Changwoo Lee

16 papers A* 3A 1C 2Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs.
CoRR
Pierre Abillama, Changwoo Lee, Juechu Dong, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim
2025 J jnl
One-Hot Multi-Level Leaky Integrate-and-Fire Spiking Neural Networks for Enhanced Accuracy-Latency Tradeoff.
IEEE Access
Pierre Abillama, Changwoo Lee, Andrea Bejarano-Carbo, Qirui Zhang, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim
2024 J jnl
AIMMI: Audio and Image Multi-Modal Intelligence via a Low-Power SoC With 2-MByte On-Chip MRAM for IoT Devices.
IEEE J. Solid State Circuits
Zichen Fan, Qirui Zhang, Hyochan An, Boxun Xu, Li Xu, Chien-Wei Tseng, Yimai Peng, Andrea Bejarano-Carbo, Pierre Abillama, Ang Cao, Bowen Liu, Changwoo Lee, Zhehong Wang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester
2024 A* conf
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference.
NeurIPS
Changwoo Lee, Soo Min Kwon, Qing Qu, Hun-Seok Kim
2024 J jnl
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference.
CoRR
Changwoo Lee, Soo Min Kwon, Qing Qu, Hun-Seok Kim
2024 A* conf
Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks.
ICLR
Changwoo Lee, Hun-Seok Kim
2023 A conf
Deep Joint Source-Channel Coding with Iterative Source Error Correction.
AISTATS
Changwoo Lee, Xiao Hu, Hun-Seok Kim
2023 J jnl
Deep Joint Source-Channel Coding with Iterative Source Error Correction.
CoRR
Changwoo Lee, Xiao Hu, Hun-Seok Kim
2023 J jnl
Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks.
CoRR
Changwoo Lee, Hun-Seok Kim
2023 J jnl
Learning-Based Near-Orthogonal Superposition Code for MIMO Short Message Transmission.
IEEE Trans. Commun.
Chenghong Bian, Chin-Wei Hsu, Changwoo Lee, Hun-Seok Kim
2023 A* conf
TaskFusion: An Efficient Transfer Learning Architecture with Dual Delta Sparsity for Multi-Task Natural Language Processing.
ISCA
Zichen Fan, Qirui Zhang, Pierre Abillama, Sara Shoouri, Changwoo Lee, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester
2022 — conf
Audio and Image Cross-Modal Intelligence via a 10TOPS/W 22nm SoC with Back-Propagation and Dynamic Power Gating.
VLSI Technology and Circuits
Zichen Fan, Hyochan An, Qirui Zhang, Boxun Xu, Li Xu, Chien-Wei Tseng, Yimai Peng, Ang Cao, Bowen Liu, Changwoo Lee, Zhehong Wang, FangHao Liu, Guanru Wang, Shenghao Jiang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester
2022 J jnl
Learning-Based Near-Orthogonal Superposition Code for MIMO Short Message Transmission.
CoRR
Chenghong Bian, Chin-Wei Hsu, Changwoo Lee, Hun-Seok Kim
2020 C conf
A Confidence-Calibrated MOBA Game Winner Predictor.
CoG
Dong-Hee Kim, Changwoo Lee, Ki-Seok Chung
2020 J jnl
A Confidence-Calibrated MOBA Game Winner Predictor.
CoRR
Dong-Hee Kim, Changwoo Lee, Ki-Seok Chung
2019 C conf
GRAM: Gradient Rescaling Attention Model for Data Uncertainty Estimation in Single Image Super Resolution.
ICMLA
Ki-Seok Chung, Changwoo Lee