Xiaobao Wu

Venues

Frequent coauthors

Papers

1. Learning Uncertainty from Sequential Internal Dispersion in Large Language Models
   ACL 2026 ·

   Ponhvoan Srey

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2. MUR: Momentum Uncertainty guided Reasoning for Large Language Models
   ACL 2026 ·

   Hang Yan

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3. P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
   ACL 2026 ·

   Shuai Zhao

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4. Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection
   WWW 2026 ·

   Fengjun Pan

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5. Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers
   ACL 2026 ·

   Viet-Anh Nguyen

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6. Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures
   ACL 2026 ·

   Yi Hu

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7. Understanding and Preventing Entropy Collapse in RLVR with On-Policy Entropy Flow Optimization
   ACL 2026 ·

   Huimin Xu

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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
10. CodeArena: A Collective Evaluation Platform for LLM Code Generation
    ACL 2025 ·

    Mingzhe Du

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11. Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation
    NAACL 2025 ·

    Cong-Duy T. Nguyen

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12. Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning
    ACL 2025 ·

    Huimin Xu

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13. HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
    NeurIPS 2025 ·

    Haoran Luo

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14. KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
    ICML 2025 ·

    Haoran Luo

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15. MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering
    EMNLP 2025 ·

    Siyue Zhang

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16. Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
    AAAI 2025 ·

    Thong Thanh Nguyen

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17. Multi-Scale Contrastive Learning for Video Temporal Grounding
    AAAI 2025 ·

    Thong Thanh Nguyen

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18. RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
    ACL 2025 ·

    Ruiwen Zhou

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19. SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation
    ACL 2025 ·

    Huimin Xu

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20. Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings
    ACL 2025 ·

    Yubo Ma

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21. Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation
    ACL 2025 ·

    Shuai Zhao

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22. Unsupervised Hallucination Detection by Inspecting Reasoning Processes
    EMNLP 2025 ·

    Ponhvoan Srey

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23. AKEW: Assessing Knowledge Editing in the Wild
    EMNLP 2024 · Xiaobao Wu
24. Are LLMs Good Zero-Shot Fallacy Classifiers?
    EMNLP 2024 ·

    Fengjun Pan

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25. Encoding and Controlling Global Semantics for Long-form Video Question Answering
    EMNLP 2024 ·

    Thong Nguyen

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26. FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
    NeurIPS 2024 · Xiaobao Wu
27. KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
    NAACL 2024 ·

    Cong-Duy Nguyen

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28. Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
    ECCV 2024 ·

    Thong Nguyen

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29. Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
    ACL 2024 · Xiaobao Wu
30. On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
    AAAI 2024 · Xiaobao Wu
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

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32. Topic Modeling as Multi-Objective Contrastive Optimization
    ICLR 2024 ·

    Thong Thanh Nguyen

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33. Towards the TopMost: A Topic Modeling System Toolkit
    ACL 2024 · Xiaobao Wu