Publications

2026

  1. Eulerian Motion Guidance: Robust Image Animation via Bidirectional Geometric Consistency
    Thong Nguyen, Khoi M. Le, Cong-Duy Nguyen, Anh Tuan Luu, See-Kiong Ng, Chunyan Miao
  2. Tracking the Truth: Object-Centric Spatio-Temporal Monitoring for Video Large Language Models
    Tri Cao, Khoi Le, Thong Nguyen, Cong-Duy Nguyen, Quynh Vo, Anh Tuan Luu, Chunyan Miao, See-Kiong Ng, Shuicheng Yan, Bryan Hooi
  3. WARD: Adversarially Robust Defense of Web Agents Against Prompt Injections
    Tri Cao, Yulin Chen, Hieu Cao, Yibo Li, Khoi Le, Thong Nguyen, Yuexin Li, Yufei He, Yue Liu, Shuicheng Yan, Bryan Hooi

2025

  1. Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
    Thong Nguyen, Xiaobao Wu, Yi Bin, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
    In Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI 2025)
  2. Multi-Scale Contrastive Learning for Video Temporal Grounding
    Thong Nguyen, Yi Bin, Xiaobao Wu, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
    In Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI 2025)

2024

  1. FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm
    Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu
    In Advances in Neural Information Processing Systems (NeurIPS 2024)
  2. Encoding and Controlling Global Semantics for Long-form Video Question Answering
    Thong Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
  3. MAMA: A Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
    Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
    In Proceedings of the 18th European Conference on Computer Vision (ECCV 2024)
  4. Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives
    Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
    In Proceedings of Findings of 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024 Findings)
  5. KDMCSE: Knowledge distillation multimodal sentence embeddings with adaptive angular margin contrastive learning
    Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Luu Anh Tuan
    In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024)
  6. On the affinity, rationality, and diversity of hierarchical topic modeling
    Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Luu Anh Tuan
    In Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024)
  7. READ: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling
    Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
    In Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024)

2023

  1. Improving multimodal sentiment analysis: Supervised angular margin-based contrastive learning for enhanced fusion representation
    Cong-Duy Nguyen, Thong Nguyen, Duc Vu, Luu Anh Tuan
    In Proceedings of Findings of 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023 Findings)
  2. Effective Neural Topic Modeling with Embedding Clustering Regularization
    Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Luu Anh Tuan
    In Proceedings of the 40th International Conference on Machine Learning (ICML 2023)
  3. DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding
    Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
    In Proceedings of Findings of 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023 Findings)
  4. InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling
    Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Luu Anh Tuan
    In Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI 2023)
  5. Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction
    Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Luu Anh Tuan, Cong-Duy Nguyen, Zhen Hai, Lidong Bing
    In Proceedings of Findings of 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023 Findings)

2022

  1. Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions
    Thong Nguyen, Xiaobao Wu, Luu Anh Tuan, Cong-Duy Nguyen, Zhen Hai, Lidong Bing
    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)
  2. Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation
    Thong Nguyen, Luu Anh Tuan
    In Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI 2022)

2021

  1. Contrastive Learning for Neural Topic Model
    Thong Nguyen, Luu Anh Tuan
    In Advances in Neural Information Processing Systems (NeurIPS 2021)
  2. Enriching and Controlling Global Semantics for Text Summarization
    Thong Nguyen, Luu Anh Tuan, Truc Lu, Tho Quan
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021)