Hung Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 117

Top Venues

University of Southampton, UK (PHD)

Education History

University of Southampton, UK

PHD

Publications

Hung Nguyen, Chanho Kim, Fuxin Li
Space-time recurrent memory network. Comput. Vis. Image Underst. 241 (2024)
Hung Nguyen, Pei-Yuan Wu, J. Morris Chang
Federated Learning for distribution skewed data using sample weights. CoRR (2024)
Hung Nguyen, J. Morris Chang
Synthetic Information towards Maximum Posterior Ratio for deep learning on Imbalanced Data. CoRR (2024)
Hung Nguyen, Chanho Kim, Rigved Naukarkar, Fuxin Li
Long-Term 3D Point Tracking By Cost Volume Fusion. CoRR (2024)
Hung Nguyen, Pei Yuan Wu, J. Morris Chang
Federated Learning for Distribution Skewed Data Using Sample Weights. IEEE Trans. Artif. Intell. 5 (6) (2024)
Tri M. Nguyen, Hien D. Nguyen, Hung Nguyen, Xuan-Hau Pham, Dung A. Tran
Multifaceted ECG Feature Extraction for AFIB Detection: Using Traditional Machine Learning Techniques. ACIIDS (1) (2024)
Hung Nguyen, J. Morris Chang
Synthetic Information Toward Maximum Posterior Ratio for Deep Learning on Imbalanced Data. IEEE Trans. Artif. Intell. 5 (6) (2024)
Thang Luong, Luan Dinh, Hung Nguyen, Linh H. Tran
Novel Hardware Implementation of Deduplicating Visually Identical JPEG Image Chunks. IEEE Access 12 (2024)
G. Dumindu Samaraweera, Hung Nguyen, Hadi Zanddizari, Behnam Zeinali, J. Morris Chang
Towards Implementing Energy-aware Data-driven Intelligence for Smart Health Applications on Mobile Platforms. CoRR (2023)
Trong-Thang Pham, Nhat Le, Tuong Do, Hung Nguyen, Erman Tjiputra, Quang D. Tran, Anh Nguyen
Style Transfer for 2D Talking Head Animation. CoRR (2023)
Anh Tuan Phu, Bo Li, Faheem Ullah, Tanvir Ul Huque, Ranesh Naha, Ali Babar, Hung Nguyen
Defending SDN against packet injection attacks using deep learning. CoRR (2023)
Hung Nguyen, Tan N. Nguyen, Minh Bui Vu, Thu-Ha Thi Pham, Anh-Tu Le, Miroslav Voznák
Security-Reliability Analysis in CR-NOMA IoT Network Under I/Q Imbalance. IEEE Access 11 (2023)
Hung Nguyen, Binh Nguyen, Hyung-Gohn Lee, Hyo-Sung Ahn
Encrypted Observer-based Control for Linear Continuous-Time Systems. CoRR (2023)
Hung Nguyen, Hang Le
Predicting Community Health Through Heterogeneous Social Networks. SN Comput. Sci. 4 (3) (2023)
Rudy Gunawan, Yvonne Tran, Jinchuan Zheng, Hung Nguyen, Rifai Chai
Implementing Natural Image Quality Evaluator for Performance Indicator on Noise Artefacts Recovery in CT Scan. EMBC (2023)
Jialin Yuan, Jay Patravali, Hung Nguyen, Chanho Kim, Fuxin Li
Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation. CoRR (2023)
Anh Tuan Phu, Bo Li, Faheem Ullah, Tanvir Ul Huque, Ranesh Naha, Muhammad Ali Babar, Hung Nguyen
Defending SDN against packet injection attacks using deep learning. Comput. Networks 234 (2023)
Tomo Asakura, Hung Nguyen, Nghia Truong, Nam Tuan Ly, Cuong Tuan Nguyen, Hiroshi Miyazawa, Yoichi Tsuchida, Takahiro Yamamoto, Masamitsu Ito, Toshihiko Horie, Fumiko Yasuno, Tsunenori Ishioka, Kokoro Kobayashi, Ikuko Shimizu, Masaki Nakagawa
Digitalizing educational workbooks and collecting handwritten answers for automatic scoring. iTextbooks@AIED (2023)
Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung Nguyen
Limited Query Graph Connectivity Test. CoRR (2023)
Hien D. Nguyen, Duc Truong, Sang Vu, Diem Nguyen, Hung Nguyen, Nha Thanh Tran
Knowledge Management for Information Querying System in Education via the Combination of Rela-Ops Model and Knowledge Graph. J. Cases Inf. Technol. 25 (1) (2023)
