Thao Nguyen

According to our database, Thao Nguyen authored at least 66 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

DANA: Domain-Aware Neurosymbolic Agents for Consistency and Accuracy.

Vinh Luong, Sang Dinh, Shruti Raghavan, William Nguyen, Zooey Nguyen, Quynh Le, Hung Vo, Kentaro Maegaito, Loc Nguyen, Thao Nguyen, Anh Hai Ha, Christopher Nguyen

CoRR, 2024

FARM: Functional Group-Aware Representations for Small Molecules.

Thao Nguyen, Kuan-Hao Huang, Ge Liu, Martin D. Burke, Ying Diao, Heng Ji

CoRR, 2024

DataComp-LM: In search of the next generation of training sets for language models.

Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Yitzhak Gadre, Hritik Bansal, Etash Kumar Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee Chen, Suchin Gururangan, Mitchell Wortsman, Alon Albalak, Yonatan Bitton, Marianna Nezhurina, Amro Abbas, Cheng-Yu Hsieh, Dhruba Ghosh, Josh Gardner, Maciej Kilian, Hanlin Zhang, Rulin Shao, Sarah M. Pratt, Sunny Sanyal, Gabriel Ilharco, Giannis Daras, Kalyani Marathe, Aaron Gokaslan, Jieyu Zhang, Khyathi Raghavi Chandu, Thao Nguyen, Igor Vasiljevic, Sham M. Kakade, Shuran Song, Sujay Sanghavi, Fartash Faghri, Sewoong Oh, Luke Zettlemoyer, Kyle Lo, Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G. Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, Vaishaal Shankar

CoRR, 2024

Yo'LLaVA: Your Personalized Language and Vision Assistant.

Thao Nguyen, Haotian Liu, Yuheng Li, Mu Cai, Utkarsh Ojha, Yong Jae Lee

CoRR, 2024

Multilingual Diversity Improves Vision-Language Representations.

Thao Nguyen, Matthew Wallingford, Sebastin Santy, Wei-Chiu Ma, Sewoong Oh, Ludwig Schmidt, Pang Wei Koh, Ranjay Krishna

CoRR, 2024

Better Alignment with Instruction Back-and-Forth Translation.

Thao Nguyen, Jeffrey Li, Sewoong Oh, Ludwig Schmidt, Jason Weston, Luke Zettlemoyer, Xian Li

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

Edit One for All: Interactive Batch Image Editing.

Thao Nguyen, Utkarsh Ojha, Yuheng Li, Haotian Liu, Yong Jae Lee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices.

Thao Nguyen, Tiara Torres-Flores, Changhyun Hwang, Carl Edwards, Ying Diao, Heng Ji

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Probing clustering in neural network representations.

Thao Nguyen, Simon Kornblith

CoRR, 2023

Visual Instruction Inversion: Image Editing via Visual Prompting.

Thao Nguyen, Yuheng Li, Utkarsh Ojha, Yong Jae Lee

CoRR, 2023

A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset.

Kaiping Zheng, Thao Nguyen, Jesslyn Hwei Sing Chong, Charlene Enhui Goh, Melanie Herschel, Hee Hoon Lee, Beng Chin Ooi, Wei Wang, James Wei Luen Yip

CoRR, 2023

On the Connection between Pre-training Data Diversity and Fine-tuning Robustness.

Vivek Ramanujan, Thao Nguyen, Sewoong Oh, Ali Farhadi, Ludwig Schmidt

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

Visual Instruction Inversion: Image Editing via Image Prompting.

Thao Nguyen, Yuheng Li, Utkarsh Ojha, Yong Jae Lee

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

Improving multimodal datasets with image captioning.

Thao Nguyen, Samir Yitzhak Gadre, Gabriel Ilharco, Sewoong Oh, Ludwig Schmidt

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

DataComp: In search of the next generation of multimodal datasets.

Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, Jonathan Hayase, Georgios Smyrnis, Thao Nguyen, Ryan Marten, Mitchell Wortsman, Dhruba Ghosh, Jieyu Zhang, Eyal Orgad, Rahim Entezari, Giannis Daras, Sarah M. Pratt, Vivek Ramanujan, Yonatan Bitton, Kalyani Marathe, Stephen Mussmann, Richard Vencu, Mehdi Cherti, Ranjay Krishna, Pang Wei Koh, Olga Saukh, Alexander J. Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt

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

Language-Conditioned Observation Models for Visual Object Search.

Thao Nguyen, Vladislav Hrosinkov, Eric Rosen, Stefanie Tellex

IROS, 2023

Guiding image captioning models toward more specific captions.

Simon Kornblith, Lala Li, Zirui Wang, Thao Nguyen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

On the Origins of the Block Structure Phenomenon in Neural Network Representations.

Thao Nguyen, Maithra Raghu, Simon Kornblith

Trans. Mach. Learn. Res., 2022

Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks.

