Son Nguyen

Orcid: 0000-0002-9637-7624

According to our database1, Son Nguyen authored at least 73 papers between 2003 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Automated description generation for software patches.
Inf. Softw. Technol., 2025

2024
Toward A Practical Multi-party Private Set Union.
Proc. Priv. Enhancing Technol., 2024

Code-centric learning-based just-in-time vulnerability detection.
J. Syst. Softw., 2024

Bender-Knuth involutions on linear extensions of posets.
Discret. Math., 2024

RAMBO: Enhancing RAG-based Repository-Level Method Body Completion.
CoRR, 2024

An Empirical Study on Capability of Large Language Models in Understanding Code Semantics.
CoRR, 2024

Venomancer: Towards Imperceptible and Target-on-Demand Backdoor Attacks in Federated Learning.
CoRR, 2024

H-Fac: Memory-Efficient Optimization with Factorized Hamiltonian Descent.
CoRR, 2024


2023
Can an old fashioned feature extraction and a light-weight model improve vulnerability type identification performance?
Inf. Softw. Technol., December, 2023

ARist: An effective API argument recommendation approach.
J. Syst. Softw., October, 2023

Detecting false-passing products and mitigating their impact on variability fault localization in software product lines.
Inf. Softw. Technol., 2023

Instance Segmentation under Occlusions via Location-aware Copy-Paste Data Augmentation.
CoRR, 2023

Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data.
CoRR, 2023

Silent Vulnerability-fixing Commit Identification Based on Graph Neural Networks.
CoRR, 2023

VFFINDER: A Graph-Based Approach for Automated Silent Vulnerability-Fix Identification.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

2022
A Variability Fault Localization Approach for Software Product Lines.
IEEE Trans. Software Eng., 2022

Adaptive infinite dropout for noisy and sparse data streams.
Mach. Learn., 2022

AI Personification: Estimating the Personality of Language Models.
CoRR, 2022

IoT Data Discovery: Routing Table and Summarization Techniques.
CoRR, 2022

Advanced BEOL Materials, Processes, and Integration to Reduce Line Resistance of Damascene Cu, Co, and Subtractive Ru Interconnects.
Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

MFinBERT: Multilingual Pretrained Language Model For Financial Domain.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

A Hybrid Approach for Inference between Behavioral Exception API Documentation and Implementations, and Its Applications.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Learning Generalized Feature for Temporal Action Detection: Application for Natural Driving Action Recognition Challenge.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
An Operational Risk Analysis Model for Container Shipping Systems considering Uncertainty Quantification.
Reliab. Eng. Syst. Saf., 2021

Balanced Gradient Training of Feed Forward Networks.
Neural Process. Lett., 2021

Three-Way Deep Neural Network for Radio Frequency Map Generation and Source Localization.
CoRR, 2021

Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout.
CoRR, 2021

Novel Bluetooth Sniffer Test-Bed for Analyzing Real World Networks.
IEEE Access, 2021

Variability fault localization: a benchmark.
Proceedings of the SPLC '21: 25th ACM International Systems and Software Product Line Conference, 2021

Structured Dropout Variational Inference for Bayesian Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein.
Proceedings of the 9th International Conference on Learning Representations, 2021

API parameter recommendation based on language model and program analysis.
Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

Into Summarization Techniques for IoT Data Discovery Routing.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
Second Order Training and Sizing for the Multilayer Perceptron.
Neural Process. Lett., 2020

A Kernel <i>k</i>-Means-Based Method and Attribute Selections for Diabetes Diagnosis.
J. Adv. Comput. Intell. Intell. Informatics, 2020

Preoperative Prediction of Lymph Node Metastasis from Clinical DCE MRI of the Primary Breast Tumor Using a 4D CNN.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Control Framework for a Hybrid-steel Bridge Inspection Robot.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Suggesting natural method names to check name consistencies.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Self-Supervised Learning of Scene-Graph Representations for Robotic Sequential Manipulation Planning.
Proceedings of the 4th Conference on Robot Learning, 2020

2019
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., 2019

Hot Topic Detection on Twitter Data Streams with Incremental Clustering Using Named Entities and Central Centroids.
Proceedings of the 2019 IEEE-RIVF International Conference on Computing and Communication Technologies, 2019

Feature-Interaction Aware Configuration Prioritization for Configurable Code.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Does BLEU score work for code migration?
Proceedings of the 27th International Conference on Program Comprehension, 2019

Recovering variable names for minified code with usage contexts.
Proceedings of the 41st International Conference on Software Engineering, 2019

Graph-based mining of in-the-wild, fine-grained, semantic code change patterns.
Proceedings of the 41st International Conference on Software Engineering, 2019

Configuration-dependent fault localization.
Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019

Uniform Randomization for Block Double Validation.
Proceedings of the 2019 International Conference on Blockchain Technology, 2019

2018
Predictive Modeling for Imbalanced Big Data in SAS Enterprise Miner and R.
Int. J. Fog Comput., 2018


Feature-interaction aware configuration prioritization.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

2017
Characterizing and Adapting the Consistency-Latency Tradeoff in Distributed Key-Value Stores.
ACM Trans. Auton. Adapt. Syst., 2017

Quantitative Analysis of Consistency in NoSQL Key-Value Stores.
Leibniz Trans. Embed. Syst., 2017

Structural adaptation for sparsely connected MLP using Newton's method.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
Partially affine invariant back propagation.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Discriminant vector tranformations in neural network classifiers.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts.
Proceedings of the 19th Conference on Computational Natural Language Learning: Shared Task, 2015

2014
Exploring the Cellular Objective in Flux Balance Constraint-Based Models.
Proceedings of the Computational Methods in Systems Biology, 2014

2013
AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2009
Adaptive polarization transmission of OFDM signals in channels with polarization mode dispersion and polarization-dependent loss.
IEEE Trans. Wirel. Commun., 2009

Wideband MIMO Mobile-to-Mobile Channels: Geometry-Based Statistical Modeling With Experimental Verification.
IEEE Trans. Veh. Technol., 2009

2008
Input-to-output cross polarization discrimination (IOXPD) dispersion model for mobile-to-mobile LOS wireless communications MIMO channels.
Proceedings of the Wireless Telecommunications Symposium, 2008

Statistical modeling and experimental verification of wideband MIMO mobile-to-mobile channels in highway environments.
Proceedings of the IEEE 19th International Symposium on Personal, 2008

Statistical modelling and experimental verification for wideband MIMO mobile-to-mobile channels in urban environments.
Proceedings of the 2008 International Conference on Telecommunications, 2008

Envelope Level Crossing Rate and Average Fade Duration in Mobile-To-Mobile Fading Channels.
Proceedings of IEEE International Conference on Communications, 2008

2006
UMTS Capacity and Throughput Maximization for Different Spreading Factors.
J. Networks, 2006

Capacity allocation in multi-cell umts networks for different spreading factors with perfect and imperfect power control.
Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006

2004
OWL-S Semantics of Security Web Services: a Case Study.
Proceedings of the Semantic Web: Research and Applications, 2004

2003
Sample rate conversion by trapezoidal interpolation for software defined radio.
Proceedings of the IEEE 14th International Symposium on Personal, 2003



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