Phuong Nguyen

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025
Retrieve-Revise-Refine: A novel framework for retrieval of concise entailing legal article set.
Inf. Process. Manag., 2025

2024
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT.
CoRR, 2024

Efficient Data-Sketches and Fine-Tuning for Early Detection of Distributional Drift in Medical Imaging.
CoRR, 2024

CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks.
CoRR, 2024

SeeM: A Shared Latent Variable Model for Unsupervised Multi-view Anomaly Detection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

CAPTAIN at COLIEE 2024: Large Language Model for Legal Text Retrieval and Entailment.
Proceedings of the New Frontiers in Artificial Intelligence, 2024

Blockchain-Based Fine-Grained Access Control for Space Resource Sharing and Management.
Proceedings of the IGARSS 2024, 2024

Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT.
Proceedings of the 1st ACM Workshop on AI-Powered Q&A Systems for Multimedia, 2024

2023
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images.
J. Digit. Imaging, August, 2023

Enabling Quartile-based Estimated-Mean Gradient Aggregation As Baseline for Federated Image Classifications.
CoRR, 2023

Soft Merging: A Flexible and Robust Soft Model Merging Approach for Enhanced Neural Network Performance.
CoRR, 2023

Porting Batched Iterative Solvers onto Intel GPUs with SYCL.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

A Summary of the ALQAC 2023 Competition.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Heterogeneous Federated Learning using Dynamic Model Pruning and Adaptive Gradient.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

Multi-view Deep Markov Models for Time Series Anomaly Detection.
Proceedings of the IEEE International Conference on Big Data, 2023

Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search.
CoRR, 2022

SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Federated Learning.
Proceedings of the SC22: International Conference for High Performance Computing, 2022

Offshore Wind Grid Integration - A Techno-Economic Comparison of MVDC and HVAC.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022

Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

Bring Trust to Edge: Secure and Decentralized IoT Framework with BFT and Permissioned Blockchain.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

Apply Trust Computing and Privacy Preserving Smart Contracts to Manage, Share, and Analyze Multi-site Clinical Trial Data.
Proceedings of the International Conference on Deep Learning, 2022

A Legal Information Retrieval System for Statute Law.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics, and 3D CNNs.
J. Digit. Imaging, 2021

SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning.
CoRR, 2021

CCS-GAN: COVID-19 CT-scan classification with very few positive training images.
CoRR, 2021

Adaptive Dynamic Pruning for Non-IID Federated Learning.
CoRR, 2021

Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network.
CoRR, 2021

Prioritizing Construction Labor Productivity Improvement Strategies Using Fuzzy Multi-Criteria Decision Making and Fuzzy Cognitive Maps.
Algorithms, 2021

Deep Neural Network Architecture Search for Emulating Physical Parameterization of Planetary Boundary Layer Height.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

An Intelligent Parallel Distributed Streaming Framework for near Real-time Science Sensors and High-Resolution Medical Images.
Proceedings of the ICPP Workshops 2021: 50th International Conference on Parallel Processing, 2021

CovRelex: A COVID-19 Retrieval System with Relation Extraction.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Qualitative Coding Framework for Analyzing Alert Notes from the Telehealth Intervention Program for Seniors (TIPS).
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm.
Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020
Improvement on Monte Carlo estimation of HPD intervals.
Commun. Stat. Simul. Comput., 2020

Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening.
CoRR, 2020

Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN.
CoRR, 2020

Active semi-supervised expectation maximization learning for lung cancer detection from Computerized Tomography (CT) images with minimally label training data.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
GRANO: Interactive Graph-based Root Cause Analysis for Cloud-Native Distributed Data Platform.
Proc. VLDB Endow., 2019

2017
A Pricing Model for Sharing Cloudlets in Mobile Cloud Computing.
Proceedings of the International Conference on Advanced Computing and Applications, 2017

2016
Adaptive ECG denoising using genetic algorithm-based thresholding and ensemble empirical mode decomposition.
Inf. Sci., 2016

Stochastic systems of diffusion equations with polynomial reaction terms.
Asymptot. Anal., 2016

2015
Robust condition monitoring of rolling element bearings using de-noising and envelope analysis with signal decomposition techniques.
Expert Syst. Appl., 2015

2014
Reliable Fault Diagnosis of Low-Speed Bearing Defects Using a Genetic Algorithm.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Superior performance and Hot Carrier reliability of Strained FDSOI nMOSFETs for advanced CMOS technology nodes.
Proceedings of the 44th European Solid State Device Research Conference, 2014

Spatial computations over terabyte-sized images on hadoop platforms.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Multiple objective scheduling of HPC workloads through dynamic prioritization.
Proceedings of the 2013 Spring Simulation Multiconference, SpringSim '13, 2013

A phrase mining framework for recursive construction of a topical hierarchy.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

A Data Intensive Statistical Aggregation Engine: A Case Study for Gridded Climate Records.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning.
Proceedings of the 30th International Conference on Machine Learning, 2013

Terabyte-sized image computations on Hadoop cluster platforms.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Competing with an Infinite Set of Models in Reinforcement Learning.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012
A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

A near fundamental decadal data record of airs infrared surface brightness temperatures.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Noise reduction in gridded airs brightness temperature grids using the MODIS Obscov algorithm.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2010
Designing a Harware Accelerator for Face Recognition Using Vector Quantization and Principal Component Analysis as a Component of SoPC.
Proceedings of the Fifth IEEE International Symposium on Electronic Design, 2010

Scientific Services on the Cloud.
Proceedings of the Handbook of Cloud Computing., 2010

2009
Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies.
IEEE Trans. Geosci. Remote. Sens., 2009

Evolving the TV Experience.
Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009

2008
SeeNSearch: A context directed search facilitator for home entertainment devices.
Pervasive Mob. Comput., 2008

Assuring Authenticity of Digital Mammograms by Image Watermarking.
Proceedings of the Digital Mammography, 2008

Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Semi-Decadal Multi-Sensor Gridded Data Record of Outgoing Longwave Radiation (OLR) from Aqua.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Internet Search on TV.
Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

Relevance-Feedback Image Retrieval Based on Multiple-Instance Learning.
Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science, 2008

2007
Separating DAG-Like and Tree-Like Proof Systems.
Proceedings of the 22nd IEEE Symposium on Logic in Computer Science (LICS 2007), 2007

2006
Client-side web mining for community formation in peer-to-peer environments.
SIGKDD Explor., 2006

InterPlay: A Middleware for Seamless Device Integration and Task Orchestration in a Networked Home.
Proceedings of the 4th IEEE International Conference on Pervasive Computing and Communications (PerCom 2006), 2006

Interplay: a middleware for integration of devices, services and contents in the home networking environment.
Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006

2005
Two-Sorted Theories for L, SL, NL and P
Electron. Colloquium Comput. Complex., 2005

Towards Using Simulation for Enhancing Web Information Systems' Utility.
Proceedings of the Web Information Systems Engineering - WISE 2005 Workshops, 2005

Simulating User Behaviour For Improving Web Information Systems.
Proceedings of the Information Systems Technology and its Applications, 2005

2003
An Adaptive Document Version Management Scheme.
Proceedings of the Advanced Information Systems Engineering, 15th International Conference, 2003

2001
AgFlow: Agent-based Cross-Enterprise Workflow Management System.
Proceedings of the VLDB 2001, 2001


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