Hung Nguyen, Xuxue Sun, Qing Lu, Qiong Zhang, Mingyang Li
Bayesian heterogeneous degradation performance modeling with an unknown number of sub-populations. Qual. Reliab. Eng. Int. 39 (7) (2023)
Chuyen Luong, Hoan Pham, Hung Nguyen, Amrish Nair
Computing Electrode Contact Signal Quality for Non-Invasive Electrocardiography Signals in Fetal Heart Rate Monitoring. HealthCom (2023)
Thanh Duong, Quoc Luu, Hung Nguyen
Performance of Distributed File Systems on Cloud Computing Environment: An Evaluation for Small-File Problem. CoRR (2023)
Hung Nguyen, Nha Tran, Hien D. Nguyen, Loan Nguyen, Kazunori Kotani
KTFEv2: Multimodal Facial Emotion Database and its Analysis. IEEE Access 11 (2023)
Tue Cao, Nhat Tran, Le Nguyen, Hung Nguyen, Hieu Pham
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. SoICT (2023)
Langford B. White, Oskar Rynkiewicz, Duong Nguyen, Hung Nguyen
Bayesian Rationality in Satisfaction Games. CoRR (2023)
Ha Quang Thinh Ngo, Hung Nguyen, Thanh Phuong Nguyen
Fenceless Collision-Free Avoidance Driven by Visual Computation for an Intelligent Cyber-Physical System Employing Both Single- and Double-S Trajectory. IEEE Trans. Consumer Electron. 69 (3) (2023)
Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung Nguyen, Min Wang, Hussein A. Abbass
Characterization of Indicators for Adaptive Human-Swarm Teaming. Frontiers Robotics AI 9 (2022)
Thanh Phuong Nguyen, Hung Nguyen, Ha Quang Thinh Ngo
Planning the Emergency Collision Avoidance Strategy Based on Personal Zones for Safe Human-Machine Interaction in Smart Cyber-Physical System. Complex. 2022 (2022)
Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John C. Grundy, Hung Nguyen, Dinh Q. Phung
Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle. CoRR (2022)
Nhat Nguyen, Duong Nguyen, Junae Kim, Gianluca Rizzo, Hung Nguyen
Multi-Agent Data Collection in Non-Stationary Environments. WoWMoM (2022)
Mingyu Guo, Max Ward, Aneta Neumann, Frank Neumann, Hung Nguyen
Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs. CoRR (2022)
Hung Nguyen, Thu Ngan Dao, Ngoc Son Pham, Tran Long Dang, Trung Dung Nguyen, Thu Huong Truong
An Accurate Viewport Estimation Method for 360 Video Streaming using Deep Learning. EAI Endorsed Trans. Ind. Networks Intell. Syst. 9 (4) (2022)
Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung Nguyen
Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs. AAAI (2022)
Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John C. Grundy, Hung Nguyen, Seyit Camtepe, Paul Quirk, Dinh Q. Phung
An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability. CoRR (2022)
Duc Tran, Ha Nguyen, Hung Nguyen, Tin Nguyen
DWEN: A novel method for accurate estimation of cell type compositions from bulk data samples. KSE (2022)
Diksha Goel, Max Ward, Aneta Neumann, Frank Neumann, Hung Nguyen, Mingyu Guo
Defending Active Directory by Combining Neural Network based Dynamic Program and Evolutionary Diversity Optimisation. CoRR (2022)
Hung Vuong, Hung Nguyen, Linh H. Tran
A Design of Parallel Content-Defined Chunking System Using Non-Hashing Algorithms on FPGA. IEEE Access 10 (2022)
Hung Nguyen, Francesco Lomio, Fabiano Pecorelli, Valentina Lenarduzzi
PANDORA: Continuous Mining Software Repository and Dataset Generation. SANER (2022)
Diksha Goel, Max Hector Ward-Graham, Aneta Neumann, Frank Neumann, Hung Nguyen, Mingyu Guo
