Thong Nguyen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 51

Top Topics

Medical Records

Latent Dirichlet Allocation

Top Venues

Publications

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu
Topic Modeling as Multi-Objective Contrastive Optimization. CoRR (2024)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi M. Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. AAAI (2024)
Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. CoRR (2024)
Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. NAACL-HLT (2024)
Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm. CoRR (2024)
Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. AAAI (2024)
Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. ACL (Findings) (2024)
Phong Tran, Thong Nguyen, Long Chu, Nhi Tran, Hang Ta
A Solution for Commercializing, Decentralizing and Storing Electronic Medical Records by Integrating Proxy Re-Encryption, IPFS, and Blockchain. CoRR (2024)
Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. CoRR (2024)
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. ACL (Findings) (2024)
Xiaobao Wu, Thong Nguyen, Anh Tuan Luu
A Survey on Neural Topic Models: Methods, Applications, and Challenges. CoRR (2024)
Xiaobao Wu, Thong Nguyen, Anh Tuan Luu
A survey on neural topic models: methods, applications, and challenges. Artif. Intell. Rev. 57 (2) (2024)
Thong Nguyen, Mariya Hendriksen, Andrew Yates, Maarten de Rijke
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control. ECIR (2) (2024)
Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. CoRR (2024)
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. CoRR (2024)
Thong Nguyen, Mariya Hendriksen, Andrew Yates, Maarten de Rijke
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control. CoRR (2024)
Thong Nguyen, Mariya Hendriksen, Andrew Yates
Multimodal Learned Sparse Retrieval for Image Suggestion. CoRR (2024)
Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. CoRR (2024)
Thong Nguyen, Sean MacAvaney, Andrew Yates
A Unified Framework for Learned Sparse Retrieval. CoRR (2023)
Cong-Duy Nguyen, Thong Nguyen, Duc Vu, Anh Luu
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation. EMNLP (Findings) (2023)
Thong Nguyen, Andrew Yates
Generative Retrieval as Dense Retrieval. CoRR (2023)
Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Luu Anh Tuan
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment. CoRR (2023)
Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu, Luu Anh Tuan
Improving Multimodal Sentiment Analysis: Supervised Angular Margin-based Contrastive Learning for Enhanced Fusion Representation. CoRR (2023)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. CoRR (2023)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. CoRR (2023)
Thong Nguyen, Sean MacAvaney, Andrew Yates
Adapting Learned Sparse Retrieval for Long Documents. SIGIR (2023)
Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Anh Tuan Luu
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment. ACM Multimedia (2023)
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. AAAI (2023)
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. CoRR (2023)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai, Lidong Bing, Anh Tuan Luu
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. ACL (Findings) (2023)
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Anh Tuan Luu
Effective Neural Topic Modeling with Embedding Clustering Regularization. CoRR (2023)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. CoRR (2023)
Thong Nguyen, Sean MacAvaney, Andrew Yates
A Unified Framework for Learned Sparse Retrieval. ECIR (3) (2023)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. EMNLP (Findings) (2023)
Thong Nguyen, Sean MacAvaney, Andrew Yates
Adapting Learned Sparse Retrieval for Long Documents. CoRR (2023)
Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. EMNLP (2022)
Thong Nguyen, Cong-Duy Nguyen, Xiaobao Wu, Anh Tuan Luu
Vision-and-Language Pretraining. CoRR (2022)
Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions. CoRR (2022)
Thong Nguyen, Andrew Yates, Ayah Zirikly, Bart Desmet, Arman Cohan
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires. ACL (1) (2022)
Thong Nguyen, Andrew Yates, Ayah Zirikly, Bart Desmet, Arman Cohan
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires. CoRR (2022)
Kevin Martin Jose, Thong Nguyen, Sean MacAvaney, Jeffrey Dalton, Andrew Yates
DiffIR: Exploring Differences in Ranking Models' Behavior. SIGIR (2021)
Thong Nguyen, Anh Tuan Luu
Contrastive Learning for Neural Topic Model. CoRR (2021)
Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan
Enriching and Controlling Global Semantics for Text Summarization. CoRR (2021)
Thong Nguyen, Anh Tuan Luu
Contrastive Learning for Neural Topic Model. NeurIPS (2021)
Thong Nguyen, Luu Anh Tuan
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation. CoRR (2021)
Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan
Enriching and Controlling Global Semantics for Text Summarization. EMNLP (1) (2021)
Xinying Wang, Thong Nguyen, José E. Schutt-Ainé
PAM-4 Behavioral Modeling using Machine Learning via Laguerre-Volterra Expansion. LASCAS (2020)
Duy Nguyen, Duc Nguyen, Thong Nguyen, Khoi Ngo, Hung Cao, Thinh Vuong, Tho Quan
Automatic Container Code Recognition Using MultiDeep Pipeline. ICCCI (CCIS Volume) (2020)
Thong Nguyen, Duy Nguyen, Pramod Rao
Adaptive Name Entity Recognition under Highly Unbalanced Data. CoRR (2020)
Thong Nguyen, Tianjian Lu, Ken Wu, José E. Schutt-Ainé
Fast Transient Simulation of High-Speed Channels Using Recurrent Neural Network. CoRR (2019)
Matthew R. Sullivan, Punidha Sokkalingam, Thong Nguyen, James P. Donahue, Bruce C. Gibb
Binding of carboxylate and trimethylammonium salts to octa-acid and TEMOA deep-cavity cavitands. J. Comput. Aided Mol. Des. 31 (1) (2017)
Irena Loutchkina, Lakhmi C. Jain, Thong Nguyen, Sergey Nesterov
Systems' Integration Technical Risks' Assessment Model (SITRAM). IEEE Trans. Syst. Man Cybern. Syst. 44 (3) (2014)
Irena Loutchkina, Lakhmi C. Jain, Thong Nguyen, Sergey Nesterov
The Systems Integration Technical Risk assessment fusing of Bayesian Belief Networks and Parametric Models. J. Intell. Fuzzy Syst. 24 (2) (2013)
Jacky W. Keung, Yan Liu, Kate Foster, Thong Nguyen
A Statistical Method for Middleware System Architecture Evaluation. Australian Software Engineering Conference (2010)
Jacky W. Keung, Thong Nguyen
Quantitative Analysis for Non-linear System Performance Data Using Case-Based Reasoning. APSEC (2010)
Yan Liu, Kate Foster, Thong Nguyen, Jacky W. Keung
Quality Assessment of Mission Critical Middleware System Using MEMS. QSIC (2009)
Muhammad Ali Babar, Andrew Northway, Ian Gorton, Paul Heuer, Thong Nguyen
Introducing Tool Support for Managing Architectural Knowledge: An Experience Report. ECBS (2008)