Huy Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 103

Top Venues

Publications

Huy Nguyen, Pedram Akbarian, Trang Pham, Trang Nguyen, Shujian Zhang, Nhat Ho
Statistical Advantages of Perturbing Cosine Router in Sparse Mixture of Experts. CoRR (2024)
Huy Nguyen, Nhat Ho, Alessandro Rinaldo
On Least Squares Estimation in Softmax Gating Mixture of Experts. CoRR (2024)
Huy Nguyen, TrungTin Nguyen, Khai Nguyen, Nhat Ho
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts. AISTATS (2024)
Quang Pham, Giang Do, Huy Nguyen, TrungTin Nguyen, Chenghao Liu, Mina Sartipi, Binh T. Nguyen, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi, Nhat Ho
CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition. CoRR (2024)
Huy Nguyen, Kien Nguyen, Sridha Sridharan, Clinton Fookes
AG-ReID.v2: Bridging Aerial and Ground Views for Person Re-identification. CoRR (2024)
Huy Nguyen, Khai Nguyen, Nhat Ho
On Parameter Estimation in Deviated Gaussian Mixture of Experts. CoRR (2024)
Dung Le, Huy Nguyen, Khai Nguyen, Trang Nguyen, Nhat Ho
Fast Approximation of the Generalized Sliced-Wasserstein Distance. ICASSP (2024)
Muhammad Rangga Aziz Nasution, Herfandi Herfandi, Ones Sanjerico Sitanggang, Huy Nguyen, Yeong Min Jang
Proximity-Based Optical Camera Communication with Multiple Transmitters Using Deep Learning. Sensors 24 (2) (2024)
Huy Nguyen, Yeong Min Jang
Design and Implementation of Deep Learning-Based MIMO C-OOK Scheme for Optical Camera Communication Considering Mobility Environment. ICAIIC (2024)
Huy Nguyen, Khai Nguyen, Nhat Ho
On Parameter Estimation in Deviated Gaussian Mixture of Experts. AISTATS (2024)
Minh Le, An Nguyen, Huy Nguyen, Trang Nguyen, Trang Pham, Linh Van Ngo, Nhat Ho
Mixture of Experts Meets Prompt-Based Continual Learning. CoRR (2024)
Huy Nguyen, Nam Tuan Le, Duy Tuan Anh Le, Yeong Min Jang
Design and Implementation of a Hybrid Optical Camera Communication System for Indoor Applications. Sensors 24 (1) (2024)
Huy Nguyen, Christoph Treude, Patanamon Thongtanunam
Encoding Version History Context for Better Code Representation. CoRR (2024)
Huy Nguyen, Kien Nguyen Thanh, Sridha Sridharan, Clinton Fookes
AG-ReID.v2: Bridging Aerial and Ground Views for Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Huy Nguyen, Ida Bagus Krishna Yoga Utama, Yeong Min Jang
Enabling Technologies and New Challenges in IEEE 802.15.7 Optical Camera Communications Standard. IEEE Commun. Mag. 62 (3) (2024)
Huy Nguyen, Nhat Ho, Alessandro Rinaldo
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts. CoRR (2024)
Huy Nguyen, Christoph Treude, Patanamon Thongtanunam
Encoding Version History Context for Better Code Representation. MSR (2024)
Xing Han, Huy Nguyen, Carl Harris, Nhat Ho, Suchi Saria
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion. CoRR (2024)
Huy Nguyen, Pedram Akbarian, Nhat Ho
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts? CoRR (2024)
Huy Nguyen, Pedram Akbarian, Fanqi Yan, Nhat Ho
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts. ICLR (2024)
