Son Nguyen

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 72

Top Topics

Sas Enterprise Miner

Variational Inference

Fault Localization

Top Venues

Publications

Son Nguyen, Thinh Nguyen, Khoa D. Doan, Kok-Seng Wong
Venomancer: Towards Imperceptible and Target-on-Demand Backdoor Attacks in Federated Learning. CoRR (2024)
Thanh Trong Vu, Tuan-Dung Bui, Thanh-Dat Do, Thu-Trang Nguyen, Hieu Dinh Vo, Son Nguyen
Automated Description Generation for Software Patches. CoRR (2024)
Son Nguyen, Thu-Trang Nguyen, Thanh Trong Vu, Thanh-Dat Do, Kien-Tuan Ngo, Hieu Dinh Vo
Code-centric learning-based just-in-time vulnerability detection. J. Syst. Softw. 214 (2024)
Thu-Trang Nguyen, Thanh Trong Vu, Hieu Dinh Vo, Son Nguyen
An Empirical Study on Capability of Large Language Models in Understanding Code Semantics. CoRR (2024)
Jiahui Gao, Son Nguyen, Ni Trieu
Toward A Practical Multi-party Private Set Union. Proc. Priv. Enhancing Technol. 2024 (4) (2024)
Judy Hsin-Hui Chiang, Anh Trong Nam Hoang, Matthew Kendall, Ryan Lynch, Son Nguyen, Benjamin Przybocki, Janabel Xia
Bender-Knuth involutions on linear extensions of posets. Discret. Math. 347 (9) (2024)
Son Nguyen, Lizhang Chen, Bo Liu, Qiang Liu
H-Fac: Memory-Efficient Optimization with Factorized Hamiltonian Descent. CoRR (2024)
Son Nguyen, Thanh Trong Vu, Hieu Dinh Vo
VFFINDER: A Graph-Based Approach for Automated Silent Vulnerability-Fix Identification. KSE (2023)
Jiahui Gao, Son Nguyen, Ni Trieu
Toward A Practical Multi-party Private Set Union. IACR Cryptol. ePrint Arch. 2023 (2023)
Son Nguyen, Cuong Tran Manh, Trung Kien Tran, Tan M. Nguyen, Thu-Trang Nguyen, Kien-Tuan Ngo, Hieu Dinh Vo
ARist: An effective API argument recommendation approach. J. Syst. Softw. 204 (2023)
Son Nguyen, Thu-Trang Nguyen, Thanh Trong Vu, Thanh-Dat Do, Kien-Tuan Ngo, Hieu Dinh Vo
Code-centric Learning-based Just-In-Time Vulnerability Detection. CoRR (2023)
Son Nguyen, Cuong Tran Manh, Kien T. Tran, Tan M. Nguyen, Thu-Trang Nguyen, Kien-Tuan Ngo, Hieu Dinh Vo
ARIST: An Effective API Argument Recommendation Approach. CoRR (2023)
Adam Wang, Son Nguyen, Albert Montillo
Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data. CoRR (2023)
Son Nguyen, Thanh Trong Vu, Hieu Dinh Vo
VFFINDER: A Graph-based Approach for Automated Silent Vulnerability-Fix Identification. CoRR (2023)
Thu-Trang Nguyen, Kien-Tuan Ngo, Son Nguyen, Hieu Dinh Vo
Detecting false-passing products and mitigating their impact on variability fault localization in software product lines. Inf. Softw. Technol. 153 (2023)
Hieu Dinh Vo, Son Nguyen
Can an old fashioned feature extraction and a light-weight model improve vulnerability type identification performance? Inf. Softw. Technol. 164 (2023)
Hieu Dinh Vo, Son Nguyen
Can An Old Fashioned Feature Extraction and A Light-weight Model Improve Vulnerability Type Identification Performance? CoRR (2023)
Hieu Dinh Vo, Thanh Trong Vu, Son Nguyen
Silent Vulnerability-fixing Commit Identification Based on Graph Neural Networks. CoRR (2023)
Son Nguyen, Mikel Lainsa, Hung Dao, Daeyoung Kim, Giang Nguyen
Instance Segmentation under Occlusions via Location-aware Copy-Paste Data Augmentation. CoRR (2023)
Takeshi Nogami, Oleg Gluschenkov, Yasir Sulehria, Son Nguyen, Brown Peethala, Huai Huang, Hosadurga Shobha, Nick Lanzillo, Raghuveer Patlolla, Devika Sil, Andrew Simon, Daniel Edelstein, Nelson Felix, Junjun Liu, Toshiyuki Tabata, Fulvio Mazzamuto, Sebastien Halty, Fabien Rozé, Yasutoshi Okuno, Akira Uedono
Advanced BEOL Materials, Processes, and Integration to Reduce Line Resistance of Damascene Cu, Co, and Subtractive Ru Interconnects. VLSI Technology and Circuits (2022)
Hoan Anh Nguyen, Hung Dang Phan, Syeda Khairunnesa Samantha, Son Nguyen, Aashish Yadavally, Shaohua Wang, Hridesh Rajan, Tien N. Nguyen