Defending active directory by combining neural network based dynamic program and evolutionary diversity optimisation. GECCO (2022)
Phong X. Nguyen, Hung Q. Cao, Khang V. T. Nguyen, Hung Nguyen, Takehisa Yairi
SeCAM: Tightly Accelerate the Image Explanation via Region-Based Segmentation. IEICE Trans. Inf. Syst. (8) (2022)
Hung Nguyen, Noha Abdel-Mottaleb, Shihab Uddin, Qiong Zhang, Qing Lu, He Zhang, Mingyang Li
Joint maintenance planning of deteriorating co-located road and water infrastructures with interdependencies. Reliab. Eng. Syst. Saf. 226 (2022)
Mina Aghaei Dinani, Adrian Holzer, Hung Nguyen, Marco Ajmone Marsan, Gianluca Rizzo
Vehicle Position Nowcasting with Gossip Learning. WCNC (2022)
Thanh Nguyen, Duy Van Nguyen, Hung Nguyen, Braiden Tong, Canh-Dung Tran, Hidetoshi Takahashi, Van Thanh Dau, Nam-Trung Nguyen, Dzung Viet Dao, Toan Dinh
Light harvesting self-powered strain sensor using 3C-SiC/Si heterostructure. IEEE SENSORS (2022)
Hung Nguyen, Thanh Nguyen, Duy Van Nguyen, Hoang-Phuong Phan, Nam-Trung Nguyen, Dzung Dao, John Bell, Toan Dinh
Thermo-phototronic Effect for Self-Powered Photodetector using n-3C-SiC/p-Si Heterostructure. IEEE SENSORS (2022)
Hong-Quan Nguyen, Abu Riduan Md Foisal, Thanh Nguyen, Hung Nguyen, Trung Hieu Vu, Jarred Fastier-Wooller, Sadegh Aberoumand, Van Thanh Dau, Hoang-Phuong Phan, Dzung Viet Dao
Rapid Fabrication of High-responsivity Photodetectors Utilizing AlGaN/GaN on Sapphire. IEEE SENSORS (2021)
Hung Nguyen, Fuxin Li
Space Time Recurrent Memory Network. CoRR (2021)
Hung Nguyen, George Onofrei, Dothang Truong
Supply chain communication and cultural compatibility: performance implications in the global manufacturing industry. Bus. Process. Manag. J. 27 (1) (2021)
Hung Nguyen, Duc Tran, Jonathan M. Galazka, Sylvain V. Costes, Afshin Beheshti, Juli Petereit, Sorin Draghici, Tin Nguyen
CPA: a web-based platform for consensus pathway analysis and interactive visualization. Nucleic Acids Res. 49 (Webserver-Issue) (2021)
Dacosta Yeboah, Hung Nguyen, Daniel B. Hier, Gayla R. Olbricht, Tayo Obafemi-Ajayi
A deep learning model to predict traumatic brain injury severity and outcome from MR images. CIBCB (2021)
Hung Nguyen, Minh Nguyen, Long Pham, Jennifer Adorno Nieves
Compressive Features in Offline Reinforcement Learning for Recommender Systems. CoRR (2021)
Hung Nguyen, J. Morris Chang
Complementary Ensemble Learning. CoRR (2021)
Hung Nguyen, Duc Tran, Bang Tran, Bahadir Pehlivan, Tin Nguyen
A comprehensive survey of regulatory network inference methods using single cell RNA sequencing data. Briefings Bioinform. 22 (3) (2021)
Ameer Shakayb Arsalaan, Hung Nguyen, Andrew Coyle, Mah-Rukh Fida
Quality of information with minimum requirements for emergency communications. Ad Hoc Networks 111 (2021)
Nathan Thom, Hung Nguyen, Emily M. Hand
Consensus Subspace Clustering. ICTAI (2021)
Pablo Guzman, Toan Dinh, Thanh Nguyen, Van Thanh Dau, Abu Riduan Md Foisal, Hung Nguyen, Hieu Vu, Tuan-Khoa Nguyen, Hoang-Phuong Phan, Huaizhong Li, Nam-Trung Nguyen, Dzung Viet Dao
Seebeck coefficient in SiC/Si heterojunction for self-powered thermal sensor. IEEE SENSORS (2021)
Tuong Le, Thanh-Long Nguyen, Bao Huynh, Hung Nguyen, Tzung-Pei Hong, Václav Snásel
Mining colossal patterns with length constraints. Appl. Intell. 51 (12) (2021)
Duc Tran, Hung Nguyen, Frederick C. Harris, Tin Nguyen
Single-cell RNA sequencing data imputation using similarity preserving network. KSE (2021)
