Phuong Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 65

Top Venues

Publications

Tuan Bui, Oanh Tran, Phuong Nguyen, Bao Ho, Long Nguyen, Thang Bui, Tho Quan
Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A~Case~Study~at~HCMUT. CoRR (2024)
Tuan Bui, Oanh Tran, Phuong Nguyen, Bao Ho, Long Nguyen, Thang Bui, Tho Quan
Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT. AIQAM@ICMR (2024)
Chau Nguyen, Phuong Nguyen, Thanh Tran, Dat Nguyen, An Trieu, Tin Pham, Anh Dang, Le-Minh Nguyen
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks. CoRR (2024)
Phuong Nguyen, Cong Nguyen, Hiep Nguyen, Minh Nguyen, An Trieu, Dat Nguyen, Le-Minh Nguyen
CAPTAIN at COLIEE 2024: Large Language Model for Legal Text Retrieval and Entailment. JSAI-isAI (2024)
Phuong Nguyen, Tuan M. V. Le
SeeM: A Shared Latent Variable Model for Unsupervised Multi-view Anomaly Detection. PAKDD (1) (2024)
Chau Nguyen, Son T. Luu, Thanh Tran, An Trieu, Anh Dang, Dat Nguyen, Hiep Nguyen, Tin Pham, Trang Pham, Thien-Trung Vo, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Ngoc-Cam Le, Thi-Thuy Le, Quan Bui, Phuong Nguyen, Ha-Thanh Nguyen, Vu Tran, Le-Minh Nguyen
A Summary of the ALQAC 2023 Competition. KSE (2023)
Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images. J. Digit. Imaging 36 (4) (2023)
Phuong Nguyen, Pratik Nayak, Hartwig Anzt
Porting Batched Iterative Solvers onto Intel GPUs with SYCL. SC Workshops (2023)
Hao Chen, Yusen Wu, Phuong Nguyen, Chao Liu, Yelena Yesha
Soft Merging: A Flexible and Robust Soft Model Merging Approach for Enhanced Neural Network Performance. CoRR (2023)
Sjoerd C. Doumen, Jens Hönen, Phuong Nguyen, Johann L. Hurink, Bert Zwart, Koen Kok
Modeling and Demonstrating the Effect of Human Decisions on the Distribution Grid. ISGT (2023)
Phuong Nguyen, Pratik Nayak, Hartwig Anzt
Porting Batched Iterative Solvers onto Intel GPUs with SYCL. CoRR (2023)
Jamie Deng, Yusen Wu, Hilary Hayssen, Brain Englum, Aman Kankaria, Minerva Mayorga-Carlin, Shalini Sahoo, John Sorkin, Brajesh Lal, Yelena Yesha, Phuong Nguyen
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports. BIBM (2023)
Phuong Nguyen, Hiep Tran, Tuan M. V. Le
Multi-view Deep Markov Models for Time Series Anomaly Detection. BigData (2023)
Yusen Wu, Jamie Deng, Hao Chen, Phuong Nguyen, Yelena Yesha
Enabling Quartile-based Estimated-Mean Gradient Aggregation As Baseline for Federated Image Classifications. CoRR (2023)
Sixing Yu, Phuong Nguyen, Ali Anwar, Ali Jannesari
Heterogeneous Federated Learning using Dynamic Model Pruning and Adaptive Gradient. CCGrid (2023)
Jamie Deng, Yusen Wu, Hilary Hayssen, Brain Englum, Aman Kankaria, Minerva Mayorga-Carlin, Shalini Sahoo, John Sorkin, Brajesh Lal, Yelena Yesha, Phuong Nguyen
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports. CoRR (2023)
Truong Do, Phuong Nguyen, Le-Minh Nguyen
StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints. ACL (Findings) (2023)
Nitya Saraswati, Phuong Nguyen, Yin Sun, Paul Domellan
Offshore Wind Grid Integration - A Techno-Economic Comparison of MVDC and HVAC. ISGT Asia (2022)
Chau Nguyen, Nguyen-Khang Le, Dieu-Hien Nguyen, Phuong Nguyen, Le-Minh Nguyen
A Legal Information Retrieval System for Statute Law. ACIIDS (Companion) (2022)
Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach. PMAI@IJCAI (2022)
Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Wei Qian, Ali Anwar, Ali Jannesari
SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Federated Learning. SC (2022)
Yusen Wu, Chao Liu, Lawrence Sebald, Phuong Nguyen, Yelena Yesha
Apply Trust Computing and Privacy Preserving Smart Contracts to Manage, Share, and Analyze Multi-site Clinical Trial Data. DBB (2022)
Sjoerd C. Doumen, Phuong Nguyen, Koen Kok
Effect of Future Distributed Energy Resources Penetration Levels on a Local Electricity Market. ISGT-Europe (2022)
Phuong Nguyen, Tung Le, Thanh-Le Ha, Thai Dang, Khanh Tran, Kim Anh Nguyen, Nguyen Le Minh
Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates. IEA/AIE (2022)
Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Justin Stanley, Pablo Munoz, Ali Jannesari
Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search. CoRR (2022)
Yusen Wu, Jinghui Liao, Phuong Nguyen, Weisong Shi, Yelena Yesha
Bring Trust to Edge: Secure and Decentralized IoT Framework with BFT and Permissioned Blockchain. EDGE (2022)
Samit Shivadekar, Jayalakshmi Mangalagiri, Phuong Nguyen, David Chapman, Milton Halem, Rahul Gite
An Intelligent Parallel Distributed Streaming Framework for near Real-time Science Sensors and High-Resolution Medical Images. ICPP Workshops (2021)
Kushal Mehta, Arshita Jain, Jayalakshmi Mangalagiri, Sumeet Menon, Phuong Nguyen, David R. Chapman
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics, and 3D CNNs. J. Digit. Imaging 34 (3) (2021)
Sixing Yu, Phuong Nguyen, Ali Anwar, Ali Jannesari
Adaptive Dynamic Pruning for Non-IID Federated Learning. CoRR (2021)
Rogith Balaji Venkateswaran, Anuradha Tomar, Phuong Nguyen, Alexander Suma
An Optimal Energy Management System Using Day-ahead Prediction Algorithm. ISGT-Europe (2021)
Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman
CCS-GAN: COVID-19 CT-scan classification with very few positive training images. CoRR (2021)
Vu Tran, Van-Hien Tran, Phuong Nguyen, Chau Minh Nguyen, Ken Satoh, Yuji Matsumoto, Minh Le Nguyen
CovRelex: A COVID-19 Retrieval System with Relation Extraction. EACL (System Demonstrations) (2021)
Phuong Nguyen, Hyung Wook Choi, Melody K. Schiaffino, Zhan Zhang, Jina Huh-Yoo
Qualitative Coding Framework for Analyzing Alert Notes from the Telehealth Intervention Program for Seniors (TIPS). AMIA (2021)
Jayalakshmi Mangalagiri, Jones Sam Sugumar, Sumeet Menon, David Chapman, Yaacov Yesha, Aryya Gangopadhyay, Yelena Yesha, Phuong Nguyen
Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs. IEEE BigData (2021)
Phuong Nguyen, Rahul Gite, Zhifeng Yang, Milton Halem
Deep Neural Network Architecture Search for Emulating Physical Parameterization of Planetary Boundary Layer Height. IGARSS (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)
Matin Kazerooni, Phuong Nguyen, Aminah Robinson Fayek
Prioritizing Construction Labor Productivity Improvement Strategies Using Fuzzy Multi-Criteria Decision Making and Fuzzy Cognitive Maps. Algorithms 14 (9) (2021)
Yusen Wu, Hao Chen, Xin Wang, Chao Liu, Phuong Nguyen, Yelena Yesha
Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning. IEEE BigData (2021)
Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Ali Anwar, Ali Jannesari
SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning. CoRR (2021)
