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Hieu Duy Nguyen
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2020 – today
- 2024
- [c19]Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris:
Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy. ICASSP 2024: 12226-12230 - 2023
- [i9]Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow:
Accelerator-Aware Training for Transducer-Based Speech Recognition. CoRR abs/2305.07778 (2023) - 2022
- [c18]Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow:
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. INTERSPEECH 2022: 3033-3037 - [c17]Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris:
Sub-8-Bit Quantization for On-Device Speech Recognition: A Regularization-Free Approach. SLT 2022: 15-22 - [c16]Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow:
Accelerator-Aware Training for Transducer-Based Speech Recognition. SLT 2022: 100-107 - [i8]Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow:
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. CoRR abs/2206.15408 (2022) - [i7]Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris:
Sub-8-bit quantization for on-device speech recognition: a regularization-free approach. CoRR abs/2210.09188 (2022) - 2021
- [c15]Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow:
Sparsification via Compressed Sensing for Automatic Speech Recognition. ICASSP 2021: 6009-6013 - [i6]Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow:
Sparsification via Compressed Sensing for Automatic Speech Recognition. CoRR abs/2102.04932 (2021) - 2020
- [c14]Mingzhi Yu, Hieu Duy Nguyen, Alex Sokolov, Jack Lepird, Kanthashree Mysore Sathyendra, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann:
Multilingual Grapheme-To-Phoneme Conversion with Byte Representation. ICASSP 2020: 8234-8238 - [c13]Hieu Duy Nguyen, Anastasios Alexandridis, Athanasios Mouchtaris:
Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition. INTERSPEECH 2020: 3366-3370 - [c12]Hieu Duy Nguyen
, Nguyen Cat Ho
, Nhu-Lan Vu:
An efficient fuzzy time series forecasting model based on quantifying semantics of words. RIVF 2020: 1-6
2010 – 2019
- 2018
- [j9]Jingon Joung
, Hieu Duy Nguyen, Sumei Sun
:
Distributed Precoder Design With Direct-Link Channel Information for Distributed Antenna Systems. IEEE Trans. Veh. Technol. 67(4): 3679-3684 (2018) - 2017
- [j8]Thang X. Vu
, Hieu Duy Nguyen, Tony Q. S. Quek
, Sumei Sun
:
Adaptive Cloud Radio Access Networks: Compression and Optimization. IEEE Trans. Signal Process. 65(1): 228-241 (2017) - [j7]Hieu Duy Nguyen
, Sumei Sun:
Closed-Form Performance Bounds for Stochastic Geometry-Based Cellular Networks. IEEE Trans. Wirel. Commun. 16(2): 683-693 (2017) - [c11]Sumei Sun, Yongdong Wu, Boon Shyang Lim, Hieu Duy Nguyen:
A High Bit-Rate Shared Key Generator with Time-Frequency Features of Wireless Channels. GLOBECOM 2017: 1-6 - 2016
- [c10]Hieu Duy Nguyen, Sumei Sun
:
Massive MIMO versus small-cell systems: Spectral and energy efficiency comparison. ICC 2016: 1-6 - [c9]Thang X. Vu
, Hieu Duy Nguyen, Tony Q. S. Quek
, Sumei Sun:
Fronthaul compression and optimization for cloud radio access networks. ICC 2016: 1-6 - 2015
- [j6]Jingon Joung
, Hieu Duy Nguyen, Sumei Sun:
Pecuniary Efficiency of Distributed Antenna Systems. IEEE Commun. Lett. 19(5): 775-778 (2015) - [j5]Jingon Joung
, Hieu Duy Nguyen, Peng Hui Tan, Sumei Sun
:
Multicast Linear Precoding for MIMO-OFDM Systems. IEEE Commun. Lett. 19(6): 993-996 (2015) - [j4]Hieu Duy Nguyen, Rui Zhang
, Sumei Sun
:
Improper Signaling for Symbol Error Rate Minimization in K-User Interference Channel. IEEE Trans. Commun. 63(3): 857-869 (2015) - [j3]Thang X. Vu
, Hieu Duy Nguyen, Tony Q. S. Quek
:
Adaptive Compression and Joint Detection for Fronthaul Uplinks in Cloud Radio Access Networks. IEEE Trans. Commun. 63(11): 4565-4575 (2015) - [j2]Boon Sim Thian, Hieu Duy Nguyen, Sumei Sun:
Statistical Precoding for MIMO Systems With Channel Estimation Errors. IEEE Wirel. Commun. Lett. 4(1): 62-65 (2015) - [c8]Thang X. Vu
, Tony Q. S. Quek, Hieu Duy Nguyen:
Joint Decoding and Adaptive Compression with QoS Constraint for Uplinks in Cloud Radio Access Networks. GLOBECOM 2015: 1-6 - [c7]Hieu Duy Nguyen, Jingon Joung
, Sumei Sun:
Precoder design for distributed antenna systems (DAS) with limited channel state information. ICC 2015: 1733-1738 - [c6]Hieu Duy Nguyen, Boon Sim Thian, Sumei Sun:
Error probability minimization for MIMO systems with imperfect channel state information. ICC 2015: 4339-4344 - [i5]Hieu Duy Nguyen, Sumei Sun:
Massive MIMO versus Small-Cell Systems: Spectral and Energy Efficiency Comparison. CoRR abs/1509.03998 (2015) - [i4]Hieu Duy Nguyen, Sumei Sun:
Stochastic Geometry-Based Performance Bounds for Non-Fading and Rayleigh Fading Ad Hoc Networks. CoRR abs/1509.04002 (2015) - 2014
- [c5]Hieu Duy Nguyen, Rui Zhang
, Sumei Sun:
On design of improper signaling for ser minimization in K-user interference channel. GLOBECOM 2014: 1679-1684 - [c4]Boon Sim Thian, Hieu Duy Nguyen, Sumei Sun:
Linear precoder for codeword error minimization in MIMO systems with channel estimation errors. GLOBECOM 2014: 3827-3832 - [i3]Hieu Duy Nguyen, Rui Zhang, Sumei Sun:
Improper Signaling for Symbol Error Rate Minimization in K-User Interference Channel. CoRR abs/1405.7440 (2014) - 2013
- [j1]Hieu Duy Nguyen, Rui Zhang
, Hon Tat Hui:
Multi-Cell Random Beamforming: Achievable Rate and Degrees of Freedom Region. IEEE Trans. Signal Process. 61(14): 3532-3544 (2013) - [c3]Hieu Duy Nguyen, Rui Zhang
, Hon Tat Hui:
Effect of receive spatial diversity on the degrees of freedom region in multi-cell random beamforming. WCNC 2013: 3028-3033 - [i2]Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui:
Effect of Receive Spatial Diversity on the Degrees of Freedom Region in Multi-Cell Random Beamforming. CoRR abs/1303.5947 (2013) - 2012
- [c2]Hieu Duy Nguyen, Rui Zhang
, Hon Tat Hui:
Degrees of freedom region in multi-cell random beamforming. ICASSP 2012: 2837-2840 - [i1]Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui:
Multi-Cell Random Beamforming: Achievable Rate and Degrees of Freedom Region. CoRR abs/1205.5849 (2012) - 2011
- [c1]Hieu Duy Nguyen, Xuan Wang, Hon Tat Hui:
Keyhole and multi-keyhole MIMO channels: Modeling and simulation. ICICS 2011: 1-5
Coauthor Index

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