Publications / Preprints

✉ denotes Corresponding Author. # denotes Equal Contribution.

Please see my  Google Scholar for the most up-to-date list of publications.

Preprints

2024

  1. arxiv
    AntiLeak-Bench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
    Xiaobao Wu, Liangming Pan, Yuxi Xie, Ruiwen Zhou, Shuai Zhao, Yubo Ma, Mingzhe Du, Rui Mao, Anh Tuan Luu, and William Yang Wang
    preprint, 2024

Conference & Journal Papers

2025

  1. Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation
    Cong-Duy Nguyen,  Xiaobao Wu, Thong Thanh Nguyen, Khoi Le, Viet Anh Nguyen, and Anh Tuan Luu
    In Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2025
  2. A Survey of Recent Backdoor Attacks and Defenses in Large Language Models
    Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Xiaoyu Xu,  Xiaobao Wu, Jie Fu, Yichao Feng, Fengjun Pan, and Anh Tuan Luu
    Transactions on Machine Learning Research (TMLR), 2025
  3. Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
    Thong Thanh Nguyen,  Xiaobao Wu, Yi Bin, Cong-Duy T Nguyen, See-Kiong Ng, and Anh Tuan Luu
    In AAAI Conference on Artificial Intelligence (AAAI), 2025
  4. Multi-Scale Contrastive Learning for Video Temporal Grounding
    Thong Thanh Nguyen, Yi Bin,  Xiaobao Wu, Zhiyuan Hu, Cong-Duy T Nguyen, See-Kiong Ng, and Anh Tuan Luu
    In AAAI Conference on Artificial Intelligence (AAAI), 2025
  5. SAC
    Curriculum Demonstration Selection for In-Context Learning
    Duc Anh Vu, Nguyen Tran Cong Duy,  Xiaobao Wu, Hoang Minh Nhat, Du Mingzhe, Nguyen Thanh Thong, and Anh Tuan Luu
    In ACM/SIGAPP Symposium On Applied Computing conference (SAC), 2025
  6. Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels
    Chaoqun Liu, Qin Chao, Wenxuan Zhang,  Xiaobao Wu, Boyang Li, Anh Tuan Luu, and Lidong Bing
    In International Conference on Computational Linguistics (COLING), 2025

2024

  1. FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
    Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, and Anh Tuan Luu
    In Neural Information Processing Systems (NeurIPS), 2024
  2. AKEW: Assessing Knowledge Editing in the Wild
    Xiaobao Wu, Liangming Pan, William Yang Wang, and Anh Tuan Luu
    In Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
  3. Are LLMs Good Zero-shot Fallacy Classifiers?
    Fengjun Pan#Xiaobao Wu#, Zongrui Li, and Anh Tuan Luu
    In Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
  4. Encoding and Controlling Global Semantics for Long-form Video Question Answering
    Thong Thanh Nguyen, Zhiyuan Hu,  Xiaobao Wu, Cong-Duy Nguyen, See-Kiong Ng, and Anh Tuan Luu
    In Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
  5. AIR
    A Survey on Neural Topic Models: Methods, Applications, and Challenges
    Xiaobao Wu, Thong Nguyen, and Anh Tuan Luu
    Artificial Intelligence Review (AIR), 2024
  6. ACL Demo
    Towards the TopMost: A Topic Modeling System Toolkit
    Xiaobao Wu, Fengjun Pan, and Anh Tuan Luu
    In The Annual Meeting of Association for Computational Linguistics: System Demonstration Track, 2024
  7. On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
    Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, and Anh Tuan Luu
    In AAAI Conference on Artificial Intelligence (AAAI), 2024
  8. ACL Findings
    Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
    Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, and Anh Tuan Luu
    In Findings of Annual Meeting of the Association for Computational Linguistics (ACL), 2024
  9. ECCV
    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, and Luu Anh Tuan
    In European Conference on Computer Vision (ECCV), 2024
  10. READ-PVLA: 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 M Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, and Anh Tuan Luu
    In AAAI Conference on Artificial Intelligence (AAAI), 2024
  11. Topic Modeling as Multi-Objective Contrastive Optimization
    Thong Thanh Nguyen,  Xiaobao Wu, Xinshuai Dong, Cong-Duy T Nguyen, See-Kiong Ng, and Anh Tuan Luu
    In International Conference on Learning Representations (ICLR), 2024
  12. KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
    Cong-Duy Nguyen, Thong Nguyen,  Xiaobao Wu, and Anh Tuan Luu
    In Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024

2023

  1. Effective Neural Topic Modeling with Embedding Clustering Regularization
    Xiaobao Wu, Xinshuai Dong, Thong Nguyen, and Anh Tuan Luu
    In International Conference on Machine Learning (ICML), 2023
  2. AAAI Oral Presentation
    Infoctm: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling
    Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liang-Ming Pan, and Anh Tuan Luu
    In AAAI Conference on Artificial Intelligence (AAAI), 2023
  3. ACL
    Fact-Checking Complex Claims with Program-Guided Reasoning
    Liangming Pan,  Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, and Preslav Nakov
    In Annual Meeting of the Association for Computational Linguistics (ACL), 2023
  4. EMNLP Findings
    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, and Anh Luu
    In Findings of Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
  5. ACL Findings
    Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction
    Thong Thanh Nguyen,  Xiaobao Wu, Xinshuai Dong, Cong-Duy T Nguyen, Zhen Hai, Lidong Bing, and Anh Tuan Luu
    In Findings of Annual Meeting of the Association for Computational Linguistics (ACL), 2023
  6. ACL Findings
    Zero-Shot Text Classification via Self-Supervised Tuning
    Chaoqun Liu, Wenxuan Zhang, Guizhen Chen,  Xiaobao Wu, Anh Tuan Luu, Chip Hong Chang, and Lidong Bing
    In Findings of Annual Meeting of the Association for Computational Linguistics (ACL), 2023

2022

  1. Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning
    Xiaobao Wu, Anh Tuan Luu, and Xinshuai Dong
    In Conference on Empirical Methods in Natural Language Processing (EMNLP), Dec 2022
  2. Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions
    Thong Nguyen,  Xiaobao Wu, Anh-Tuan Luu, Cong-Duy Nguyen, Zhen Hai, and Lidong Bing
    In Conference on Empirical Methods in Natural Language Processing (EMNLP), Dec 2022

2021

  1. ACL Findings
    Discovering Topics in Long-tailed Corpora with Causal Intervention
    Xiaobao Wu, Chunping Li, and Yishu Miao
    In Findings of Annual Meeting of the Association for Computational Linguistics (ACL), Aug 2021

2020

  1. Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder
    Xiaobao Wu, Chunping Li, Yan Zhu, and Yishu Miao
    In Conference on Empirical Methods in Natural Language Processing (EMNLP), Nov 2020
  2. NLPCC Oral Presentation
    Learning Multilingual Topics with Neural Variational Inference
    Xiaobao Wu, Chunping Li, Yan Zhu, and Yishu Miao
    In International Conference on Natural Language Processing and Chinese Computing (NLPCC), Nov 2020

2019

  1. IJCNN
    Short Text Topic Modeling with Flexible Word Patterns
    Xiaobao Wu, and Chunping Li
    In ijcnn, Nov 2019







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