Jayalakshmi Mangalagiri, David Chapman, Aryya Gangopadhyay, Yaacov Yesha, Joshua Galita, Sumeet Menon, Yelena Yesha, Babak Saboury, Michael Morris, Phuong Nguyen
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network. CoRR (2021)
Yusen Wu, Hao Chen, Xin Wang, Chao Liu, Phuong Nguyen, Yelena Yesha
Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning. CoRR (2021)
Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints. SCC (2020)
Phuong Nguyen, Samit Shivadekar, Sai Sree Laya Chukkapalli, Milton Halem
Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning. IGARSS (2020)
Phuong Nguyen, David Chapman, Sumeet Menon, Michael Morris, Yelena Yesha
Active semi-supervised expectation maximization learning for lung cancer detection from Computerized Tomography (CT) images with minimally label training data. Medical Imaging: Computer-Aided Diagnosis (2020)
Sumeet Menon, Joshua Galita, David Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris
Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN. IEEE BigData (2020)
Hoa Le, Uyen Hoang Pham, Phuong Nguyen, The Bao Pham
Improvement on Monte Carlo estimation of HPD intervals. Commun. Stat. Simul. Comput. 49 (8) (2020)
Sumeet Menon, Joshua Galita, David R. Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN. CoRR (2020)
Kushal Mehta, Arshita Jain, Jayalakshmi Mangalagiri, Sumeet Menon, Phuong Nguyen, David R. Chapman
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics and 3D CNNs. CoRR (2020)
Sumeet Menon, David R. Chapman, Phuong Nguyen, Yelena Yesha, Michael Morris, Babak Saboury
Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening. CoRR (2020)
Phuong Nguyen, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski
SUMMARIZED: Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint. CoRR (2019)
Zhe Yang, Phuong Nguyen, Haiming Jin, Klara Nahrstedt
MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows. ICDCS (2019)
Phuong Nguyen, Tarek Elgamal, Steven Konstanty, Todd Nicholson, Stuart Turner, Patrick Su, Klara Nahrstedt, Timothy Spila, Roy H. Campbell, John Dallesasse, Michael Chan, Kenton McHenry
BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments. ICNC (2019)
Hanzhang Wang, Phuong Nguyen, Jun Li, Selçuk Köprü, Gene Zhang, Sanjeev Katariya, Sami Ben-Romdhane
GRANO: Interactive Graph-based Root Cause Analysis for Cloud-Native Distributed Data Platform. Proc. VLDB Endow. 12 (12) (2019)
Tarek Elgamal, Atul Sandur, Phuong Nguyen, Klara Nahrstedt, Gul Agha
DROPLET: Distributed Operator Placement for IoT Applications Spanning Edge and Cloud Resources. IEEE CLOUD (2018)
Phuong Nguyen, Klara Nahrstedt
Crowdsensing in Opportunistic Mobile Social Networks: A Context-aware and Human-centric Approach. CoRR (2017)
Phuong Nguyen, Klara Nahrstedt
MONAD: Self-Adaptive Micro-Service Infrastructure for Heterogeneous Scientific Workflows. ICAC (2017)
Phuong Nguyen, Steven Konstanty, Todd Nicholson, Thomas O'Brien, Aaron Schwartz-Duval, Timothy Spila, Klara Nahrstedt, Roy H. Campbell, Indranil Gupta, Michael Chan, Kenton McHenry, Normand Paquin
4CeeD: Real-Time Data Acquisition and Analysis Framework for Material-related Cyber-Physical Environments. CCGrid (2017)
Tran Hoang Hai, Phuong Nguyen
A Pricing Model for Sharing Cloudlets in Mobile Cloud Computing. ACOMP (2017)
