| Contrastive Learning for Neural Topic Model T Nguyen, AT Luu NeurIPS 2021, 2021 | 39 | 2021 |
| Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation T Nguyen, LA Tuan AAAI 2022, 2021 | 34* | 2021 |
| Enriching and Controlling Global Semantics for Text Summarization T Nguyen, AT Luu, T Lu, T Quan EMNLP 2021, 2021 | 28 | 2021 |
| Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions T Nguyen, X Wu, AT Luu, CD Nguyen, Z Hai, L Bing EMNLP 2022, 2022 | 11 | 2022 |
| Effective neural topic modeling with embedding clustering regularization X Wu, X Dong, TT Nguyen, AT Luu International Conference on Machine Learning, 37335-37357, 2023 | 10 | 2023 |
| Infoctm: A mutual information maximization perspective of cross-lingual topic modeling X Wu, X Dong, T Nguyen, C Liu, LM Pan, AT Luu Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 13763 …, 2023 | 8 | 2023 |
| A survey on neural topic models: Methods, applications, and challenges X Wu, T Nguyen, AT Luu Artificial Intelligence Review 57 (2), 1-30, 2024 | 4 | 2024 |
| On the affinity, rationality, and diversity of hierarchical topic modeling X Wu, F Pan, T Nguyen, Y Feng, C Liu, CD Nguyen, AT Luu Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 19261 …, 2024 | 2 | 2024 |
| Improving multimodal sentiment analysis: Supervised angular margin-based contrastive learning for enhanced fusion representation CD Nguyen, T Nguyen, D Vu, A Luu Findings of the Association for Computational Linguistics: EMNLP 2023, 14714 …, 2023 | 2 | 2023 |
| Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction T Nguyen, X Wu, X Dong, AT Luu, CD Nguyen, Z Hai, L Bing ACL 2023 (Findings), 2023 | 2 | 2023 |
| Neural Topic Modeling with Embedding Clustering Regularization X Wu, X Dong, TT Nguyen, AT Luu | 2 | 2022 |
| DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding T Nguyen, X Wu, X Dong, CD Nguyen, SK Ng, A Luu EMNLP 2023 (Findings), 2023 | 1 | 2023 |
| Vision-and-Language Pretraining T Nguyen, CD Nguyen, X Wu, SK Ng, AT Luu arXiv preprint arXiv:2207.01772, 2022 | 1 | 2022 |
| Automatic Container Code Recognition Using MultiDeep Pipeline D Nguyen, D Nguyen, T Nguyen, K Ngo, H Cao, T Vuong, T Quan ICCCI 2020, 139-153, 2020 | 1 | 2020 |
| KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning CD Nguyen, T Nguyen, X Wu, AT Luu arXiv preprint arXiv:2403.17486, 2024 | | 2024 |
| READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling T Nguyen, X Wu, X Dong, KM Le, Z Hu, CD Nguyen, SK Ng, AT Luu Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 18824 …, 2024 | | 2024 |
| Topic Modeling as Multi-Objective Contrastive Optimization T Nguyen, X Wu, X Dong, CDT Nguyen, SK Ng, AT Luu ICLR 2024, 2024 | | 2024 |
| Topic-Aware Causal Intervention for Counterfactual Detection T Nguyen, CD Nguyen, SK Ng, AT Luu Authorea Preprints, 2023 | | 2023 |
| Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment CD Nguyen, TA Vu-Le, T Nguyen, T Quan, AT Luu Proceedings of the 31st ACM International Conference on Multimedia, 5665-5673, 2023 | | 2023 |
Luu Anh TuanAssistant Professor, Nanyang Technological University, SingaporeVerified email at ntu.edu.sg