A Hybrid Approach for Inference between Behavioral Exception API Documentation and Implementations, and Its Applications. ASE (2022)
Ha Nguyen, Hoang Pham, Son Nguyen, Ngo Van Linh, Khoat Than
Adaptive infinite dropout for noisy and sparse data streams. Mach. Learn. 111 (8) (2022)
Thu-Trang Nguyen, Kien-Tuan Ngo, Son Nguyen, Hieu Dinh Vo
A Variability Fault Localization Approach for Software Product Lines. IEEE Trans. Software Eng. 48 (10) (2022)
Hoang Phan, Anh Phan Tuan, Son Nguyen, Ngo Van Linh, Khoat Than
Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation. PAKDD (1) (2022)
Chuong Nguyen, Ngoc Nguyen, Su Huynh, Vinh Nguyen, Son Nguyen
Learning Generalized Feature for Temporal Action Detection: Application for Natural Driving Action Recognition Challenge. CVPR Workshops (2022)
Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani
TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction. CoRR (2022)
Shumpei Inoue, Tsungwei Liu, Son Nguyen, Minh-Tien Nguyen
Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation. NAACL-HLT (2022)
Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani
TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction. ITSC (2022)
Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani
IoT Data Discovery: Routing Table and Summarization Techniques. CoRR (2022)
Duong Nguyen, Nam Cao, Son Nguyen, Son Ta, Cuong Dinh
MFinBERT: Multilingual Pretrained Language Model For Financial Domain. KSE (2022)
Saketh Reddy Karra, Son Nguyen, Theja Tulabandhula
AI Personification: Estimating the Personality of Language Models. CoRR (2022)
Kien-Tuan Ngo, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo
Variability fault localization: a benchmark. SPLC (A) (2021)
Son Nguyen, Peggy Shu-Ling Chen, Yuquan Du, Vinh V. Thai
An Operational Risk Analysis Model for Container Shipping Systems considering Uncertainty Quantification. Reliab. Eng. Syst. Saf. 209 (2021)
Son Nguyen, Galahad Wernsing, Alexander M. Wyglinski
Novel Bluetooth Sniffer Test-Bed for Analyzing Real World Networks. IEEE Access 9 (2021)
Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani
Into Summarization Techniques for IoT Data Discovery Routing. CLOUD (2021)
Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani
Into Summarization Techniques for IoT Data Discovery Routing. CoRR (2021)
Son Nguyen, Michael T. Manry
Balanced Gradient Training of Feed Forward Networks. Neural Process. Lett. 53 (3) (2021)
Kuldeep S. Gill, Son Nguyen, Myo M. Thein, Alexander M. Wyglinski
Three-Way Deep Neural Network for Radio Frequency Map Generation and Source Localization. CoRR (2021)
Tran Manh Cuong, Trung Kien Tran, Tan M. Nguyen, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo
API parameter recommendation based on language model and program analysis. APSEC (2021)
Son Nguyen, Duong Nguyen, Khai Nguyen, Nhat Ho, Khoat Than, Hung Bui
Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout. CoRR (2021)
Khai Nguyen, Son Nguyen, Nhat Ho, Tung Pham, Hung Bui
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein. ICLR (2021)
Son Nguyen, Duong Nguyen, Khai Nguyen, Khoat Than, Hung Bui, Nhat Ho
Structured Dropout Variational Inference for Bayesian Neural Networks. NeurIPS (2021)
Thu-Trang Nguyen, Kien-Tuan Ngo, Son Nguyen, Hieu Dinh Vo
A Variability Fault Localization Approach for Software Product Lines. CoRR (2021)
Kien-Tuan Ngo, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo
Variability Fault Localization: A Benchmark. CoRR (2021)
Son Nguyen, Ozgur Oguz, Valentin N. Hartmann, Marc Toussaint
Self-Supervised Learning of Scene-Graph Representations for Robotic Sequential Manipulation Planning. CoRL (2020)
Hoang-Dung Bui, Son Nguyen, Umme Hafsa Billah, Chuong Le, Alireza Tavakkoli, Hung M. La