Huy Nguyen, Suryansh Sharma, R. Venkatesha Prasad, Falko Dressler
A Multi-Lane Platooning Paradigm with ETSI DCC. VNC (2024)
Ones Sanjerico Sitanggang, Van Linh Nguyen, Huy Nguyen, Radityo Fajar Pamungkas, Muhammad Miftah Faridh, Yeong Min Jang
Design and Implementation of a 2D MIMO OCC System Based on Deep Learning. Sensors 23 (17) (2023)
Huy Nguyen, TrungTin Nguyen, Nhat Ho
Demystifying Softmax Gating in Gaussian Mixture of Experts. CoRR (2023)
Van Linh Nguyen, Duc Hoang Tran, Huy Nguyen, ByungDeok Chung, Yeong Min Jang
Development of MIMO Scheme-based Optical Camera Communication System using Deep Learning method. ICAIIC (2023)
Huy Nguyen, TrungTin Nguyen, Nhat Ho
Demystifying Softmax Gating Function in Gaussian Mixture of Experts. NeurIPS (2023)
Michael Vai, Eric Simpson, Donato Kava, Alice Lee, Huy Nguyen, Jeffrey J. Hughes, Gabriel Torres, Jeffery Lim, Ben Nahill, Roger Khazan, Fred Schneider
Security-as-a-Service for Embedded Systems. MILCOM (2023)
Huy Nguyen, Pedram Akbarian, TrungTin Nguyen, Nhat Ho
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts. CoRR (2023)
Kien Nguyen, Clinton Fookes, Sridha Sridharan, Feng Liu, Xiaoming Liu, Arun Ross, Dana Michalski, Huy Nguyen, Debayan Deb, Mahak Kothari, Manisha Saini, Dawei Du, Scott McCloskey, Gabriel Bertocco, Fernanda Andaló, Terrance E. Boult, Anderson Rocha, Haidong Zhu, Zhaoheng Zheng, Ram Nevatia, Zaigham A. Randhawa, Sinan Sabri, Gianfranco Doretto
AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results. IJCB (2023)
Huy Nguyen, Pedram Akbarian, Fanqi Yan, Nhat Ho
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts. CoRR (2023)
Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Nguyen
Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. EMNLP (Findings) (2023)
Huy Nguyen, Van Linh Nguyen, Duc Hoang Tran, Yeong Min Jang
Deep Learning for 2D-MIMO scheme based on Optical Camera Communication. ICOIN (2023)
Michael Vai, David Whelihan, Eric Simpson, Donato Kava, Alice Lee, Huy Nguyen, Jeffrey J. Hughes, Gabriel Torres, Jeffery Lim, Ben Nahill, Roger Khazan, Fred Schneider
Zero Trust Architecture Approach for Developing Mission Critical Embedded Systems. HPEC (2023)
Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Nguyen
High Probability Convergence of Stochastic Gradient Methods. ICML (2023)
Ta Duy Nguyen, Alina Ene, Huy Nguyen
On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis. NeurIPS (2023)
Huy Nguyen, ByungDeok Chung, Yeong Min Jang
Deep Learning based RS-OFDM scheme considering mobility environment for Optical Camera Communication system. ICUFN (2023)
Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Nguyen
Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise. NeurIPS (2023)
Huy Nguyen, Chien Nguyen, Linh Ngo Van, Anh Luu, Thien Nguyen
A Spectral Viewpoint on Continual Relation Extraction. EMNLP (Findings) (2023)
Duc Hoang Tran, Van Linh Nguyen, Ida Bagus Krishna Yoga Utama, Huy Nguyen, ByungDeok Chung, Yeong Min Jang
A Method of PV Power Generation Forecasting using Constrained Transformer Network. ICAIIC (2023)
