| 2026 | PAKDD | Hierarchical Graph-Language Models for Sequential Sentence Classification. | Phuong Nguyen, Tuan M. V. Le, Julian J. McAuley |
| 2025 | HCI | Understanding Effects and Physiological Correlates of Operator Workload Across Remote Assistance Scenarios for Automated Vehicles - Results from a User Study. | Fabian Walocha, Andrea Valerio, Phuong Nguyen, Klas Ihme |
| 2025 | NLDB | Causal Relation-Aware Data Augmentation for Legal Textual Entailment. | Huy Chu, Hoang Chu, Phuong Nguyen, Minh Nguyen |
| 2024 | IGARSS | Blockchain-Based Fine-Grained Access Control for Space Resource Sharing and Management. | Yusen Wu, Alex Pissinou Makki, Kevin Padron, Phuong Nguyen, Stephen Dennis, Yelena Yesha |
| 2024 | PAKDD | SeeM: A Shared Latent Variable Model for Unsupervised Multi-view Anomaly Detection. | Phuong Nguyen, Tuan M. V. Le |
| 2023 | ACL | StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints. | Truong Do, Phuong Nguyen, Le-Minh Nguyen |
| 2023 | CCGRID | Heterogeneous Federated Learning using Dynamic Model Pruning and Adaptive Gradient. | Sixing Yu, Phuong Nguyen, Ali Anwar, Ali Jannesari |
| 2023 | SC | Porting Batched Iterative Solvers onto Intel GPUs with SYCL. | Phuong Nguyen, Pratik Nayak, Hartwig Anzt |
| 2022 | ACIIDS | A Legal Information Retrieval System for Statute Law. | Chau Nguyen, Nguyen-Khang Le, Dieu-Hien Nguyen, Phuong Nguyen, Le-Minh Nguyen |
| 2022 | IJCAI | Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach. | Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski |
| 2022 | SC | SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Federated Learning. | Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Wei Qian, Ali Anwar, Ali Jannesari |
| 2021 | ACIIDS | Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm. | Trung Nguyen, Huy Nguyen, Khai Dang, Phuong Nguyen, Ha Pham, Anh Bui |
| 2021 | AMIA | Qualitative Coding Framework for Analyzing Alert Notes from the Telehealth Intervention Program for Seniors (TIPS). | Phuong Nguyen, Hyung Wook Choi, Melody K. Schiaffino, Zhan Zhang, Jina Huh-Yoo |
| 2021 | EACL | CovRelex: A COVID-19 Retrieval System with Relation Extraction. | Vu Tran, Van-Hien Tran, Phuong Nguyen, Chau Minh Nguyen, Ken Satoh, Yuji Matsumoto, Minh Le Nguyen |
| 2021 | IGARSS | Deep Neural Network Architecture Search for Emulating Physical Parameterization of Planetary Boundary Layer Height. | Phuong Nguyen, Rahul Gite, Zhifeng Yang, Milton Halem |
| 2020 | IGARSS | Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning. | Phuong Nguyen, Samit Shivadekar, Sai Sree Laya Chukkapalli, Milton Halem |
| 2019 | ICDCS | MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows. | Zhe Yang, Phuong Nguyen, Haiming Jin, Klara Nahrstedt |
| 2017 | CCGRID | 4CeeD: Real-Time Data Acquisition and Analysis Framework for Material-related Cyber-Physical Environments. | 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 |
| 2016 | SDM | Process Trace Clustering: A Heterogeneous Information Network Approach. | Phuong Nguyen, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Klara Nahrstedt |
| 2015 | MASS | Context-Aware Crowd-Sensing in Opportunistic Mobile Social Networks. | Phuong Nguyen, Klara Nahrstedt |
