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Xiaowei Huang

University of Liverpool, UK

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

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Venues

AAAI ×10CVPR ×3NeurIPS ×3ACL ×2ECCV ×2ICLR ×2IROS ×2ACM MM ×1ECML-PKDD ×1ICCV ×1ICML ×1WACV ×1WWW ×1

Frequent coauthors

Jinwei Hu
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Zhen Chen
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Yi Zhang
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Yijie Hu
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Wangyu Wu
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Zihao Zhou
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Huiru Shao
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Boxuan Wang
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Fu Wang
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Maizhen Ning
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Weicheng He
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Kaiwen Cai
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Papers

  1. Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models
    ACL 2026 ·
    Boxuan Wang
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  2. Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation
    AAAI 2026 ·
    Zhen Chen
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  3. Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage
    ACL 2026 ·
    Jinwei Hu
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  4. Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments
    AAAI 2026 ·
    Jinwei Hu
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  5. A Black-Box Evaluation Framework for Semantic Robustness in Bird's Eye View Detection
    AAAI 2025 ·
    Fu Wang
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  6. Adversarial Training for Probabilistic Robustness
    ICCV 2025 ·
    Yi Zhang
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  7. Can MLLMs Absorb Math Reasoning Abilities from LLMs as Free Lunch?
    NeurIPS 2025 ·
    Yijie Hu
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  8. Covariance-Based Space Regularization for Few-Shot Class Incremental Learning
    WACV 2025 ·
    Yijie Hu
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  9. FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model
    NeurIPS 2025 ·
    Jinwei Hu
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  10. GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs
    AAAI 2025 ·
    Maizhen Ning
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  11. Image Fusion for Cross-Domain Sequential Recommendation
    WWW 2025 ·
    Wangyu Wu
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  12. Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist
    ICLR 2025 ·
    Zihao Zhou
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  13. Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection
    IROS 2025 ·
    Weicheng He
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  14. Prompt Categories Cluster for Weakly Supervised Semantic Segmentation
    CVPR 2025 ·
    Wangyu Wu
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  15. Risk Controlled Image Retrieval
    AAAI 2025 ·
    Kaiwen Cai
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  16. SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
    CVPR 2025 ·
    Zhenglin Huang
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  17. Towards Better Robustness Against Natural Corruptions in Document Tampering Localization
    AAAI 2025 ·
    Huiru Shao
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  18. Training Verification-Friendly Neural Networks via Neuron Behavior Consistency
    AAAI 2025 ·
    Zongxin Liu
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  19. ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning
    ICLR 2025 ·
    Zihan Ye
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  20. BAM: Box Abstraction Monitors for Real-time OoD Detection in Object Detection
    IROS 2024 ·
    Changshun Wu
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  21. Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE
    ECML-PKDD 2024 ·
    Jiaxu Liu
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  22. Delving into Adversarial Robustness on Document Tampering Localization
    ECCV 2024 ·
    Huiru Shao
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  23. Document Registration: Towards Automated Labeling of Pixel-Level Alignment Between Warped-Flat Documents
    ACM MM 2024 ·
    Weiguang Zhang
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  24. MathAttack: Attacking Large Language Models towards Math Solving Ability
    AAAI 2024 ·
    Zihao Zhou
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  25. Position: Building Guardrails for Large Language Models Requires Systematic Design
    ICML 2024 ·
    Yi Dong
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  26. ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models Against Stochastic Perturbation
    ECCV 2024 ·
    Yi Zhang
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  27. Representation-Based Robustness in Goal-Conditioned Reinforcement Learning
    AAAI 2024 ·
    Xiangyu Yin
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  28. Reward Certification for Policy Smoothed Reinforcement Learning
    AAAI 2024 ·
    Ronghui Mu
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  29. TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models
    NeurIPS 2024 ·
    Zhen Chen
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  30. Towards Fairness-Aware Adversarial Learning
    CVPR 2024 ·
    Yanghao Zhang
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