Enriching and Controlling Global Semantics for Text Summarization. - Thong Nguyen 003; Anh Tuan Luu; Truc Lu; Tho Quan 001 (EMNLP (1), 2021)

Contrastive Learning for Neural Topic Model. - Thong Nguyen 003; Anh Tuan Luu (NeurIPS, 2021)

Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation. - Thong Nguyen 003; Luu Anh Tuan (CoRR, 2021)

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. - Thong Nguyen 003; Xiaobao Wu; Anh Tuan Luu; Zhen Hai; Lidong Bing (EMNLP, 2022)

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions. - Thong Nguyen 003; Xiaobao Wu; Anh Tuan Luu; Cong-Duy Nguyen; Zhen Hai; Lidong Bing (CoRR, 2022)

InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. - Xiaobao Wu; Xinshuai Dong; Thong Nguyen 003; Chaoqun Liu; Liangming Pan; Anh Tuan Luu (AAAI, 2023)

Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Cong-Duy Nguyen; Zhen Hai; Lidong Bing; Anh Tuan Luu (ACL (Findings), 2023)

Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation. - Cong-Duy Nguyen; Thong Nguyen 003; Duc Anh Vu 002; Anh Tuan Luu (EMNLP (Findings), 2023)

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (EMNLP (Findings), 2023)

Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment. - Cong-Duy Nguyen; The-Anh Vu-Le; Thong Nguyen 003; Tho Quan 001; Anh Tuan Luu (ACM Multimedia, 2023)

Effective Neural Topic Modeling with Embedding Clustering Regularization. - Xiaobao Wu; Xinshuai Dong; Thong Nguyen 003; Anh Tuan Luu (CoRR, 2023)

READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Khoi Le; Zhiyuan Hu; Cong-Duy Nguyen; See-Kiong Ng; Luu Anh Tuan (CoRR, 2023)

READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Khoi M. Le; Zhiyuan Hu; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (AAAI, 2024)

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. - Xiaobao Wu; Fengjun Pan; Thong Nguyen 003; Yichao Feng; Chaoqun Liu; Cong-Duy Nguyen; Anh Tuan Luu (AAAI, 2024)

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. - Thong Nguyen 003; Yi Bin; Junbin Xiao; Leigang Qu; Yicong Li 004; Jay Zhangjie Wu; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (ACL (Findings), 2024)

Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. - Xiaobao Wu; Xinshuai Dong; Liangming Pan; Thong Nguyen 003; Anh Tuan Luu (ACL (Findings), 2024)

Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. - Thong Nguyen 003; Yi Bin; Xiaobao Wu; Xinshuai Dong; Zhiyuan Hu; Khoi Le; Cong-Duy Nguyen; See-Kiong Ng; Luu Anh Tuan (ECCV (80), 2024)

Encoding and Controlling Global Semantics for Long-form Video Question Answering. - Thong Nguyen 003; Zhiyuan Hu; Xiaobao Wu; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (EMNLP, 2024)

KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. - Cong-Duy Nguyen; Thong Nguyen 003; Xiaobao Wu; Anh Tuan Luu (NAACL-HLT, 2024)

FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model. - Xiaobao Wu; Thong Nguyen 003; Delvin Zhang; William Yang Wang; Anh Tuan Luu (NeurIPS, 2024)

Topic Modeling as Multi-Objective Contrastive Optimization. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Cong-Duy T. Nguyen; See-Kiong Ng; Anh Tuan Luu (CoRR, 2024)

FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm. - Xiaobao Wu; Thong Nguyen 003; Delvin Ce Zhang; William Yang Wang; Anh Tuan Luu (CoRR, 2024)

Topic-aware Causal Intervention for Counterfactual Detection. - Thong Nguyen 003; Truc-My Nguyen (CoRR, 2024)

A survey on neural topic models: methods, applications, and challenges. - Xiaobao Wu; Thong Nguyen 003; Anh Tuan Luu (Artif. Intell. Rev., 2024)

Curriculum Demonstration Selection for In-Context Learning. - Duc Anh Vu 002; Cong-Duy Nguyen; Xiaobao Wu; Nhat M. Hoang; Mingzhe Du; Thong Nguyen 003; Anh Tuan Luu (SAC, 2025)

Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation. - Cong-Duy Nguyen; Xiaobao Wu; Thong Nguyen 003; Shuai Zhao 007; Khoi Le; Viet-Anh Nguyen; Yichao Feng; Anh Tuan Luu (CoRR, 2025)

CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base. - Cong-Duy Nguyen; Xiaobao Wu; Duc Anh Vu 002; Shuai Zhao 007; Thong Nguyen 003; Anh Tuan Luu (CoRR, 2025)

TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems. - Khang H. N. Vo; Duc P. T. Nguyen; Thong Nguyen 003; Tho T. Quan (CoRR, 2025)

Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding. - Thong Nguyen 003; Zhiyuan Hu; Xu Lin; Cong-Duy Nguyen; See-Kiong Ng; Luu Anh Tuan (CoRR, 2025)