Wonyong Sung
According to our database1,
Wonyong Sung
authored at least 176 papers
between 1980 and 2024.
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Bibliography
2024
RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Single-Channel Ecg-Based Sleep Stage Classification With End-To-End Trainable Deep Neural Networks.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the International Conference on Electronics, Information, and Communication, 2023
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
2022
Optimization of General Matrix Multiply Library for Ternary Weight for Fast DNN Inference.
J. Signal Process. Syst., 2022
A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition.
CoRR, 2022
Macro-Block Dropout for Improved Regularization in Training End-to-End Speech Recognition Models.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Regularizing Activation Distribution for Ultra Low-bit Quantization-Aware Training of MobileNets.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Performance Assessment of Automatic Sleep Stage Classification Using Only Partial PSG Sensors.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022
2021
Convolution-Based Attention Model With Positional Encoding For Streaming Speech Recognition On Embedded Devices.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
TernGEMM: GEneral Matrix Multiply Library with Ternary Weights for Fast DNN Inference.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2021
Proceedings of the 18th International SoC Design Conference, 2021
SQWA: Stochastic Quantized Weight Averaging For Improving The Generalization Capability Of Low-Precision Deep Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima.
CoRR, 2020
Proceedings of the IEEE Workshop on Signal Processing Systems, 2020
Proceedings of the IEEE Workshop on Signal Processing Systems, 2020
Effect of Adding Positional Information on Convolutional Neural Networks for End-to-End Speech Recognition.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Low-Latency Lightweight Streaming Speech Recognition with 8-Bit Quantized Simple Gated Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
J. Signal Process. Syst., 2019
Empirical Analysis of Knowledge Distillation Technique for Optimization of Quantized Deep Neural Networks.
CoRR, 2019
Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019
2018
Single Stream Parallelization of Recurrent Neural Networks for Low Power and Fast Inference.
CoRR, 2018
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018
Massively parallel computation of linear recurrence equations with graphics processing units.
Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
2017
ACM J. Emerg. Technol. Comput. Syst., 2017
Proceedings of the 2017 IEEE International Workshop on Signal Processing Systems, 2017
Structured sparse ternary weight coding of deep neural networks for efficient hardware implementations.
Proceedings of the 2017 IEEE International Workshop on Signal Processing Systems, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Proceedings of the 2016 IEEE International Workshop on Signal Processing Systems, 2016
Architecture exploration of a programmable neural network processor for embedded systems.
Proceedings of the International Conference on Embedded Computer Systems: Architectures, 2016
Dynamic hand gesture recognition for wearable devices with low complexity recurrent neural networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 22nd Asia-Pacific Conference on Communications (APCC), 2016
2015
Low Energy Signal Processing Techniques for Reliability Improvement of High-Density NAND Flash Memory.
J. Signal Process. Syst., 2015
Online Sequence Training of Recurrent Neural Networks with Connectionist Temporal Classification.
CoRR, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Fixed point optimization of deep convolutional neural networks for object recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
J. Signal Process. Syst., 2014
Rate-0.96 LDPC Decoding VLSI for Soft-Decision Error Correction of NAND Flash Memory.
IEEE Trans. Very Large Scale Integr. Syst., 2014
IEEE Trans. Signal Process., 2014
ACM Trans. Design Autom. Electr. Syst., 2014
Proceedings of the 2014 IEEE Workshop on Signal Processing Systems, 2014
Proceedings of the 2014 IEEE Workshop on Signal Processing Systems, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Proceedings of the Handbook of Signal Processing Systems, 2013
J. Signal Process. Syst., 2013
Least Squares Based Coupling Cancelation for MLC NAND Flash Memory with a Small Number of Voltage Sensing Operations.
J. Signal Process. Syst., 2013
J. Signal Process. Syst., 2013
Estimation of NAND Flash Memory Threshold Voltage Distribution for Optimum Soft-Decision Error Correction.
IEEE Trans. Signal Process., 2013
Load Balanced Resampling for Real-Time Particle Filtering on Graphics Processing Units.
IEEE Trans. Signal Process., 2013
Signal processing techniques for reliability improvement of sub-20NM NAND flash memory.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Soft-decision decoding with cell to cell interference removed signal in nand flash memory.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Flexible and Expandable Speech Recognition Hardware with Weighted Finite State Transducers.
J. Signal Process. Syst., 2012
J. Signal Process. Syst., 2012
EURASIP J. Adv. Signal Process., 2012
Optimal Output Quantization of Binary Input AWGN Channel for Belief-Propagation Decoding of LDPC Codes.
Proceedings of the 2012 IEEE Workshop on Signal Processing Systems, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Performance of rate 0.96 (68254, 65536) EG-LDPC code for NAND Flash memory error correction.
Proceedings of IEEE International Conference on Communications, 2012
Least squares based cell-to-cell interference cancelation technique for multi-level cell nand flash memory.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 5th Annual Workshop on General Purpose Processing with Graphics Processing Units, 2012
2011
J. Signal Process. Syst., 2011
Memory Access Optimized Implementation of Cyclic and Quasi-Cyclic LDPC Codes on a GPGPU.