Abhinav Bohra, Huy Nguyen, Devashish Khatwani
AutoWS: Automated Weak Supervision Framework for Text Classification. CoRR (2023)
Khai Nguyen, Tongzheng Ren, Huy Nguyen, Litu Rout, Tan Minh Nguyen, Nhat Ho
Hierarchical Sliced Wasserstein Distance. ICLR (2023)
Huy Nguyen, Kien Nguyen, Sridha Sridharan, Clinton Fookes
Aerial-Ground Person Re-ID. ICME (2023)
Huy Nguyen, Duc Hoang Tran, Van Linh Nguyen, ByungDeok Chung, Yeong Min Jang
Design and Implementation of RS-OFDM scheme for Optical Camera Communication based on Deep Learning. ICAIIC (2023)
Huy Nguyen, Tuan Vu Ho, Masato Akagi, Masashi Unoki
Phase-Aware Speech Enhancement With Complex Wiener Filter. IEEE Access 11 (2023)
Huy Nguyen, Fabio Di Troia, Genya Ishigaki, Mark Stamp
Generative adversarial networks and image-based malware classification. J. Comput. Virol. Hacking Tech. 19 (4) (2023)
Linh Trinh, Phuong Pham, Hoang Trinh, Nguyen Bach, Dung Nguyen, Giang Nguyen, Huy Nguyen
PP4AV: A benchmarking Dataset for Privacy-preserving Autonomous Driving. WACV (2023)
Huy Nguyen, Kien Nguyen, Sridha Sridharan, Clinton Fookes
Aerial-Ground Person Re-ID. CoRR (2023)
Huy Nguyen, TrungTin Nguyen, Khai Nguyen, Nhat Ho
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts. CoRR (2023)
Dat Do, Huy Nguyen, Khai Nguyen, Nhat Ho
Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models. NeurIPS (2023)
Hasini Nakulugamuwa Gamage, Madhu Chetty, Suryani Lim, Jennifer Hallinan, Huy Nguyen
A Robust Ensemble Regression Model for Reconstructing Genetic Networks. IJCNN (2023)
Huy Nguyen, Prince Grover, Devashish Khatwani
OpportunityFinder: A Framework for Automated Causal Inference. CoRR (2023)
Nghia Chu, Binh Dao, Nga Pham, Huy Nguyen, Hien Tran
Predicting Performances of Mutual Funds using Deep Learning and Ensemble Techniques. CoRR (2022)
Huy Nguyen, Duc Hoang Tran, Van Linh Nguyen, Yeong Min Jang
Design and Implementation of Deep Learning for MIMO C-OOK Scheme-based Optical Camera Communication. ICTC (2022)
Dung Le, Huy Nguyen, Khai Nguyen, Trang Nguyen, Nhat Ho
Fast Approximation of the Generalized Sliced-Wasserstein Distance. CoRR (2022)
Huy Nguyen, Kai Li, Masashi Unoki
Automatic Mean Opinion Score Estimation with Temporal Modulation Features on Gammatone Filterbank for Speech Assessment. INTERSPEECH (2022)
Duc Hoang Tran, Van Linh Nguyen, Huy Nguyen, Yeong Min Jang
Short-term Solar Power Generation Forecasting using Edge AI. ICTC (2022)
Van Linh Nguyen, Duc Hoang Tran, Huy Nguyen, Yeong Min Jang
Human Activity Detection based on Infrared Array Sensor using Advanced Deep Learning Technique. ICTC (2022)
Huy Nguyen, Devashish Khatwani
Robust Product Classification with Instance-Dependent Noise. CoRR (2022)
Khai Nguyen, Tongzheng Ren, Huy Nguyen, Litu Rout, Tan Nguyen, Nhat Ho
Hierarchical Sliced Wasserstein Distance. CoRR (2022)
Ahm Shamsuzzoha, Timo Kankaanpaa, Huy Nguyen, Hoang Nguyen
Application of machine learning algorithm in the sheet metal industry: an exploratory case study. Int. J. Comput. Integr. Manuf. 35 (2) (2022)
Khang Le, Huy Nguyen, Khai Nguyen, Tung Pham, Nhat Ho