Control Framework for a Hybrid-steel Bridge Inspection Robot. IROS (2020)
Son Nguyen, Hung Phan, Trinh Le, Tien N. Nguyen
Suggesting natural method names to check name consistencies. ICSE (2020)
Kanishka Tyagi, Son Nguyen, Rohit Rawat, Michael T. Manry
Second Order Training and Sizing for the Multilayer Perceptron. Neural Process. Lett. 51 (1) (2020)
Tru Cao, Chau Vo, Son Nguyen, Atsushi Inoue, Duanning Zhou
-Means-Based Method and Attribute Selections for Diabetes Diagnosis. J. Adv. Comput. Intell. Intell. Informatics 24 (1) (2020)
Khai Nguyen, Son Nguyen, Nhat Ho, Tung Pham, Hung Bui
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein. CoRR (2020)
Hoang-Dung Bui, Son Nguyen, Umme Hafsa Billah, Chuong Le, Alireza Tavakkoli, Hung M. La
Control Framework for a Hybrid-steel Bridge Inspection Robot. CoRR (2020)
Son Nguyen, Dogan Polat, Paniz Karbasi, Daniel Moser, Liqiang Wang, Keith Hulsey, Murat Can Çobanoglu, Basak Dogan, Albert Montillo
Preoperative Prediction of Lymph Node Metastasis from Clinical DCE MRI of the Primary Breast Tumor Using a 4D CNN. MICCAI (2) (2020)
Hieu Tran, Ngoc M. Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen
Recovering Variable Names for Minified Code with Usage Contexts. CoRR (2019)
Hieu Tran, Ngoc M. Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen
Recovering variable names for minified code with usage contexts. ICSE (2019)
Tang Nguyen, Long Vuong, Son Nguyen, Cam Pham, Tu Nguyen
Uniform Randomization for Block Double Validation. ICBCT (2019)
Hoan Anh Nguyen, Tien N. Nguyen, Danny Dig, Son Nguyen, Hieu Tran, Michael Hilton
Graph-based mining of in-the-wild, fine-grained, semantic code change patterns. ICSE (2019)
Ngoc M. Tran, Hieu Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen
Does BLEU score work for code migration? ICPC (2019)
Son Nguyen, Alicia T. Lamere, Alan Olinsky, John T. Quinn
The Effects of Sampling Methods on Machine Learning Models for Predicting Long-term Length of Stay: A Case Study of Rhode Island Hospitals. Int. J. Rough Sets Data Anal. 6 (3) (2019)
Son Nguyen, Hoan Nguyen, Ngoc M. Tran, Hieu Tran, Tien N. Nguyen
Feature-Interaction Aware Configuration Prioritization for Configurable Code. CoRR (2019)
Son Nguyen, Hoan Nguyen, Ngoc M. Tran, Hieu Tran, Tien N. Nguyen
Feature-Interaction Aware Configuration Prioritization for Configurable Code. ASE (2019)
Son Nguyen
Configuration-dependent fault localization. ICSE (Companion Volume) (2019)
Son Nguyen, Bao Ngo, Chau Vo, Tru Cao
Hot Topic Detection on Twitter Data Streams with Incremental Clustering Using Named Entities and Central Centroids. RIVF (2019)
Ngoc M. Tran, Hieu Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen
Does BLEU Score Work for Code Migration? CoRR (2019)
Son Nguyen
Configuration-dependent Fault Localization. CoRR (2019)
Son Nguyen, Alan Olinsky, John T. Quinn, Phyllis A. Schumacher
Predictive Modeling for Imbalanced Big Data in SAS Enterprise Miner and R. Int. J. Fog Comput. 1 (2) (2018)
Son Nguyen
Feature-interaction aware configuration prioritization. ESEC/SIGSOFT FSE (2018)
Kuldeep S. Gill, Kyle W. McClintick, Nivetha Kanthasamy, Jefferey Tolbert, Duong Nguyen, Son Nguyen, Galahad Wernsing, Valerie Moore, Ian Gelman, Alexander O'Neil, Nicholas Schubert, Corey Coogan, Krysta Murdy, Brian Mahan, Sylvester Halama, Kevin N. Heath, Elizabeth F. Ryder, Robert J. Gegear, Alexander M. Wyglinski
Experimental Test-Bed for Bumblebee-Inspired Channel Selection in an Ad-Hoc Network. VTC Fall (2018)
Muntasir Raihan Rahman, Lewis Tseng, Son Nguyen, Indranil Gupta, Nitin H. Vaidya
Characterizing and Adapting the Consistency-Latency Tradeoff in Distributed Key-Value Stores. ACM Trans. Auton. Adapt. Syst. 11 (4) (2017)
