Hieu Duy Nguyen

39 papers A* 1A 2B 5C 1Misc 4Journal 19Unranked 7
YearRankTypeTitle / Venue / Authors
2025 A* conf
Adaptive Estimation and Learning under Temporal Distribution Shift.
ICML
Dheeraj Baby, Yifei Tang, Hieu Duy Nguyen, Yu-Xiang Wang, Rohit Pyati
2025 J jnl
Adaptive Estimation and Learning under Temporal Distribution Shift.
CoRR
Dheeraj Baby, Yifei Tang, Hieu Duy Nguyen, Yuxiang Wang, Rohit Pyati
2024 Misc conf
Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy.
ICASSP
Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris
2023 J jnl
Accelerator-Aware Training for Transducer-Based Speech Recognition.
CoRR
Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
2022 — conf
Accelerator-Aware Training for Transducer-Based Speech Recognition.
SLT
Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
2022 A conf
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition.
INTERSPEECH
Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow
2022 J jnl
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition.
CoRR
Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow
2022 — conf
Sub-8-Bit Quantization for On-Device Speech Recognition: A Regularization-Free Approach.
SLT
Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2022 J jnl
Sub-8-bit quantization for on-device speech recognition: a regularization-free approach.
CoRR
Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2021 Misc conf
Sparsification via Compressed Sensing for Automatic Speech Recognition.
ICASSP
Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow
2021 J jnl
Sparsification via Compressed Sensing for Automatic Speech Recognition.
CoRR
Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow
2020 — conf
An efficient fuzzy time series forecasting model based on quantifying semantics of words.
RIVF
Hieu Duy Nguyen, Nguyen Cat Ho, Nhu-Lan Vu
2020 Misc conf
Multilingual Grapheme-To-Phoneme Conversion with Byte Representation.
ICASSP
Mingzhi Yu, Hieu Duy Nguyen, Alex Sokolov, Jack Lepird, Kanthashree Mysore Sathyendra, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann
2020 A conf
Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition.
INTERSPEECH
Hieu Duy Nguyen, Anastasios Alexandridis, Athanasios Mouchtaris
2018 J jnl
Distributed Precoder Design With Direct-Link Channel Information for Distributed Antenna Systems.
IEEE Trans. Veh. Technol.
Jingon Joung, Hieu Duy Nguyen, Sumei Sun
2017 B conf
A High Bit-Rate Shared Key Generator with Time-Frequency Features of Wireless Channels.
GLOBECOM
Sumei Sun, Yongdong Wu, Boon Shyang Lim, Hieu Duy Nguyen
2017 J jnl
Adaptive Cloud Radio Access Networks: Compression and Optimization.
IEEE Trans. Signal Process.
Thang X. Vu, Hieu Duy Nguyen, Tony Q. S. Quek, Sumei Sun
2017 J jnl
Closed-Form Performance Bounds for Stochastic Geometry-Based Cellular Networks.
IEEE Trans. Wirel. Commun.
Hieu Duy Nguyen, Sumei Sun
2016 — conf
Fronthaul compression and optimization for cloud radio access networks.
ICC
Thang X. Vu, Hieu Duy Nguyen, Tony Q. S. Quek, Sumei Sun
2016 — conf
Massive MIMO versus small-cell systems: Spectral and energy efficiency comparison.
ICC
Hieu Duy Nguyen, Sumei Sun
2015 J jnl
Adaptive Compression and Joint Detection for Fronthaul Uplinks in Cloud Radio Access Networks.
IEEE Trans. Commun.
Thang X. Vu, Hieu Duy Nguyen, Tony Q. S. Quek
2015 — conf
Error probability minimization for MIMO systems with imperfect channel state information.
ICC
Hieu Duy Nguyen, Boon Sim Thian, Sumei Sun
2015 J jnl
Improper Signaling for Symbol Error Rate Minimization in K-User Interference Channel.
IEEE Trans. Commun.
Hieu Duy Nguyen, Rui Zhang, Sumei Sun
2015 B conf
Joint Decoding and Adaptive Compression with QoS Constraint for Uplinks in Cloud Radio Access Networks.
GLOBECOM
Thang X. Vu, Tony Q. S. Quek, Hieu Duy Nguyen
2015 J jnl
Massive MIMO versus Small-Cell Systems: Spectral and Energy Efficiency Comparison.
CoRR
Hieu Duy Nguyen, Sumei Sun
2015 J jnl
Multicast Linear Precoding for MIMO-OFDM Systems.
IEEE Commun. Lett.
Jingon Joung, Hieu Duy Nguyen, Peng Hui Tan, Sumei Sun
2015 J jnl
Pecuniary Efficiency of Distributed Antenna Systems.
IEEE Commun. Lett.
Jingon Joung, Hieu Duy Nguyen, Sumei Sun
2015 — conf
Precoder design for distributed antenna systems (DAS) with limited channel state information.
ICC
Hieu Duy Nguyen, Jingon Joung, Sumei Sun
2015 J jnl
Statistical Precoding for MIMO Systems With Channel Estimation Errors.
IEEE Wirel. Commun. Lett.
Boon Sim Thian, Hieu Duy Nguyen, Sumei Sun
2015 J jnl
Stochastic Geometry-Based Performance Bounds for Non-Fading and Rayleigh Fading Ad Hoc Networks.
CoRR
Hieu Duy Nguyen, Sumei Sun
2014 J jnl
Improper Signaling for Symbol Error Rate Minimization in K-User Interference Channel.
CoRR
Hieu Duy Nguyen, Rui Zhang, Sumei Sun
2014 B conf
Linear precoder for codeword error minimization in MIMO systems with channel estimation errors.
GLOBECOM
Boon Sim Thian, Hieu Duy Nguyen, Sumei Sun
2014 B conf
On design of improper signaling for ser minimization in K-user interference channel.
GLOBECOM
Hieu Duy Nguyen, Rui Zhang, Sumei Sun
2013 J jnl
Effect of Receive Spatial Diversity on the Degrees of Freedom Region in Multi-Cell Random Beamforming
CoRR
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
2013 B conf
Effect of receive spatial diversity on the degrees of freedom region in multi-cell random beamforming.
WCNC
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
2013 J jnl
Multi-Cell Random Beamforming: Achievable Rate and Degrees of Freedom Region.
IEEE Trans. Signal Process.
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
2012 Misc conf
Degrees of freedom region in multi-cell random beamforming.
ICASSP
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
2012 J jnl
Multi-Cell Random Beamforming: Achievable Rate and Degrees of Freedom Region
CoRR
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
2011 C conf
Keyhole and multi-keyhole MIMO channels: Modeling and simulation.
ICICS
Hieu Duy Nguyen, Xuan Wang, Hon Tat Hui