A simulation-based study for DRAM power reduction strategies in GPGPUs. - Hyojin Choi; Kyuyeon Hwang; Jae-Woo Ahn; Wonyong Sung (ISCAS, 2012)

Load Balanced Resampling for Real-Time Particle Filtering on Graphics Processing Units. - Kyuyeon Hwang; Wonyong Sung (IEEE Trans. Signal Process., 2013)

X1000 real-time phoneme recognition VLSI using feed-forward deep neural networks. - Jonghong Kim; Kyuyeon Hwang; Wonyong Sung (ICASSP, 2014)

Fault tolerance analysis of digital feed-forward deep neural networks. - Minjae Lee; Kyuyeon Hwang; Wonyong Sung (ICASSP, 2014)

Fixed-point feedforward deep neural network design using weights +1, 0, and -1. - Kyuyeon Hwang; Wonyong Sung (SiPS, 2014)

Fixed point optimization of deep convolutional neural networks for object recognition. - Sajid Anwar; Kyuyeon Hwang; Wonyong Sung (ICASSP, 2015)

Single stream parallelization of generalized LSTM-like RNNs on a GPU. - Kyuyeon Hwang; Wonyong Sung (ICASSP, 2015)

Online Keyword Spotting with a Character-Level Recurrent Neural Network. - Kyuyeon Hwang; Minjae Lee; Wonyong Sung (CoRR, 2015)

Online Sequence Training of Recurrent Neural Networks with Connectionist Temporal Classification. - Kyuyeon Hwang; Wonyong Sung (CoRR, 2015)

Resiliency of Deep Neural Networks under Quantization. - Wonyong Sung; Sungho Shin; Kyuyeon Hwang (CoRR, 2015)

Learning separable fixed-point kernels for deep convolutional neural networks. - Sajid Anwar; Kyuyeon Hwang; Wonyong Sung (ICASSP, 2016)

Character-level incremental speech recognition with recurrent neural networks. - Kyuyeon Hwang; Wonyong Sung (ICASSP, 2016)

Fixed-point performance analysis of recurrent neural networks. - Sungho Shin; Kyuyeon Hwang; Wonyong Sung (ICASSP, 2016)

Sequence to Sequence Training of CTC-RNNs with Partial Windowing. - Kyuyeon Hwang; Wonyong Sung (ICML, 2016)

FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks. - Minjae Lee; Kyuyeon Hwang; Jinhwan Park; Sungwook Choi; Sungho Shin; Wonyong Sung (SiPS, 2016)

Generative Transfer Learning between Recurrent Neural Networks. - Sungho Shin; Kyuyeon Hwang; Wonyong Sung (CoRR, 2016)

Quantized neural network design under weight capacity constraint. - Sungho Shin; Kyuyeon Hwang; Wonyong Sung (CoRR, 2016)

Character-level language modeling with hierarchical recurrent neural networks. - Kyuyeon Hwang; Wonyong Sung (ICASSP, 2017)

Structured Pruning of Deep Convolutional Neural Networks. - Sajid Anwar; Kyuyeon Hwang; Wonyong Sung (ACM J. Emerg. Technol. Comput. Syst., 2017)

Massively parallel computation of linear recurrence equations with graphics processing units. - Wonyong Sung; Dong-hwan Lee; Kyuyeon Hwang (SAMOS, 2018)

SapAugment: Learning A Sample Adaptive Policy for Data Augmentation. - Ting-Yao Hu; Ashish Shrivastava 001; Jen-Hao Rick Chang; Hema Koppula; Stefan Braun; Kyuyeon Hwang; Ozlem Kalinli; Oncel Tuzel (ICASSP, 2021)

FORTRESS: Fraud-oriented transformer with random traversal for Ethereum security surveillance. - Hojun Kang; Kyuyeon Hwang (Inf. Sci., 2025)