Lee, Changwoo

6 publications

NeurIPS 2025 MonarchAttention: Zero-Shot Conversion to Fast, Hardware-Aware Structured Attention Can Yaras, Alec S Xu, Pierre Abillama, Changwoo Lee, Laura Balzano

NeurIPS 2024 BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference Changwoo Lee, Soo Min Kwon, Qing Qu, Hun-Seok Kim

ICLR 2024 Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks Changwoo Lee, Hun-Seok Kim

AISTATS 2023 Deep Joint Source-Channel Coding with Iterative Source Error Correction Changwoo Lee, Xiao Hu, Hun-Seok Kim

NeurIPS 2022 Rapidly Mixing Multiple-Try Metropolis Algorithms for Model Selection Problems Hyunwoong Chang, Changwoo Lee, Zhao Tang Luo, Huiyan Sang, Quan Zhou

NeurIPS 2021 T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs Changwoo Lee, Zhao Tang Luo, Huiyan Sang