Thao Nguyen, Hieu H. Pham, Huy-Khiem Le, Anh-Tu Nguyen, Ngoc Tien Thanh, Cuong Do

CoRR, 2022

A novel deep learning-based approach for sleep apnea detection using single-lead ECG signals.

Anh-Tu Nguyen, Thao Nguyen, Huy-Khiem Le, Huy Hieu Pham, Cuong Do

CoRR, 2022

Hierarchical planning with state abstractions for temporal task specifications.

Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Matthew Berg, Ellie Pavlick, Stefanie Tellex

Auton. Robots, 2022

Affordance-based robot object retrieval.

Thao Nguyen, Nakul Gopalan, Roma Patel, Matt Corsaro, Ellie Pavlick, Stefanie Tellex

Auton. Robots, 2022

Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP.

Thao Nguyen, Gabriel Ilharco, Mitchell Wortsman, Sewoong Oh, Ludwig Schmidt

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-class Sentiment Classification for Customers' Reviews.

Cuong T. V. Nguyen, Anh M. Tran, Thao Nguyen, Trung T. Nguyen, Binh T. Nguyen

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

eDental: Managing Your Dental Care in Diet Diaries.

Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Enhui Goh, Beng Chin Ooi

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

FineNet: Frame Interpolation and Enhancement for Face Video Deblurring.

Phong Tran, Anh Tran, Thao Nguyen, Minh Hoai

CoRR, 2021

Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth.

Thao Nguyen, Maithra Raghu, Simon Kornblith

Proceedings of the 9th International Conference on Learning Representations, 2021

Lipstick Ain't Enough: Beyond Color Matching for In-the-Wild Makeup Transfer.

Thao Nguyen, Anh Tuan Tran, Minh Hoai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Robust and Private Learning of Halfspaces.

Badih Ghazi, Ravi Kumar, Pasin Manurangsi, Thao Nguyen

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Robot Object Retrieval with Contextual Natural Language Queries.

Thao Nguyen, Nakul Gopalan, Roma Patel, Matthew Corsaro, Ellie Pavlick, Stefanie Tellex

Proceedings of the Robotics: Science and Systems XVI, 2020

Concept Bottleneck Models.

Pang Wei Koh, Thao Nguyen, Yew Siang Tang, Stephen Mussmann, Emma Pierson, Been Kim, Percy Liang

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

2019

Respiration rate and volume measurements using wearable strain sensors.

Michael Chu, Thao Nguyen, Vaibhav Pandey, Yongxiao Zhou, Hoang N. Pham, Ronen Bar-Yoseph, Shlomit Radom-Aizik, Ramesh C. Jain, Dan M. Cooper, Michelle Khine

npj Digit. Medicine, 2019

Analyzing Social Media Data to Understand Consumers' Information Needs on Dietary Supplements.

Rubina F. Rizvi, Yefeng Wang, Thao Nguyen, Jake Vasilakes, Jiang Bian, Zhe He, Rui Zhang

CoRR, 2019

Planning with State Abstractions for Non-Markovian Task Specifications.

Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Ellie Pavlick, Stefanie Tellex

Proceedings of the Robotics: Science and Systems XV, 2019

Analyzing Social Media Data to Understand Consumer Information Needs on Dietary Supplements.

Rubina F. Rizvi, Yefeng Wang, Thao Nguyen, Jake Vasilakes, Jiang Bian, Zhe He, Rui Zhang

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Grounding Language Attributes to Objects using Bayesian Eigenobjects.

Vanya Cohen, Benjamin Burchfiel, Thao Nguyen, Nakul Gopalan, Stefanie Tellex, George Dimitri Konidaris

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

Delegated Proof of Reputation: a Novel Blockchain Consensus.

Thuat Do, Thao Nguyen, Hung Pham

Proceedings of the 2019 International Electronics Communication Conference, 2019

2018

Predicting Inpatient Discharge Prioritization With Electronic Health Records.

Anand Avati, Stephen Pfohl, Chris Lin, Thao Nguyen, Meng Zhang, Philip Hwang, Jessica Wetstone, Kenneth Jung, Andrew Y. Ng, Nigam H. Shah

CoRR, 2018

A Fully Private Pipeline for Deep Learning on Electronic Health Records.

Edward Chou, Thao Nguyen, Josh Beal, Albert Haque, Li Fei-Fei

CoRR, 2018

2017

An Exact Consensus-Based Network Intrusion Detection System.

Michel Toulouse, Quang Tran Minh, Thao Nguyen

Proceedings of the Future Data and Security Engineering - 4th International Conference, 2017

2014

Exploiting User Interest in Data-Driven Cloud-Based Mobile Optimization.

John Kolb, William Myott, Thao Nguyen, Abhishek Chandra, Jon B. Weissman

Proceedings of the 2nd IEEE International Conference on Mobile Cloud Computing, 2014

Opportunities for data-driven cloud-based mobile optimization.