Phuong Nguyen, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Klara Nahrstedt
Process Trace Clustering: A Heterogeneous Information Network Approach. SDM (2016)
Du Pham, Phuong Nguyen
Stochastic systems of diffusion equations with polynomial reaction terms. Asymptot. Anal. 99 (1-2) (2016)
Klara Nahrstedt, Hongyang Li, Phuong Nguyen, Siting Chang, Long H. Vu
Internet of Mobile Things: Mobility-Driven Challenges, Designs and Implementations. IoTDI (2016)
Phuong Nguyen, Jong-Myon Kim
Adaptive ECG denoising using genetic algorithm-based thresholding and ensemble empirical mode decomposition. Inf. Sci. 373 (2016)
Phuong Nguyen, Manuel Schappacher, Axel Sikora, Voicu Groza
Extensions of the IEEE802.15.4 protocol for ultra-low energy real-time communication. I2MTC (2016)
Klaus Aehlig, Stephen A. Cook, Phuong Nguyen
Relativizing small complexity classes and their theories. Comput. Complex. 25 (1) (2016)
Phuong Nguyen, Klara Nahrstedt
Resource Management for Elastic Publish Subscribe Systems: A Performance Modeling-Based Approach. CLOUD (2016)
Long H. Vu, Phuong Nguyen, Klara Nahrstedt, Björn Richerzhagen
Characterizing and modeling people movement from mobile phone sensing traces. Pervasive Mob. Comput. 17 (2015)
Phuong Nguyen, Myeongsu Kang, Jong-Myon Kim, Byung-Hyun Ahn, Jeong-Min Ha, Byeong-Keun Choi
Robust condition monitoring of rolling element bearings using de-noising and envelope analysis with signal decomposition techniques. Expert Syst. Appl. 42 (22) (2015)
Phuong Nguyen, Klara Nahrstedt
Context-Aware Crowd-Sensing in Opportunistic Mobile Social Networks. MASS (2015)
Anil Ada, Arkadev Chattopadhyay, Omar Fawzi, Phuong Nguyen
The NOF Multiparty Communication Complexity of Composed Functions. Comput. Complex. 24 (3) (2015)
Alexis Maciel, Phuong Nguyen, Toniann Pitassi
Lifting lower bounds for tree-like proofs. Comput. Complex. 23 (4) (2014)
Phuong Nguyen, Myeongsu Kang, Jaeyoung Kim, Jong-Myon Kim, Andy Chit Chiow Tan, Eric Y. Kim
Reliable Fault Diagnosis of Low-Speed Bearing Defects Using a Genetic Algorithm. PRICAI (2014)
Peter Bajcsy, Phuong Nguyen, Antoine Vandecreme, Mary Brady
Spatial computations over terabyte-sized images on hadoop platforms. IEEE BigData (2014)
Odalric-Ambrym Maillard, Phuong Nguyen, Ronald Ortner, Daniil Ryabko
Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning CoRR (2013)
Phuong Nguyen, Odalric-Ambrym Maillard, Daniil Ryabko, Ronald Ortner
Competing with an Infinite Set of Models in Reinforcement Learning. AISTATS (2013)
David Chapman, Tyler A. Simon, Phuong Nguyen, Milton Halem
A Data Intensive Statistical Aggregation Engine: A Case Study for Gridded Climate Records. IPDPS Workshops (2013)
Odalric-Ambrym Maillard, Phuong Nguyen, Ronald Ortner, Daniil Ryabko
Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning. ICML (1) (2013)
Chi Wang, Marina Danilevsky, Nihit Desai, Yinan Zhang, Phuong Nguyen, Thrivikrama Taula, Jiawei Han
A phrase mining framework for recursive construction of a topical hierarchy. KDD (2013)
Peter Bajcsy, Antoine Vandecreme, Julien Amelot, Phuong Nguyen, Joe Chalfoun, Mary Brady
Terabyte-sized image computations on Hadoop cluster platforms. IEEE BigData (2013)
Tyler A. Simon, Phuong Nguyen, Milton Halem