| 2014 | PRICAI | Reliable Fault Diagnosis of Low-Speed Bearing Defects Using a Genetic Algorithm. | Phuong Nguyen, Myeongsu Kang, Jaeyoung Kim, Jong-Myon Kim, Andy Chit Chiow Tan, Eric Y. Kim |
| 2013 | AISTATS | Competing with an Infinite Set of Models in Reinforcement Learning. | Phuong Nguyen, Odalric-Ambrym Maillard, Daniil Ryabko, Ronald Ortner |
| 2013 | ICML | Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning. | Odalric-Ambrym Maillard, Phuong Nguyen, Ronald Ortner, Daniil Ryabko |
| 2013 | KDD | A phrase mining framework for recursive construction of a topical hierarchy. | Chi Wang, Marina Danilevsky, Nihit Desai, Yinan Zhang, Phuong Nguyen, Thrivikrama Taula, Jiawei Han |
| 2012 | AAAI | Context Tree Maximizing. | Phuong Nguyen, Peter Sunehag, Marcus Hutter |
| 2012 | ICALP | The NOF Multiparty Communication Complexity of Composed Functions. | Anil Ada, Arkadev Chattopadhyay, Omar Fawzi, Phuong Nguyen |
| 2012 | IGARSS | A near fundamental decadal data record of airs infrared surface brightness temperatures. | Phuong Nguyen, David Chapman, Milton Halem, Jeff Avery |
| 2012 | IGARSS | Noise reduction in gridded airs brightness temperature grids using the MODIS Obscov algorithm. | David Chapman, Milton Halem, Phuong Nguyen, Jeff Avery |
| 2012 | UCC | A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment. | Phuong Nguyen, Tyler A. Simon, Milton Halem, David Chapman, Quang Le |
| 2008 | CSL | Proving Infinitude of Prime Numbers Using Binomial Coefficients. | Phuong Nguyen |
| 2008 | IGARSS | A Semi-Decadal Multi-Sensor Gridded Data Record of Outgoing Longwave Radiation (OLR) from Aqua. | Milton Halem, David Chapman, Phuong Nguyen |
| 2008 | IGARSS | Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite. | Milton Halem, Curt Tilmes, Yelena Yesha, David Chapman, Phuong Nguyen |
| 2008 | PERCOM | SeeNSearch: A Context Directed Search Facilitator for Home Entertainment Devices. | Alan Messer, Anugeetha Kunjithapatham, Phuong Nguyen, Priyang Rathod, Mithun Sheshagiri, Doreen Cheng, Simon Gibbs |
| 2007 | CSL | Relativizing Small Complexity Classes and Their Theories. | Klaus Aehlig, Stephen A. Cook, Phuong Nguyen |
| 2007 | LICS | Separating DAG-Like and Tree-Like Proof Systems. | Phuong Nguyen |
| 2007 | LICS | The Complexity of Proving the Discrete Jordan Curve Theorem. | Phuong Nguyen, Stephen A. Cook |
| 2006 | PERCOM | InterPlay: A Middleware for Seamless Device Integration and Task Orchestration in a Networked Home. | Alan Messer, Anugeetha Kunjithapatham, Mithun Sheshagiri, Henry Song, Praveen Kumar, Phuong Nguyen, Kyoung Hoon Yi |
| 2005 | WISE | Towards Using Simulation for Enhancing Web Information Systems' Utility. | Phuong Nguyen, Sergiy Zlatkin |
| 2004 | LICS | VTC | Phuong Nguyen, Stephen A. Cook |
| 2003 | CaiSE | An Adaptive Document Version Management Scheme. | Boualem Benatallah, Mehregan Mahdavi, Phuong Nguyen, Quan Z. Sheng, Lionel Port, Bill McIver |
| 2002 | ICLP | Learning in Logic with RichProlog. | Eric Martin, Phuong Nguyen, Arun Sharma, Frank Stephan |
| 2001 | VLDB | AgFlow: Agent-based Cross-Enterprise Workflow Management System. | Liangzhao Zeng, Boualem Benatallah, Phuong Nguyen, Anne H. H. Ngu |