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity. AISTATS (2022)
Khang Le, Dung Q. Le, Huy Nguyen, Dat Do, Tung Pham, Nhat Ho
Entropic Gromov-Wasserstein between Gaussian Distributions. ICML (2022)
Huy Nguyen, Fabio Di Troia, Genya Ishigaki, Mark Stamp
Generative Adversarial Networks and Image-Based Malware Classification. CoRR (2022)
Thu Nguyen, Duy M. H. Nguyen, Huy Nguyen, Binh T. Nguyen, Bruce A. Wade
EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data. Inf. Sci. 567 (2021)
Khang Le, Huy Nguyen, Quang Nguyen, Nhat Ho, Tung Pham, Hung Bui
On Robust Optimal Transport: Computational Complexity, Low-rank Approximation, and Barycenter Computation. CoRR (2021)
Huy Nguyen, Yeong Min Jang
Design and Implementation of Rolling Shutter MIMO-OFDM scheme for Optical Camera Communication System. ICTC (2021)
Khang Le, Huy Nguyen, Quang Minh Nguyen, Tung Pham, Hung Bui, Nhat Ho
On Robust Optimal Transport: Computational Complexity and Barycenter Computation. NeurIPS (2021)
Viet Bui, Trung Pham, Huy Nguyen, Hoang Nhi Tran Gia, Tauheed Khan Mohd
Heterogeneous Computing and The Real-World Applications. UEMCON (2021)
Huy Nguyen, Vanhoa Nguyen, Cong Hoan Nguyen, Van Bui, Yeong Min Jang
Design and Implementation of 2D MIMO-Based Optical Camera Communication Using a Light-Emitting Diode Array for Long-Range Monitoring System. Sensors 21 (9) (2021)
Huy Nguyen, Yeong Min Jang
Design of MIMO C-OOK using Matched filter for Optical Camera Communication System. ICAIIC (2021)
Trung Le, Dat Do, Tuan Nguyen, Huy Nguyen, Hung Bui, Nhat Ho, Dinh Q. Phung
On Label Shift in Domain Adaptation via Wasserstein Distance. CoRR (2021)
Khang Le, Huy Nguyen, Tung Pham, Nhat Ho
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity. CoRR (2021)
Khang Le, Dung Le, Huy Nguyen, Dat Do, Tung Pham, Nhat Ho
Entropic Gromov-Wasserstein between Gaussian Distributions. CoRR (2021)
George Yin, Zhexin Wen, Hongjiang Qian, Huy Nguyen
Numerical Solutions for Optimal Control of Stochastic Kolmogorov Systems. J. Syst. Sci. Complex. 34 (5) (2021)
Trung Nguyen, Huy Nguyen, Khai Dang, Phuong Nguyen, Ha Pham, Anh Bui
Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm. ACIIDS (2021)
Van Bui, Van Hoa Nguyen, Huy Nguyen, Yeong Min Jang
Statistical Feature Extraction in Machine Fault Detection using Vibration Signal. ICTC (2020)
Matthew Jones, Huy Nguyen, Thy D. Nguyen
Fair k-Centers via Maximum Matching. ICML (2020)
Thu Nguyen, Duy M. H. Nguyen, Huy Nguyen, Binh T. Nguyen, Bruce A. Wade
EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data. CoRR (2020)
Hoan Nguyen, Huy Nguyen, Van Hoa Nguyen, Yeong Min Jang
Design and Implementation of AS-QL Scheme for LED Matrix based Optical Camera Communication. ICTC (2020)
Huy Nguyen, Tung Lam Pham, Hoan Nguyen, Van Hoa Nguyen, Yeong Min Jang
Rolling MIMO-OFDM for Optical Camera Communication System. ICAIIC (2020)
Van Hoa Nguyen, Minh Duc Thieu, Huy Nguyen, Yeong Min Jang
Design and Implementation of the MIMO-COOK Scheme Using an Image Sensor for Long-Range Communication. Sensors 20 (8) (2020)
