungbin Shin, Wonpyo Park, Jaeho Lee, Namhoon Lee
2024 J jnl
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization.
CoRR
Sungbin Shin, Wonpyo Park, Jaeho Lee, Namhoon Lee
2024 — conf
The Role of Masking for Efficient Supervised Knowledge Distillation of Vision Transformers.
ECCV (67)
Seungwoo Son, Jegwang Ryu, Namhoon Lee, Jaeho Lee
2023 A* conf
A Closer Look at the Intervention Procedure of Concept Bottleneck Models.
ICML
Sungbin Shin, Yohan Jo, Sungsoo Ahn, Namhoon Lee
2023 J jnl
A Closer Look at the Intervention Procedure of Concept Bottleneck Models.
CoRR
Sungbin Shin, Yohan Jo, Sungsoo Ahn, Namhoon Lee
2023 — conf
Almost Sure Last Iterate Convergence of Sharpness-Aware Minimization.
Tiny Papers @ ICLR
Kyunghun Nam, Jinseok Chung, Namhoon Lee
2023 J jnl
FedFwd: Federated Learning without Backpropagation.
CoRR
Seonghwan Park, Dahun Shin, Jinseok Chung, Namhoon Lee
2023 J jnl
JaxPruner: A concise library for sparsity research.
CoRR
Joo Hyung Lee, Wonpyo Park, Nicole Mitchell, Jonathan Pilault, Johan S. Obando-Ceron, Han-Byul Kim, Namhoon Lee, Elias Frantar, Yun Long, Amir Yazdanbakhsh, Shivani Agrawal, Suvinay Subramanian, Xin Wang, Sheng-Chun Kao, Xingyao Zhang, Trevor Gale, Aart J. C. Bik, Woohyun Han, Milen Ferev, Zhonglin Han, Hong-Seok Kim, Yann N. Dauphin, Karolina Dziugaite, Pablo Samuel Castro, Utku Evci
2023 J jnl
MaskedKD: Efficient Distillation of Vision Transformers with Masked Images.
CoRR
Seungwoo Son, Namhoon Lee, Jaeho Lee
2023 J jnl
SpReME: Sparse Regression for Multi-Environment Dynamic Systems.
CoRR
Moon Jeong Park, Youngbin Choi, Namhoon Lee, Dongwoo Kim
2023 J jnl
The Effects of Overparameterization on Sharpness-aware Minimization: An Empirical and Theoretical Analysis.
CoRR
Sungbin Shin, Dongyeop Lee, Maksym Andriushchenko, Namhoon Lee
2021 A* conf
Meta-Learning Sparse Implicit Neural Representations.
NeurIPS
Jaeho Lee, Jihoon Tack, Namhoon Lee, Jinwoo Shin
2021 J jnl
Meta-Learning Sparse Implicit Neural Representations.
CoRR
Jaeho Lee, Jihoon Tack, Namhoon Lee, Jinwoo Shin
2021 A* conf
Understanding the effects of data parallelism and sparsity on neural network training.
ICLR
Namhoon Lee, Thalaiyasingam Ajanthan, Philip H. S. Torr, Martin Jaggi
2020 A* conf
A Signal Propagation Perspective for Pruning Neural Networks at Initialization.
ICLR
Namhoon Lee, Thalaiyasingam Ajanthan, Stephen Gould, Philip H. S. Torr
2020 J jnl
Data Parallelism in Training Sparse Neural Networks.
CoRR
Namhoon Lee, Philip H. S. Torr, Martin Jaggi
2020 — —
Toward efficient deep learning with sparse neural networks.
Namhoon Lee
2019 J jnl
A Signal Propagation Perspective for Pruning Neural Networks at Initialization.
CoRR
Namhoon Lee, Thalaiyasingam Ajanthan, Stephen Gould, Philip H. S. Torr
2019 — conf
Snip: single-Shot Network Pruning based on Connection sensitivity.
ICLR (Poster)
Namhoon Lee, Thalaiyasingam Ajanthan, Philip H. S. Torr
2018 J jnl
Learn To Pay Attention.
CoRR
Saumya Jetley, Nicholas A. Lord, Namhoon Lee, Philip H. S. Torr
2018 — conf
Learn to Pay Attention.
ICLR (Poster)
Saumya Jetley, Nicholas A. Lord, Namhoon Lee, Philip H. S. Torr
2018 J jnl
SNIP: Single-shot Network Pruning based on Connection Sensitivity.
CoRR
Namhoon Lee, Thalaiyasingam Ajanthan, Philip H. S. Torr
2018 J jnl
Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator for Static Video Surveillance - Can We Learn Pedestrian Detectors and Pose Estimators Without Real Data?
Int. J. Comput. Vis.
Hironori Hattori, Namhoon Lee, Vishnu Naresh Boddeti, Fares Beainy, Kris M. Kitani, Takeo Kanade
2018 — conf
The Sixth Visual Object Tracking VOT2018 Challenge Results.
ECCV Workshops (1)
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhenhua Feng, Zhihui Wang, Zhiqun He
2017 A* conf
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents.
CVPR
Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr, Manmohan Chandraker
2017 J jnl
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents.
CoRR
Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr, Manmohan Krishna Chandraker
2017 A* conf
Forecasting Interactive Dynamics of Pedestrians with Fictitious Play.
CVPR
Wei-Chiu Ma, De-An Huang, Namhoon Lee, Kris M. Kitani
2016 J jnl
A Game-Theoretic Approach to Multi-Pedestrian Activity Forecasting.
CoRR
Wei-Chiu Ma, De-An Huang, Namhoon Lee, Kris M. Kitani
2016 A conf
Predicting wide receiver trajectories in American football.
WACV
Namhoon Lee, Kris M. Kitani
2016 J jnl
Visual Compiler: Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator.
CoRR
Namhoon Lee, Xinshuo Weng, Vishnu Naresh Boddeti, Yu Zhang, Fares Beainy, Kris M. Kitani, Takeo Kanade
2005 — conf
Security Risk Vector for Quantitative Asset Assessment.
ICCSA (2)
Yoon Jung Chung, Injung Kim, Namhoon Lee, Taek Lee, Hoh Peter In
2005 — conf
The Improved Risk Analysis Mechanism in the Practical Risk Analysis System.
ICOIN
SangCheol Hwang, Namhoon Lee, Kouichi Sakurai, Joong Gil Park, JaeCheol Ryou
2004 — conf
The Design and Development for Risk Analysis Automatic Tool.
ICCSA (1)
Young-Hwan Bang, Yoon-Jung Jung, In-Jung Kim, Namhoon Lee, Gang-soo Lee
2004 — conf
The Development of Risk Analysis Methodology for Information Asset on Network.
Security and Management
Yoon-Jung Jung, In-Jung Kim, Namhoon Lee, JoongGil Park
2002 — conf
A Vulnerability Scanning Script Management System.
International Conference on Internet Computing
Cheolho Lee, Kyunghee Choi, Seungkyu Park, Gihyun Jung, Cheolwon Lee, Namhoon Lee