J. Signal Process. Syst., 2011
IEEE Signal Process. Mag., 2011
Proceedings of the IEEE Workshop on Signal Processing Systems, 2011
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
H- and C-level WFST-based large vocabulary continuous speech recognition on Graphics Processing Units.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
IEEE Trans. Very Large Scale Integr. Syst., 2010
IEEE Trans. Consumer Electron., 2010
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
VLSI Implementation of a High-Throughput Soft-Bit-Flipping Decoder for Geometric LDPC Codes.
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
Adaptive Threshold Technique for Bit-Flipping Decoding of Low-Density Parity-Check Codes.
IEEE Commun. Lett., 2010
Parallel implementation of an error diffusion halftoning algorithm with a general purpose graphics processing unit.
Proceedings of the International Conference on Image Processing, 2010
Multi-core and SIMD architecture based implementation of recursive digital filtering algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Handbook of Signal Processing Systems, 2010
2009
Compiler-Based Performance Evaluation of an SIMD Processor with a Multi-Bank Memory Unit.
J. Signal Process. Syst., 2009
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009
IEEE Trans. Computers, 2009
Massively parallel implementation of cyclic LDPC codes on a general purpose graphics processing unit.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2009
Low-power implementation of a high-throughput LDPC decoder for IEEE 802.11N standard.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2009
Proceedings of the IEEE Workshop on Signal Processing Systems, 2009
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Scalable HMM based inference engine in large vocabulary continuous speech recognition.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
OpenMP-based parallel implementation of a continuous speech recognizer on a multi-core system.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Algorithm and Software Optimization of Variable Block Size Motion Estimation for H.264/AVC on a VLIW-SIMD DSP.
J. Signal Process. Syst., 2008
IEEE Trans. Circuits Syst. II Express Briefs, 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Efficient vectorization of SIMD programs with non-aligned and irregular data access hardware.
Proceedings of the 2008 International Conference on Compilers, 2008
2007
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007
Memory Access Reduced Software Implementation of H.264/AVC Sub-pixel Motion Estimation Using Differential Data Encoding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
Mobile CPU Based Optimization of Fast Likelihood Computation for Continuous Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
IEICE Trans. Inf. Syst., 2006
A Robust Formant Extraction Algorithm Combining Spectral Peak Picking and Root Polishing.
EURASIP J. Adv. Signal Process., 2006
Low-Power High-Throughput BCH Error Correction VLSI Design for Multi-Level Cell NAND Flash Memories.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2006
Proceedings of the IEEE Workshop on Signal Processing Systems, 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
J. VLSI Signal Process., 2005
Proceedings of the Embedded Computer Systems: Architectures, 2005
Memory access overhead reduction for a digital color copier implementation using a VLIW digital signal processor.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2002, 2002
2001
A Compiler-Friendly RISC-Based Digital Signal Processor Synthesis and Performance Evaluation.
J. VLSI Signal Process., 2001
Multimedia processor-based implementation of an error-diffusion halftoning algorithm exploiting subword parallelism.
IEEE Trans. Circuits Syst. Video Technol., 2001
Combined word-length optimization and high-level synthesis ofdigital signal processing systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2001
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
IEEE Trans. Very Large Scale Integr. Syst., 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
An enhanced two-level adaptive multiple branch prediction for superscalar processors.
J. Syst. Archit., 1999
A low resolution pulse position coding method for improved excitation modeling of speech transition.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
A floating-point to integer C converter with shift reduction for fixed-point digital signal processors.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
IEEE Trans. Circuits Syst. Video Technol., 1998
Proceedings of the 11th International Symposium on System Synthesis, 1998
Proceedings of the 1998 IEEE International Conference on Communications, 1998
Proceedings of the 1998 IEEE International Conference on Communications, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the 1998 Design, 1998
Proceedings of the ASP-DAC '98, 1998
Proceedings of the Proceedings 31st Annual Simulation Symposium (SS '98), 1998
1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1995
Simulation-based word-length optimization method for fixed-point digital signal processing systems.
IEEE Trans. Signal Process., 1995
An integrated hardware-software cosimulation environment for heterogeneous systems prototyping.
Proceedings of the 1995 Conference on Asia Pacific Design Automation, Makuhari, Massa, Chiba, Japan, August 29, 1995
1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1992
Multiprocessor Implementation of Digital Filtering Algorithms Using a Parallel Block Processing Method.
IEEE Trans. Parallel Distributed Syst., 1992
Proceedings of the Application Specific Array Processors, 1992
1987
Proc. IEEE, 1987
1986
Proceedings of the IEEE International Conference on Acoustics, 1986
1985
Proceedings of the IEEE International Conference on Acoustics, 1985
1980
Proceedings of the IEEE International Conference on Acoustics, 1980