Tung Lam Pham, Huy Nguyen, Hoan Nguyen, Van Hoa Nguyen, Van Bui, Yeong Min Jang
Object Detection Framework for High Mobility Vehicles Tracking in Night-Time. ICAIIC (2020)
Van Hoa Nguyen, Huy Nguyen, Cong Hoan Nguyen, Yeong Min Jang
OCC Technology-based Developing IoT Network. ICTC (2020)
Hoan Nguyen, Tung Lam Pham, Huy Nguyen, Yeong Min Jang
Trade-off Communication distance and Data rate of Rolling shutter OCC. ICUFN (2019)
Chun Wai Liew, Huy Nguyen
Using an Intelligent Tutoring System to Teach Red Black Trees. SIGCSE (2019)
Hoan Nguyen, Minh Duc Thieu, Huy Nguyen, Tung Lam Pham, Nam Tuan Le, Yeong Min Jang
Solution for Sampling Time Deviation in Decoding RoI-Signaling Waveform Using S2-PSK. ICAIIC (2019)
Tung Lam Pham, Trang Nguyen, Minh Duc Thieu, Huy Nguyen, Hoan Nguyen, Yeong Min Jang
An Artificial Intelligence-based Error Correction for Optical Camera Communication. ICUFN (2019)
Huy Nguyen, Nam Tuan Le, Pham Tung Lam, Nguyen Cong Hoan, ThanhLuan Vu, Minh Duc Thieu, Yeong Min Jang
The Next Generation Architecture of Low Power Wide Area Network for Energy Platform. ICUFN (2019)
Huy Nguyen, Minh Duc Thieu, Tung Lam Pham, Hoan Nguyen, Yeong Min Jang
The Impact of Camera Parameters on Optical Camera Communication. ICAIIC (2019)
Tung Lam Pham, Hoan Nguyen, Huy Nguyen, Van Bui, Van Hoa Nguyen, Yeong Min Jang
Low Power Wide Area Network Technologies for Smart Cities Applications. ICTC (2019)
Farah Nadeem, Huy Nguyen, Yang Liu, Mari Ostendorf
Automated Essay Scoring with Discourse-Aware Neural Models. BEA@ACL (2019)
Huy Nguyen, Nam Tuan Le, Tung Lam Pham, Yeong Min Jang
A new method for mitigation of mobility effect of SUN MR-OFDM in Fast Fading channel. ICTC (2019)
Han Cao, Binh T. Nguyen, Huy Nguyen, Thanh Pham, Lam Do
IPMLB: A Machine Learning Framework for Indoor Positioning Using Beacons. SoMeT (2019)
Huy Nguyen, Lei Chen, Ramon Prieto, Chuan Wang, Yang Liu
Liulishuo's System for the Spoken CALL Shared Task 2018. INTERSPEECH (2018)
Huy Nguyen, Chun Wai Liew
Using Student Logs to Build Bayesian Models of Student Knowledge and Skills. EDM (2018)
Eric Dodds, Huy Nguyen, Simao Herdade, Jack Culpepper, Andrew Kae, Pierre Garrigues
Learning Embeddings for Product Visual Search with Triplet Loss and Online Sampling. CoRR (2018)
Chun Wai Liew, Huy Nguyen
Determining What the Student Understands - Assessment in an Unscaffolded Environment. ITS (2018)
Huy Nguyen, Minh-Le Nguyen
A Deep Neural Architecture for Sentence-Level Sentiment Classification in Twitter Social Networking. PACLING (2017)
Chun Wai Liew, Huy Nguyen, Darren J. Norton
Assessing Student Answers to Balanced Tree Problems. AIED (2017)
Huy Nguyen, Minh-Le Nguyen
A Deep Neural Architecture for Sentence-level Sentiment Classification in Twitter Social Networking. CoRR (2017)
Warren Smith, Greg Kuperman, Michael Chan, Eric Morgan, Huy Nguyen, Nabil Schear, Bich Vu, Andrew J. Weinert, Matthew Weyant, Daniel Whisman
Cloud computing in tactical environments. MILCOM (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Huy Nguyen