William Myott, Thao Nguyen, Abhishek Chandra, George Karypis, Jon B. Weissman

Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

2013

Spectrum Sensing Using a Hidden Bivariate Markov Model.

Thao Nguyen, Brian L. Mark, Yariv Ephraim

IEEE Trans. Wirel. Commun., 2013

Handling organization name unknown word in Chinese-Vietnamese machine translation.

Phuoc Tran, Tan Le, Dien Dinh, Thao Nguyen

Proceedings of the 2013 IEEE RIVF International Conference on Computing and Communication Technologies, 2013

Object Detection Using Scale Invariant Feature Transform.

Thao Nguyen, Eun-Ae Park, Jiho Han, Dong-Chul Park, Soo-Young Min

Proceedings of the Genetic and Evolutionary Computing, 2013

2012

Towards a Trust and Reputation Framework for Social Web Platforms.

Thao Nguyen, Luigi Liquori, Bruno Martin, Karl Hanks

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012

2011

Explanation Effects Override Formal Category Definitions In Clinical Experts' Diagnostic Judgments.

Nancy Kim, Thao Nguyen, Daniel Paulus

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Hidden Markov process based dynamic spectrum access for cognitive radio.

Thao Nguyen, Brian L. Mark, Yariv Ephraim

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

2008

Printed Circuit Board Assembly Test Process and Design for Testability.

Thao Nguyen, Navid Rezvani

Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008

A Software as a Service with Multi-tenancy Support for an Electronic Contract Management Application.

Thomas Kwok, Thao Nguyen, Linh Lam

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

XG dynamic spectrum access field test results [Topics in Radio Communications].

Mark McHenry, Eugene Livsics, Thao Nguyen, Nivedita S. Majumdar

IEEE Commun. Mag., 2007

Document Management and Electronic Signature in an Online Contract Service.

Thomas Kwok, Thao Nguyen

Proceedings of the ICE-B 2007, 2007

A Web-based and Email Driven Electronic Contract Management System.

Thomas Kwok, Thao Nguyen, Linh Lam, Trieu C. Chieu

Proceedings of ICEBE 2007, 2007

Secure Search of Private Documents in an Enterprise Content Management System.

Vijay C. Chieu, Thao Nguyen, Liangzhao Zeng

Proceedings of ICEBE 2007, 2007

An Enterprise Electronic Contract Management System Based on Service-Oriented Architecture.

Trieu C. Chieu, Thao Nguyen, Sridhar Maradugu, Thomas Kwok

Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

2006

An Automatic Method to Extract Data from an Electronic Contract Composed of a Number of Documents in PDF Format.

Thomas Kwok, Thao Nguyen

Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006

An Enterprise Electronic Contract Management System using Dual XML and Secure PDF Documents.

Thomas Kwok, Thao Nguyen

Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

2005

An Automatic Electronic Contract Document Signing System in a Secure Environment.

Thomas Kwok, Thao Nguyen

Proceedings of the 7th IEEE International Conference on E-Commerce Technology (CEC 2005), 2005

Investigation of Combining SVM and Decision Tree for Emotion Classification.

Thao Nguyen, Mingkun Li, Iris Bass, Ishwar K. Sethi

Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

A Secure Electronic Contract Management and Process System Automated with Predefined Tasks.

Thomas Kwok, Thao Nguyen

Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005

2004

An efficient and systematic method to generate xslt stylesheets for different wireless pervasive devices.

Thomas Kwok, Thao Nguyen, Linh Lam, Kakan Roy

Proceedings of the 13th international conference on World Wide Web, 2004

A Novel Web Sales Tracking Solution for Multi-Channel Marketing Programs on Electronic Commerce.

Thomas Kwok, Thao Nguyen

Proceedings of the 2004 IEEE International Conference on E-Commerce Technology (CEC 2004), 2004

2003

Tracking results from multichannel marketing programs on electronic commerce.

Thomas Kwok, Thao Nguyen, Linh Lam

Proceedings of the Proceedings 4th ACM Conference on Electronic Commerce (EC-2003), 2003

2001

Business-to-business integration with tpaML and a business-to-business protocol framework.

Asit Dan, Daniel M. Dias, Robert D. Kearney, Terry C. Lau, Thao Nguyen, Francis N. Parr, Martin W. Sachs, Hidayatullah Shaikh

IBM Syst. J., 2001

1998

The Coyote Project: Framework for Multi-party E-Commerce.

Asit Dan, Daniel M. Dias, Thao Nguyen, Marty Sachs, Hidayatullah Shaikh, Richard P. King, Sastry Duri

Proceedings of the Research and Advanced Technology for Digital Libraries, 1998

1989

1-GHz GaAs ADC building blocks.

Francois Thomas, Francis Debrie, Maurice Gloanec, Michele Le Paih, Philippe Martin, Thao Nguyen, Stephanie Ruggeri, Jean-Marie Uro

IEEE J. Solid State Circuits, April, 1989