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Xiaobao Wu

33 papers at tracked venues · 24 at CORE A* · active 2024–2026

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Venues

ACL ×15EMNLP ×6AAAI ×4NAACL ×2NeurIPS ×2ECCV ×1ICLR ×1ICML ×1WWW ×1

Frequent coauthors

Anh Tuan Luu
×29
Cong-Duy T. Nguyen
×11
See-Kiong Ng
×7
Thong Nguyen
×7
Shuai Zhao
×5
Liangming Pan
×5
Fengjun Pan
×4
William Yang Wang
×4
Thong Thanh Nguyen
×4
Zhiyuan Hu
×4
Xinshuai Dong
×4
Haoran Luo
×3

Papers

  1. Learning Uncertainty from Sequential Internal Dispersion in Large Language Models
    ACL 2026 ·
    Ponhvoan Srey
    , Xiaobao Wu,
    Cong-Duy T. Nguyen
    ,
    Anh Tuan Luu
  2. MUR: Momentum Uncertainty guided Reasoning for Large Language Models
    ACL 2026 ·
    Hang Yan
    ,
    Fangzhi Xu
    ,
    Rongman Xu
    ,
    Yifei Li
    ,
    Jian Zhang
    ,
    Haoran Luo
    , Xiaobao Wu,
    Anh Tuan Luu
    ,
    Haiteng Zhao
    ,
    Qika Lin
    ,
    Jun Liu
  3. P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
    ACL 2026 ·
    Shuai Zhao
    ,
    Xinyi Wu
    ,
    Shiqian Zhao
    , Xiaobao Wu,
    Zhongliang Guo
    ,
    Yanhao Jia
    ,
    Anh Tuan Luu
  4. Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection
    WWW 2026 ·
    Fengjun Pan
    , Xiaobao Wu,
    Tho Quan
    ,
    Anh Tuan Luu
  5. Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers
    ACL 2026 ·
    Viet-Anh Nguyen
    ,
    Shiqian Zhao
    ,
    Gia Dao
    ,
    Runyi Hu
    ,
    Yi Xie
    , Xiaobao Wu,
    Anh Tuan Luu
  6. Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures
    ACL 2026 ·
    Yi Hu
    ,
    Jiaqi Gu
    ,
    Ruxin Wang
    ,
    Zijun Yao
    ,
    Hao Peng
    , Xiaobao Wu,
    Jianhui Chen
    ,
    Muhan Zhang
    ,
    Liangming Pan
  7. Understanding and Preventing Entropy Collapse in RLVR with On-Policy Entropy Flow Optimization
    ACL 2026 ·
    Huimin Xu
    ,
    Shuai Zhao
    , Xiaobao Wu,
    Anh Tuan Luu
  8. A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies
    EMNLP 2025 · Xiaobao Wu
  9. AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
    ACL 2025 · Xiaobao Wu,
    Liangming Pan
    ,
    Yuxi Xie
    ,
    Ruiwen Zhou
    ,
    Shuai Zhao
    ,
    Yubo Ma
    ,
    Mingzhe Du
    ,
    Rui Mao
    ,
    Anh Tuan Luu
    ,
    William Yang Wang
  10. CodeArena: A Collective Evaluation Platform for LLM Code Generation
    ACL 2025 ·
    Mingzhe Du
    ,
    Anh Tuan Luu
    ,
    Bin Ji
    , Xiaobao Wu,
    Yuhao Qing
    ,
    Dong Huang
    ,
    Terry Yue Zhuo
    ,
    Qian Liu
    ,
    See-Kiong Ng
  11. Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation
    NAACL 2025 ·
    Cong-Duy T. Nguyen
    , Xiaobao Wu,
    Thong Thanh Nguyen
    ,
    Shuai Zhao
    ,
    Khoi M. Le
    ,
    Viet-Anh Nguyen
    ,
    Yichao Feng
    ,
    Anh Tuan Luu
  12. Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning
    ACL 2025 ·
    Huimin Xu
    ,
    Xin Mao
    ,
    Feng-Lin Li
    , Xiaobao Wu,
    Wang Chen
    ,
    Wei Zhang
    ,
    Anh Tuan Luu
  13. HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
    NeurIPS 2025 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Guanting Chen
    ,
    Yandan Zheng
    , Xiaobao Wu,
    Yikai Guo
    ,
    Qika Lin
    ,
    Yu Feng
    ,
    Zemin Kuang
    ,
    Meina Song
    ,
    Yifan Zhu
    ,
    Anh Tuan Luu
  14. KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
    ICML 2025 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Yikai Guo
    ,
    Qika Lin
    , Xiaobao Wu,
    Xinyu Mu
    ,
    Wenhao Liu
    ,
    Meina Song
    ,
    Yifan Zhu
    ,
    Anh Tuan Luu
  15. MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering
