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Thong Nguyen
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2020 – today
- 2024
- [j4]Xiaobao Wu, Thong Nguyen, Anh Tuan Luu:
A survey on neural topic models: methods, applications, and challenges. Artif. Intell. Rev. 57(2): 18 (2024) - [c24]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: 18824-18832 - [c23]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: 19261-19269 - [c22]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: 3088-3105 - [c21]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: 3636-3657 - [c20]Thong Nguyen
, Mariya Hendriksen
, Andrew Yates
, Maarten de Rijke
:
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control. ECIR (2) 2024: 448-464 - [i28]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 abs/2401.14113 (2024) - [i27]Xiaobao Wu, Thong Nguyen, Anh Tuan Luu:
A Survey on Neural Topic Models: Methods, Applications, and Challenges. CoRR abs/2401.15351 (2024) - [i26]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu:
Topic Modeling as Multi-Objective Contrastive Optimization. CoRR abs/2402.07577 (2024) - [i25]Thong Nguyen, Mariya Hendriksen, Andrew Yates:
Multimodal Learned Sparse Retrieval for Image Suggestion. CoRR abs/2402.07736 (2024) - [i24]Thong Nguyen, Mariya Hendriksen, Andrew Yates, Maarten de Rijke
:
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control. CoRR abs/2402.17535 (2024) - [i23]Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu:
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. CoRR abs/2403.17486 (2024) - [i22]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 abs/2405.17957 (2024) - [i21]Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu:
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm. CoRR abs/2405.17978 (2024) - [i20]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 abs/2406.05615 (2024) - [i19]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 abs/2407.03788 (2024) - 2023
- [c19]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: 13763-13771 - [c18]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: 1670-1696 - [c17]Thong Nguyen, Sean MacAvaney, Andrew Yates:
A Unified Framework for Learned Sparse Retrieval. ECIR (3) 2023: 101-116 - [c16]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: 3635-3649 - [c15]Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu, Anh Tuan Luu:
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation. EMNLP (Findings) 2023: 14714-14724 - [c14]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: 5665-5673 - [c13]Thong Nguyen
, Sean MacAvaney
, Andrew Yates
:
Adapting Learned Sparse Retrieval for Long Documents. SIGIR 2023: 1781-1785 - [i18]Thong Nguyen, Sean MacAvaney, Andrew Yates:
A Unified Framework for Learned Sparse Retrieval. CoRR abs/2303.13416 (2023) - [i17]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 abs/2304.03544 (2023) - [i16]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 abs/2305.12678 (2023) - [i15]Thong Nguyen, Sean MacAvaney, Andrew Yates:
Adapting Learned Sparse Retrieval for Long Documents. CoRR abs/2305.18494 (2023) - [i14]Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Anh Tuan Luu:
Effective Neural Topic Modeling with Embedding Clustering Regularization. CoRR abs/2306.04217 (2023) - [i13]Thong Nguyen, Andrew Yates:
Generative Retrieval as Dense Retrieval. CoRR abs/2306.11397 (2023) - [i12]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 abs/2312.01592 (2023) - [i11]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 abs/2312.02227 (2023) - [i10]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 abs/2312.02549 (2023) - [i9]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 abs/2312.06950 (2023) - 2022
- [c12]Thong Nguyen, Andrew Yates, Ayah Zirikly, Bart Desmet, Arman Cohan:
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires. ACL (1) 2022: 8446-8459 - [c11]Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing:
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. EMNLP 2022: 10085-10096 - [i8]Thong Nguyen, Andrew Yates, Ayah Zirikly, Bart Desmet, Arman Cohan:
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires. CoRR abs/2204.10432 (2022) - [i7]Thong Nguyen, Cong-Duy Nguyen, Xiaobao Wu, Anh Tuan Luu:
Vision-and-Language Pretraining. CoRR abs/2207.01772 (2022) - [i6]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 abs/2211.03524 (2022) - 2021
- [b1]Thong Nguyen:
Machine learning based models for signal integrity analysis. University of Illinois Urbana-Champaign, USA, 2021 - [c10]Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan:
Enriching and Controlling Global Semantics for Text Summarization. EMNLP (1) 2021: 9443-9456 - [c9]Thong Nguyen, Anh Tuan Luu:
Contrastive Learning for Neural Topic Model. NeurIPS 2021: 11974-11986 - [c8]Kevin Martin Jose, Thong Nguyen, Sean MacAvaney, Jeffrey Dalton, Andrew Yates:
DiffIR: Exploring Differences in Ranking Models' Behavior. SIGIR 2021: 2595-2599 - [i5]Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan:
Enriching and Controlling Global Semantics for Text Summarization. CoRR abs/2109.10616 (2021) - [i4]Thong Nguyen, Anh Tuan Luu:
Contrastive Learning for Neural Topic Model. CoRR abs/2110.12764 (2021) - [i3]Thong Nguyen, Luu Anh Tuan:
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation. CoRR abs/2112.03473 (2021) - 2020
- [c7]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: 139-153 - [c6]Xinying Wang, Thong Nguyen, José E. Schutt-Ainé:
PAM-4 Behavioral Modeling using Machine Learning via Laguerre-Volterra Expansion. LASCAS 2020: 1-4 - [i2]Thong Nguyen, Duy Nguyen, Pramod Rao:
Adaptive Name Entity Recognition under Highly Unbalanced Data. CoRR abs/2003.10296 (2020)
2010 – 2019
- 2019
- [i1]Thong Nguyen, Tianjian Lu, Ken Wu, José E. Schutt-Ainé:
Fast Transient Simulation of High-Speed Channels Using Recurrent Neural Network. CoRR abs/1902.02627 (2019) - 2017
- [j3]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): 21-28 (2017) - 2014
- [j2]Irena Loutchkina, Lakhmi C. Jain, Thong Nguyen, Sergey Nesterov:
Systems' Integration Technical Risks' Assessment Model (SITRAM). IEEE Trans. Syst. Man Cybern. Syst. 44(3): 342-352 (2014) - 2013
- [j1]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): 281-296 (2013) - 2010
- [c5]Jacky W. Keung
, Thong Nguyen:
Quantitative Analysis for Non-linear System Performance Data Using Case-Based Reasoning. APSEC 2010: 346-355 - [c4]Jacky W. Keung
, Yan Liu, Kate Foster, Thong Nguyen:
A Statistical Method for Middleware System Architecture Evaluation. Australian Software Engineering Conference 2010: 183-191
2000 – 2009
- 2009
- [c3]Yan Liu, Kate Foster, Thong Nguyen, Jacky W. Keung
:
Quality Assessment of Mission Critical Middleware System Using MEMS. QSIC 2009: 259-268 - 2008
- [c2]Muhammad Ali Babar, Andrew Northway, Ian Gorton, Paul Heuer, Thong Nguyen:
Introducing Tool Support for Managing Architectural Knowledge: An Experience Report. ECBS 2008: 105-113
1990 – 1999
- 1997
- [c1]Thong Nguyen:
A multi-agent architecture for situation awareness. KES (2) 1997: 502-507
Coauthor Index
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