Thanh Nguyen, Toan Dinh, Van Thanh Dau, Abu Riduan Md Foisal, Hung Nguyen, Hieu Vu, Tuan Anh Pham, Canh-Dung Tran, Tuan-Khoa Nguyen, Hoang-Phuong Phan, Nam-Trung Nguyen, Dzung Viet Dao
Ultrasensitive strain sensor enhanced by Bonded Light Emitting Diodes. IEEE SENSORS (2021)
Mina Aghaei Dinani, Adrian Holzer, Hung Nguyen, Marco Ajmone Marsan, Gianluca Rizzo
Gossip Learning of Personalized Models for Vehicle Trajectory Prediction. WCNC Workshops (2021)
Huu-Vinh Nguyen, Hung Nguyen, Kim Hung Le, Minh Tien Cao, Qui-Thoi Le, Ngoc-Tuan Tran
Application Firefly Algorithm for Improvement STATCOM Controller to Enhance the Stability in a Grid Connected to Wind Power. ICSSE (2021)
Nishith Shivakumar Shagle, Thanh Nguyen, Trung-Hieu Vu, Hung Nguyen, Hoang-Phuong Phan, Van Thanh Dau, Pingan Song, Hao Wang, Nam-Trung Nguyen, Dzung Dao, Toan Dinh
Design and fabrication of paper-based stretchable sensor for respiration monitoring. IEEE SENSORS (2021)
Hung Nguyen, Thin Nguyen, Duc Thanh Nguyen
A graph-based approach for population health analysis using Geo-tagged tweets. Multim. Tools Appl. 80 (5) (2021)
Ameer Shakayb Arsalaan, Hung Nguyen, Mah-Rukh Fida
Impact of Bushfire Dynamics on the Performance of MANETs. WONS (2021)
Minh Pham, Hung Nguyen, Long Dang, Jennifer Adorno Nieves
Compressive Features in Offline Reinforcement Learning for Recommender Systems. IEEE BigData (2021)
Hung Nguyen, Duc Long Pham, Mau Hien Doan, Thi Thanh Sang Nguyen, Duc Anh Vu Dinh, Adrianna Kozierkiewicz
Reinforcement Learning for Optimizing Wi-Fi Access Channel Selection. ICCCI (CCIS Volume) (2021)
Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung Nguyen
Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs. CoRR (2021)
Hung Nguyen, Kiplimo Yego, Christos Sioutis
BGP based Software Defined Networks for Resilient Combat Cloud. MilCIS (2020)
Gustavo Didier, Hung Nguyen
Asymptotic Analysis of the Mean Squared Displacement under Fractional Memory Kernels. SIAM J. Math. Anal. 52 (4) (2020)
Hung Nguyen, Bang Tran, Duc Tran, Quang-Huy Nguyen, Duc-Hau Le, Tin Nguyen
Disease subtyping using community detection from consensus networks. KSE (2020)
Ha Quang Thinh Ngo, Thanh Phuong Nguyen, Hung Nguyen
A Novel Development to Control Multifunctional WMR for Delivery Task in Warehouse. ACOMP (2020)
Mina Aghaei Dinani, Adrian Holzer, Hung Nguyen, Marco Ajmone Marsan, Gianluca Rizzo
Poster: Mobile Gossip Learning for Trajectory Prediction. VNC (2020)
Hung Nguyen, Jay Patravali, Fuxin Li, Alan Fern
Learning Intuitive Physics by Explaining Surprise. CVPR Workshops (2020)
Tung Nguyen, Jing Liu, Hung Nguyen, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding. IJCNN (2020)
Hang Le, Hung Nguyen
On the Use of Textual and Visual Data from Online Social Networks for Predicting Community Health. ACOMP (2020)
Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Hung Nguyen, Duc Thanh Nguyen, John Yearwood, Dinh Quoc Phung, Svetha Venkatesh, Helen Christensen
Using spatiotemporal distribution of geocoded Twitter data to predict US county-level health indices. Future Gener. Comput. Syst. 110 (2020)
Hung Nguyen, Di Zhuang, Pei-Yuan Wu, J. Morris Chang
AutoGAN-based dimension reduction for privacy preservation. Neurocomputing 384 (2020)
Gaetano Manzo, Sebastian Otálora, Marco Ajmone Marsan, Torsten Braun, Hung Nguyen, Gianluca Rizzo
DeepFloat: Resource-Efficient Dynamic Management of Vehicular Floating Content. CoRR (2019)