    EMNLP 2025 ·
    Siyue Zhang
    ,
    Yuxiang Xue
    ,
    Yiming Zhang
    , Xiaobao Wu,
    Anh Tuan Luu
    ,
    Chen Zhao
  16. Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
    AAAI 2025 ·
    Thong Thanh Nguyen
    , Xiaobao Wu,
    Yi Bin
    ,
    Cong-Duy T. Nguyen
    ,
    See-Kiong Ng
    ,
    Anh Tuan Luu
  17. Multi-Scale Contrastive Learning for Video Temporal Grounding
    AAAI 2025 ·
    Thong Thanh Nguyen
    ,
    Yi Bin
    , Xiaobao Wu,
    Zhiyuan Hu
    ,
    Cong-Duy T. Nguyen
    ,
    See-Kiong Ng
    ,
    Anh Tuan Luu
  18. RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
    ACL 2025 ·
    Ruiwen Zhou
    ,
    Wenyue Hua
    ,
    Liangming Pan
    ,
    Sitao Cheng
    , Xiaobao Wu,
    En Yu
    ,
    William Yang Wang
  19. SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation
    ACL 2025 ·
    Huimin Xu
    ,
    Xin Mao
    ,
    Feng-Lin Li
    , Xiaobao Wu,
    Wang Chen
    ,
    Wei Zhang
    ,
    Anh Tuan Luu
  20. Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings
    ACL 2025 ·
    Yubo Ma
    ,
    Jinsong Li
    ,
    Yuhang Zang
    , Xiaobao Wu,
    Xiaoyi Dong
    ,
    Pan Zhang
    ,
    Yuhang Cao
    ,
    Haodong Duan
    ,
    Jiaqi Wang
    ,
    Yixin Cao
    ,
    Aixin Sun
  21. Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation
    ACL 2025 ·
    Shuai Zhao
    , Xiaobao Wu,
    Cong-Duy T. Nguyen
    ,
    Yanhao Jia
    ,
    Meihuizi Jia
    ,
    Yichao Feng
    ,
    Anh Tuan Luu
  22. Unsupervised Hallucination Detection by Inspecting Reasoning Processes
    EMNLP 2025 ·
    Ponhvoan Srey
    , Xiaobao Wu,
    Anh Tuan Luu
  23. AKEW: Assessing Knowledge Editing in the Wild
    EMNLP 2024 · Xiaobao Wu,
    Liangming Pan
    ,
    William Yang Wang
    ,
    Anh Tuan Luu
  24. Are LLMs Good Zero-Shot Fallacy Classifiers?
    EMNLP 2024 ·
    Fengjun Pan
    , Xiaobao Wu,
    Zongrui Li
    ,
    Anh Tuan Luu
  25. Encoding and Controlling Global Semantics for Long-form Video Question Answering
    EMNLP 2024 ·
    Thong Nguyen
    ,
    Zhiyuan Hu
    , Xiaobao Wu,
    Cong-Duy Nguyen
    ,
    See-Kiong Ng
    ,
    Anh Tuan Luu
  26. FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
    NeurIPS 2024 · Xiaobao Wu,
    Thong Nguyen
    ,
    Delvin Zhang
    ,
    William Yang Wang
    ,
    Anh Tuan Luu
  27. KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
    NAACL 2024 ·
    Cong-Duy Nguyen
    ,
    Thong Nguyen
    , Xiaobao Wu,
    Anh Tuan Luu
  28. Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
    ECCV 2024 ·
    Thong Nguyen
    ,
    Yi Bin
    , Xiaobao Wu,
    Xinshuai Dong
    ,
    Zhiyuan Hu
    ,
    Khoi Le
    ,
    Cong-Duy Nguyen
    ,
    See-Kiong Ng
    ,
    Luu Anh Tuan
  29. Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
    ACL 2024 · Xiaobao Wu,
    Xinshuai Dong
    ,
    Liangming Pan
    ,
    Thong Nguyen
    ,
    Anh Tuan Luu
  30. On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
    AAAI 2024 · Xiaobao Wu,
    Fengjun Pan
    ,
    Thong Nguyen
    ,
    Yichao Feng
    ,
    Chaoqun Liu
    ,
    Cong-Duy Nguyen
    ,
    Anh Tuan Luu
  31. READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling
    AAAI 2024 ·
    Thong Nguyen
    , Xiaobao Wu,
    Xinshuai Dong
    ,
    Khoi M. Le
    ,
    Zhiyuan Hu
    ,
    Cong-Duy Nguyen
    ,
    See-Kiong Ng
    ,
    Anh Tuan Luu
  32. Topic Modeling as Multi-Objective Contrastive Optimization
    ICLR 2024 ·
    Thong Thanh Nguyen
    , Xiaobao Wu,
    Xinshuai Dong
    ,
    Cong-Duy T. Nguyen
    ,
    See-Kiong Ng
    ,
    Anh Tuan Luu
  33. Towards the TopMost: A Topic Modeling System Toolkit
    ACL 2024 · Xiaobao Wu,
    Fengjun Pan
    ,
    Anh Tuan Luu