Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations.

[BibT_eX]

[DOI]

Tung Nguyen

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

LICO: Large Language Models for In-Context Molecular Optimization.

[BibT_eX]

[DOI]

Tung Nguyen

Aditya Grover

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content.

[BibT_eX]

[DOI]

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Topic Modeling for Short Texts via Optimal Transport-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants.

[BibT_eX]

[DOI]

CoRR, 2024

Predicting from Strings: Language Model Embeddings for Bayesian Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution.

[BibT_eX]

[DOI]

Sungduk Yu

Brian L. White

Anahita Bhiwandiwalla

CoRR, 2024

Probing the Decision Boundaries of In-context Learning in Large Language Models.

[BibT_eX]

[DOI]

Siyan Zhao

Tung Nguyen

Aditya Grover

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Scaling transformer neural networks for skillful and reliable medium-range weather forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Shortest-Path-Based Resilience Analysis of Urban Road Networks.

[BibT_eX]

[DOI]

David Kaub

Christian Lohr

Anelyse Reis David

Monotosch Kumar Das Chandan

Proceedings of the Dynamics in Logistics, 2024

Experiences and Lessons Learned for Late-Stage Software Transformation and Customization.

[BibT_eX]

[DOI]

Proceedings of the 2024 Workshop on Forming an Ecosystem Around Software Transformation, 2024

Towards Web Platform for Cloud-Based Virtual Commissioning of IEC 61499 Distributed Automation Systems.

[BibT_eX]

[DOI]

Tuojian Lyu

Tung Nguyen

Roman Rumiantsev

Mikhail V. Kolesnikov

Hansani Perera

Udayanto Dwi Atmojo

Valeriy Vyatkin

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization.

[BibT_eX]

[DOI]

Duy-Tung Pham

Thien Trang Nguyen Vu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

FaaSt: A Latency-Aware Serverless Scheme for Edge-Cloud Environments.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Cloud Networking, 2024

2023

Does Terrorism Affect Acquisitions?

[BibT_eX]

[DOI]

Tung Nguyen

Dimitris Petmezas

Nikolaos Karampatsas

Manag. Sci., July, 2023

Efficient Coding of Transform Coefficient Levels in Hybrid Video Coding.

[BibT_eX]

[DOI]

Tung Nguyen

PhD thesis, 2023

A Study on Social Robot Behavior in Group Conversation.

[BibT_eX]

[DOI]

Tung Nguyen

Eric Nichols

Randy Gomez

CoRR, 2023

Scaling transformer neural networks for skillful and reliable medium-range weather forecasting.

[BibT_eX]

[DOI]

Veerabhadra Kotamarthi

Ian T. Foster

Aditya Grover

CoRR, 2023

Utilization of domain knowledge to improve POMDP belief estimation.

[BibT_eX]

[DOI]

Tung Nguyen

Johane Takeuchi

CoRR, 2023

Machine Learning Approach to Polymerization Reaction Engineering: Determining Monomers Reactivity Ratios.

[BibT_eX]

[DOI]

Tung Nguyen

Mona Bavarian

CoRR, 2023

A Further Extension of Rödl's Theorem.

[BibT_eX]

[DOI]

Tung Nguyen

Electron. J. Comb., 2023

High Power Density Axial-Flux Permanent Magnet Motor for Electric Bike Application.

[BibT_eX]

[DOI]

Tung Nguyen

Ji-Young Lee

Ji-Heon Lee

IEEE Access, 2023

Make PLOR Real-Time and Fairly Decentralized.

[BibT_eX]

[DOI]

Tung Nguyen

Hideyuki Kawashima

Proceedings of the 29th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2023

ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ExPT: Synthetic Pretraining for Few-Shot Experimental Design.

[BibT_eX]

[DOI]

Tung Nguyen

Sudhanshu Agrawal

Aditya Grover

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ClimaX: A foundation model for weather and climate.

[BibT_eX]

[DOI]

Tung Nguyen

Johannes Brandstetter

Ashish Kapoor

Jayesh K. Gupta

Aditya Grover

Proceedings of the International Conference on Machine Learning, 2023

Serverless Computing Lifecycle Model for Edge Cloud Deployments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Distributed formation trajectory planning for multi-vehicle systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2023

2022

Balancing stability and plasticity when learning topic models from short and noisy text streams.

[BibT_eX]

[DOI]

Neurocomputing, 2022

ConserWeightive Behavioral Cloning for Reliable Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Tung Nguyen

Qinqing Zheng

Aditya Grover

CoRR, 2022

Thin shell demons for dental scan registration.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2022: Image Processing, 2022

A level set approach to high fidelity interactive bone shaving for virtual training of surgical osteotomies.

[BibT_eX]

[DOI]

Venkata Sreekanth Arikatla

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling.

[BibT_eX]

[DOI]

Tung Nguyen

Aditya Grover

Proceedings of the International Conference on Machine Learning, 2022

2021

Attentional matrix factorization with context and co-invocation for service recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

2020

Code recommendation for exception handling.

[BibT_eX]

[DOI]

Tam Nguyen

Phong Vu

Tung Nguyen

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Predictive Coding for Locally-Linear Control.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

An Interactive Indoor Drone Assistant.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Recommending Exception Handling Code.