Hung Nguyen, Sushil J. Louis, Tin Nguyen
MGKA: A genetic algorithm-based clustering technique for genomic data. CEC (2019)
Hung Nguyen, Phuc Thai, My T. Thai, Tam Vu, Thang N. Dinh
Approximate k-Cover in Hypergraphs: Efficient Algorithms, and Applications. CoRR (2019)
Gaetano Manzo, Sebastian Otálora, Torsten Braun, Marco Ajmone Marsan, Gianluca Rizzo, Hung Nguyen
DeepFloat: Resource-Efficient Dynamic Management of Vehicular Floating Content. ITC (2019)
Ha Quang Thinh Ngo, Thanh Phuong Nguyen, Hung Nguyen
Hardware Design for Intelligent IoT Approach to Optimize Parking Slots. ACOMP (2019)
Hung Nguyen, Thin Nguyen, Duc Thanh Nguyen
An empirical study on prediction of population health through social media. J. Biomed. Informatics 99 (2019)
Bang Tran, Duc Tran, Hung Nguyen, Nam Sy Vo, Tin Nguyen
RIA: a novel Regression-based Imputation Approach for single-cell RNA sequencing. KSE (2019)
Hung Nguyen, Duc Thanh Nguyen, Thin Nguyen
SPDF: Set Probabilistic Distance Features for Prediction of Population Health Outcomes via Social Media. AusDM (2019)
Hung Nguyen, Di Zhuang, Pei-Yuan Wu, J. Morris Chang
AutoGAN-based Dimension Reduction for Privacy Preservation. CoRR (2019)
Hung Nguyen, Sangam Shrestha, Sorin Draghici, Tin Nguyen
PINSPlus: a tool for tumor subtype discovery in integrated genomic data. Bioinform. 35 (16) (2019)
Quang Thinh Truong, Ngo Ha Quang Thinh, Thanh Phuong Nguyen, Hung Nguyen, Wonho Kim
A Novel Infrastructure Design of Industrial Autonomous System. Int. J. Fuzzy Log. Intell. Syst. 19 (2) (2019)
Ha Quang Thinh Ngo, Thanh Phuong Nguyen, Hung Nguyen
An Investigation of System Architecture for Autonomous Vehicle: Modeling and Simulation. ACOMP (2019)
Thien Pham, Jeremy McMahon, Hung Nguyen
Enabling Heterogeneous 5G Simulations with SDN Adapters. TRIDENTCOM (2019)
Ha Quang Thanh Ngo, Thanh Phuong Nguyen, Hung Nguyen, Ha Quang Thinh Ngo
An Innovative Hardware Bridging Between Education and Industry. ICCSE (2019)
Hung Nguyen, Duc Thanh Nguyen, Thin Nguyen
Estimating County Health Indices Using Graph Neural Networks. AusDM (2019)
Ameer Shakayb Arsalaan, Hung Nguyen, Andrew Coyle
Evaluating the Performance of QoI Algorithms in Realistic MANETs. ITNAC (2018)
Yang Wang, Hung Nguyen, Chaoyang Li
On the RSA Problem in SLICE Networks: A Novel Relaxation and Decomposition Approach. ICCCN (2018)
Ha Anh Minh Tran, Ha Quang Thinh Ngo, Thanh Phuong Nguyen, Hung Nguyen
Develop of AGV Platform to Support The Arrangement of Cargo in Storehouse. ICAC (2018)
Brian Marks, Nina Hees, Hung Nguyen, Tin Nguyen
MIA: Multi-cohort Integrated Analysis for Biomarker Identification. BCB (2018)
Andrew Coyle, Hung Nguyen, Peter Boyd, Gregory Judd
Improving the Performance of Land Tactical Digital Networks Using Measures of Network Capacity. MilCIS (2018)
Hung Nguyen, Van Nguyen, Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Duc Thanh Nguyen, Trung Le, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen
Jointly Predicting Affective and Mental Health Scores Using Deep Neural Networks of Visual Cues on the Web. WISE (2) (2018)
Thu Nguyen, Khang Tran, Hung Nguyen
Towards Thermal Region of Interest for Human Emotion Estimation. KSE (2018)
Yang Wang, Hung Nguyen, Chaoyang Li
Resolving Routing and Spectrum Allocation with Optimal Revenue Problem in Spectrum-Sliced Elastic Optical Path Networks. Sarnoff Symposium (2018)

Hung Nguyen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hung Nguyen