Si Liu, Jatin Ganhotra, Muntasir Raihan Rahman, Son Nguyen, Indranil Gupta, José Meseguer
Quantitative Analysis of Consistency in NoSQL Key-Value Stores. Leibniz Trans. Embed. Syst. 4 (1) (2017)
Parastoo Kheirkhah, Kanishka Tyagi, Son Nguyen, Michael T. Manry
Structural adaptation for sparsely connected MLP using Newton's method. IJCNN (2017)
Son Nguyen, Kanishka Tyagi, Parastoo Kheirkhah, Michael T. Manry
Partially affine invariant back propagation. IJCNN (2016)
Soumitro Swapan Auddy, Kanishka Tyagi, Son Nguyen, Michael T. Manry
Discriminant vector tranformations in neural network classifiers. IJCNN (2016)
Son Nguyen, Quoc Ho, Minh Nguyen
JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts. CoNLL Shared Task (2015)
Muntasir Raihan Rahman, Lewis Tseng, Son Nguyen, Indranil Gupta, Nitin H. Vaidya
Characterizing and Adapting the Consistency-Latency Tradeoff in Distributed Key-value Stores. CoRR (2015)
Si Liu, Son Nguyen, Jatin Ganhotra, Muntasir Raihan Rahman, Indranil Gupta, José Meseguer
Quantitative Analysis of Consistency in NoSQL Key-Value Stores. QEST (2015)
Rafael S. Costa, Son Nguyen, András Hartmann, Susana Vinga
Exploring the Cellular Objective in Flux Balance Constraint-Based Models. CMSB (2014)
Marina Danilevsky, Chi Wang, Fangbo Tao, Son Nguyen, Gong Chen, Nihit Desai, Lidan Wang, Jiawei Han
AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data. KDD (2013)
Thomas G. Pratt, Brett T. Walkenhorst, Son Nguyen
Adaptive polarization transmission of OFDM signals in channels with polarization mode dispersion and polarization-dependent loss. IEEE Trans. Wirel. Commun. 8 (7) (2009)
Alenka G. Zajic, Gordon L. Stüber, Thomas G. Pratt, Son Nguyen
Wideband MIMO Mobile-to-Mobile Channels: Geometry-Based Statistical Modeling With Experimental Verification. IEEE Trans. Veh. Technol. 58 (2) (2009)
Alenka G. Zajic, Gordon L. Stüber, Thomas G. Pratt, Son Nguyen
Envelope Level Crossing Rate and Average Fade Duration in Mobile-To-Mobile Fading Channels. ICC (2008)
Thomas G. Pratt, R. Srinivasan, Son Nguyen
Input-to-output cross polarization discrimination (IOXPD) dispersion model for mobile-to-mobile LOS wireless communications MIMO channels. WTS (2008)
Alenka G. Zajic, Gordon L. Stüber, Thomas G. Pratt, Son Nguyen
Statistical modeling and experimental verification of wideband MIMO mobile-to-mobile channels in highway environments. PIMRC (2008)
Alenka G. Zajic, Gordon L. Stüber, Thomas G. Pratt, Son Nguyen
Statistical modelling and experimental verification for wideband MIMO mobile-to-mobile channels in urban environments. ICT (2008)
Robert Akl, Son Nguyen
UMTS Capacity and Throughput Maximization for Different Spreading Factors. J. Networks 1 (3) (2006)
Robert Akl, Son Nguyen
Capacity allocation in multi-cell umts networks for different spreading factors with perfect and imperfect power control. CCNC (2006)
Grit Denker, Son Nguyen, Andrew Ton
OWL-S Semantics of Security Web Services: a Case Study. ESWS (2004)
Aurangzeb Khan, Kaushik Patel, Amit Aurora, Adnan Raza, Bidyut Parruck, Anandarup Bagchi, Abijit Ghosh, Boris Litinsky, Eric Hong, Eric Zhao, Jeremy Ngo, Kenson Ko, Leena Singh, Pavel Arnaudov, Peter Wu, Rama Ramakrishnan, Rami Zecharia, Shankar Channabasappa, Suril Kumar, Sanjay Wattal, Tony Wang, Uday Joshi, Zohar Golan, Zunning Luo, Duc-Ngoc Le, Irfan Ahmed, Frederick Chiu, King Y. Chow, Hiroyuki Furuzono, David Ge, Min Li, Martin Mueller, Son Nguyen, Trung Nguyen, Jean Saito, John Shen, Antonio Todesco, Allen Tsou, Demin Wang, Steven Yang, John Yu, Xia Zhong
Design and development of the first single-chip full-duplex OC48 traffic manager and ATM SAR SoC. CICC (2003)
Xiaojing Huang, Yunxin Li, Son Nguyen
Sample rate conversion by trapezoidal interpolation for software defined radio. PIMRC (2003)