[BibT_eX]

[DOI]

Tam Nguyen

Phong Vu

Tung Nguyen

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

Personalized Code Recommendation.

[BibT_eX]

[DOI]

Tam Nguyen

Phong Vu

Tung Nguyen

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

Estimating tie strength in follower networks to measure brand perceptions.

[BibT_eX]

[DOI]

Tung Nguyen

Li Zhang

Aron Culotta

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

Detection of SNP-SNP Interactions in Genome-wide Association Data Using Random Forests and Association Rules.

[BibT_eX]

[DOI]

Tung Nguyen

Ly Le

Proceedings of the 12th International Conference on Software, 2018

High fidelity virtual reality orthognathic surgery simulator.

[BibT_eX]

[DOI]

Venkata Sreekanth Arikatla

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Estimating shape correspondence for populations of objects with complex topology.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Designing Technology as a Cultural Broker for Young Children: Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

2017

AXI-NoC: High-Performance Adaptation Unit for ARM Processors in Network-on-Chip Architectures.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

2016

Interflow Network Coding Approaches for Data Heterogeneous Unicast Sessions in Wireless Networks.

[BibT_eX]

[DOI]

Tuan Tran

Emmanuel Udoh

Tung Nguyen

Int. J. Grid High Perform. Comput., 2016

Toward Mining Visual Log of Software.

[BibT_eX]

[DOI]

CoRR, 2016

Wireless information and energy harvesting for bidirectional relay channels: Tradeoff between relay distance and optimal throughput.

[BibT_eX]

[DOI]

Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

A frequency-based gene selection method with random forests for gene data analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE RIVF International Conference on Computing & Communication Technologies, 2016

Statistical and ANN Approaches in Credit Rating for Vietnamese Corporate: A Comparative Empirical Study.

[BibT_eX]

[DOI]

Hung The Nguyen

Tung Nguyen

Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2016

An Improvement of Matrix Factorization with Bound Constraints for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 5th IIAI International Congress on Advanced Applied Informatics, 2016

2015

Design of mm-Wave RLSAs with Lossy Waveguides by Slot Coupling Control Techniques.

[BibT_eX]

[DOI]

Tung Nguyen

Jiro Hirokawa

Makoto Ando

Manuel Sierra-Castañer

IEICE Trans. Commun., 2015

Ultrasound-Guided Navigation System for Orthognathic Surgery.

[BibT_eX]

[DOI]

Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2015

Validation of TMJ osteoarthritis synthetic defect database via non-rigid registration.

[BibT_eX]

[DOI]

Lucia H. S. Cevidanes

Tung Nguyen

Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

Efficient Cloud-Based Real-Time Geo-Information Delivery for Mobile Users.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Implementation Vulnerability Associated with OAuth 2.0 - A Case Study on Dropbox.

[BibT_eX]

[DOI]

Bruce Wu

Tung Nguyen

Mohammad Husain

Proceedings of the 12th International Conference on Information Technology, 2015

2014

Propagation Characteristics of Honeycomb Structures Used in mm-Wave Radial Line Slot Antennas.

[BibT_eX]

[DOI]

Tung Nguyen

Rushanthi Jayawardene

Kimio Sakurai

Jiro Hirokawa

Makoto Ando

Manuel Sierra-Castañer

IEICE Trans. Commun., 2014

A logical error detector for novice PHP programmers.

[BibT_eX]

[DOI]

Tung Nguyen

Caslon Chua

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2014

Spatial prediction of hydrogen sulfide in sewers with a modified Gaussian process combined mutual information.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

2013

An Equivalent Double Layer Model for a Fast Design and Analysis of High Gain-Multilayer Radial Line Slot Antennas.

[BibT_eX]

[DOI]

Tung Nguyen

Rushanthi Jayawardene

IEICE Trans. Commun., 2013

High-performance adaption of ARM processors into Network-on-Chip architectures.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International SOC Conference, Erlangen, Germany, 2013

Potential flow for unit positioning during combat in StarCraft.

[BibT_eX]

[DOI]

Tung Nguyen

Kien Nguyen

Ruck Thawonmas

Proceedings of the IEEE 2nd Global Conference on Consumer Electronics, 2013

2012

Harnessing the power of P2P technology to build PC<sup>2</sup> - An open and free cloud computing platform.

[BibT_eX]

[DOI]

Tung Nguyen

Quang Hieu Vu

Rasool Asal

Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

2009

Modelling of Type I fracture network: Objective function formulation by fuzzy sensitivity analysis.

[BibT_eX]

[DOI]

Math. Comput. Model., 2009

1999

Asynchronous Dynamic Load Balancing of Tiles.

[BibT_eX]

Tung Nguyen

Michelle Mills Strout

Larry Carter

Jeanne Ferrante

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

1991

Wide format floating-point math libraries.

[BibT_eX]

[DOI]

Proceedings of the Proceedings Supercomputing '91, 1991

1988

Block-iterative finite element computations for incompressible flow problems.

[BibT_eX]

[DOI]

Proceedings of the 2nd international conference on Supercomputing, 1988

Tung Nguyen

Bibliography

Loading...