Please refer to Google Scholar for the most up-to-date publications list.
2024
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Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks
Changwoo Lee, and Hun-Seok Kim
In The Twelfth International Conference on Learning Representations 2024
2023
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TaskFusion: An Efficient Transfer Learning Architecture with Dual Delta Sparsity for Multi-Task Natural Language Processing
Zichen Fan, Qirui Zhang, Pierre Abillama, and 5 more authors
In Proceedings of the 50th Annual International Symposium on Computer Architecture 2023
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Learning-Based Near-Orthogonal Superposition Code for MIMO Short Message Transmission
Chenghong Bian, Chin-Wei Hsu, Changwoo Lee, and 1 more author
IEEE Transactions on Communications 2023
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Deep Joint Source-Channel Coding with Iterative Source Error Correction
Changwoo Lee, Xiao Hu, and Hun-Seok Kim
In International Conference on Artificial Intelligence and Statistics 2023
2022
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Audio and Image Cross-Modal Intelligence via a 10TOPS/W 22nm SoC with Back-Propagation and Dynamic Power Gating
Zichen Fan, Hyochan An, Qirui Zhang, and 8 more authors
In 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) 2022
2021
2020
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A confidence-calibrated moba game winner predictor
Dong-Hee Kim, Changwoo Lee, and Ki-Seok Chung
In 2020 IEEE Conference on Games (CoG) 2020
2019
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Gram: Gradient rescaling attention model for data uncertainty estimation in single image super resolution
Changwoo Lee, and Ki-Seok Chung
In 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) 2019