Multiple objective scheduling of HPC workloads through dynamic prioritization. SpringSim (HPC) (2013)
David Chapman, Milton Halem, Phuong Nguyen, Jeff Avery
Noise reduction in gridded airs brightness temperature grids using the MODIS Obscov algorithm. IGARSS (2012)
Anil Ada, Arkadev Chattopadhyay, Omar Fawzi, Phuong Nguyen
The NOF Multiparty Communication Complexity of Composed Functions. ICALP (1) (2012)
Klaus Aehlig, Stephen A. Cook, Phuong Nguyen
Relativizing Small Complexity Classes and their Theories CoRR (2012)
Phuong Nguyen, Tyler A. Simon, Milton Halem, David Chapman, Quang Le
A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment. UCC (2012)
Phuong Nguyen, David Chapman, Milton Halem, Jeff Avery
A near fundamental decadal data record of airs infrared surface brightness temperatures. IGARSS (2012)
Phuong Nguyen, Stephen A. Cook
The Complexity of Proving the Discrete Jordan Curve Theorem. ACM Trans. Comput. Log. 13 (1) (2012)
Emil Jerábek, Phuong Nguyen
Simulating non-prenex cuts in quantified propositional calculus. Math. Log. Q. 57 (5) (2011)
Anil Ada, Arkadev Chattopadhyay, Omar Fawzi, Phuong Nguyen
The NOF Multiparty Communication Complexity of Composed Functions. Electron. Colloquium Comput. Complex. 18 (2011)
Leszek Aleksander Kolodziejczyk, Phuong Nguyen, Neil Thapen
The provably total NP search problems of weak second order bounded arithmetic. Ann. Pure Appl. Log. 162 (6) (2011)
Matei David, Phuong Nguyen, Periklis A. Papakonstantinou, Anastasios Sidiropoulos
Computationally Limited Randomness. ICS (2011)
Diem Tran, Thi To, Thuan Huynh, Phuong Nguyen
Designing a Harware Accelerator for Face Recognition Using Vector Quantization and Principal Component Analysis as a Component of SoPC. DELTA (2010)
Phuong Nguyen, Stephen A. Cook
The Complexity of Proving the Discrete Jordan Curve Theorem CoRR (2010)
Simon Gibbs, Anugeetha Kunjithapatham, Phuong Nguyen, Priyang Rathod, Mithun Sheshagiri
Evolving the TV Experience. CCNC (2009)
Phuong Nguyen
The equivalence of theories that characterize ALogTime. Arch. Math. Log. 48 (6) (2009)
Milton Halem, Neal Most, Curt Tilmes, Kevin Stewart, Yelena Yesha, David Chapman, Phuong Nguyen
Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies. IEEE Trans. Geosci. Remote. Sens. 47 (1-1) (2009)
Duc A. Tran, S. R. Pamidimukkala, Phuong Nguyen
Relevance-Feedback Image Retrieval Based on Multiple-Instance Learning. ACIS-ICIS (2008)
Alan Messer, Anugeetha Kunjithapatham, Phuong Nguyen, Priyang Rathod, Mithun Sheshagiri, Doreen Cheng, Simon Gibbs
SeeNSearch: A Context Directed Search Facilitator for Home Entertainment Devices. PerCom (2008)
Milton Halem, David Chapman, Phuong Nguyen
A Semi-Decadal Multi-Sensor Gridded Data Record of Outgoing Longwave Radiation (OLR) from Aqua. IGARSS (3) (2008)
Phuong Nguyen
Proving Infinitude of Prime Numbers Using Binomial Coefficients. CSL (2008)
Alan Messer, Anugeetha Kunjithapatham, Phuong Nguyen, Priyang Rathod, Mithun Sheshagiri, Doreen Cheng, Simon Gibbs
Internet Search on TV. CCNC (2008)
Alan Messer, Anugeetha Kunjithapatham, Phuong Nguyen, Priyang Rathod, Mithun Sheshagiri, Doreen Cheng, Simon Gibbs
SeeNSearch: A context directed search facilitator for home entertainment devices. Pervasive Mob. Comput. 4 (6) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Phuong Nguyen