متابعة
Kangwook Lee
Kangwook Lee
University of Wisconsin-Madison
بريد إلكتروني تم التحقق منه على wisc.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Speeding Up Distributed Machine Learning Using Codes‏
K Lee, M Lam, R Pedarsani, D Papailiopoulos, K Ramchandran‏
IEEE Transactions on Information Theory, 1-1, 2017‏
10032017
Attack of the tails: Yes, you really can backdoor federated learning‏
H Wang, K Sreenivasan, S Rajput, H Vishwakarma, S Agarwal, J Sohn, ...‏
NeurIPS 2020, 2020‏
7262020
High-dimensional coded matrix multiplication‏
K Lee, C Suh, K Ramchandran‏
IEEE ISIT 2017, 2418-2422, 2017‏
2602017
When Do Redundant Requests Reduce Latency?‏
NB Shah, K Lee, K Ramchandran‏
IEEE Transactions on Communications 64 (2), 715-722, 2015‏
2562015
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models‏
Y Fan, O Watkins, Y Du, H Liu, M Ryu, C Boutilier, P Abbeel, ...‏
NeurIPS 2023, 2023‏
204*2023
Gradient Inversion with Generative Image Prior‏
J Kim, J Jeon, K Lee, S Oh, J Ok‏
NeurIPS 2021, 2021‏
176*2021
The MDS Queue: Analysing the Latency Performance of Erasure Codes‏
K Lee, NB Shah, L Huang, K Ramchandran‏
IEEE Transactions on Information Theory 63 (5), 2822-2842, 2017‏
176*2017
FairBatch: Batch Selection for Model Fairness‏
Y Roh, K Lee, SE Whang, C Suh‏
ICLR 2021, 2021‏
1632021
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks‏
T Dinh, Y Zeng, R Zhang, Z Lin, S Rajput, M Gira, J Sohn, ...‏
NeurIPS 2022, 2022‏
1472022
FR-Train: A mutual information-based approach to fair and robust training‏
Y Roh, K Lee, SE Whang, C Suh‏
ICML 2020, 2020‏
1032020
Teaching Arithmetic to Small Transformers‏
N Lee, K Sreenivasan, JD Lee, K Lee, D Papailiopoulos‏
ICLR 2024, 2024‏
1012024
Looped Transformers as Programmable Computers‏
A Giannou, S Rajput, J Sohn, K Lee, JD Lee, D Papailiopoulos‏
ICML 2023, 2023‏
1012023
SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing based on Sparse-Graph Codes‏
K Lee, R Pedarsani, K Ramchandran‏
IEEE Transactions on Signal Processing, 2019‏
912019
Hierarchical Coding for Distributed Computing‏
H Park, K Lee, J Sohn, C Suh, J Moon‏
IEEE ISIT 2018, 2018‏
862018
Improving Fairness via Federated Learning‏
Y Zeng, H Chen, K Lee‏
arXiv preprint arXiv:2110.15545, 2021‏
812021
Straggler-proofing massive-scale distributed matrix multiplication with d-dimensional product codes‏
T Baharav, K Lee, O Ocal, K Ramchandran‏
IEEE ISIT 2018, 2018‏
802018
Sample Selection for Fair and Robust Training‏
Y Roh, K Lee, SE Whang, C Suh‏
NeurIPS 2021, 2021‏
752021
Hypergraph spectral clustering in the weighted stochastic block model‏
K Ahn, K Lee, C Suh‏
IEEE Journal of Selected Topics in Signal Processing 12 (5), 959-974, 2018‏
752018
PhaseCode: Fast and Efficient Compressive Phase Retrieval based on Sparse-Graph Codes‏
R Pedarsani, D Yin, K Lee, K Ramchandran‏
IEEE Transactions on Information Theory 63 (6), 3663-3691, 2017‏
742017
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks‏
J Park, J Park, Z Xiong, N Lee, J Cho, S Oymak, K Lee, D Papailiopoulos‏
ICML 2024, 2024‏
722024
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مقالات 1–20