Xiaowei Huang

University of Liverpool, UK

31 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6267-0366 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Wenjie Ruan

×10

Kaizhu Huang

×9

Xingyu Zhao

×8

Qiufeng Wang

×7

Yi Dong

×5

Xiangyu Yin

×5

Jinwei Hu

×5

Yi Zhang

×4

Zihao Zhou

×4

Zhen Chen

×3

Yanghao Zhang

×3

Guangliang Cheng

×3

Papers

Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models
ACL 2026 ·
Boxuan Wang
,
Zhuoyun Li
,
Xinmiao Huang
, Xiaowei Huang,
Yi Dong
Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation
AAAI 2026 ·
Zhen Chen
,
Yi Zhang
,
Xiangyu Yin
,
Chengxuan Qin
,
Xingyu Zhao
, Xiaowei Huang,
Wenjie Ruan
Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage
ACL 2026 ·
Jinwei Hu
,
Xinmiao Huang
,
Youcheng Sun
,
Yi Dong
, Xiaowei Huang
Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments
AAAI 2026 ·
Jinwei Hu
,
Yi Dong
,
Youcheng Sun
, Xiaowei Huang
A Black-Box Evaluation Framework for Semantic Robustness in Bird's Eye View Detection
AAAI 2025 ·
Fu Wang
,
Yanghao Zhang
,
Xiangyu Yin
,
Guangliang Cheng
,
Zeyu Fu
, Xiaowei Huang,
Wenjie Ruan
Adversarial Training for Probabilistic Robustness
ICCV 2025 ·
Yi Zhang
,
Yuhang Chen
,
Zhen Chen
,
Wenjie Ruan
, Xiaowei Huang,
Siddartha Khastgir
,
Xingyu Zhao
Can MLLMs Absorb Math Reasoning Abilities from LLMs as Free Lunch?
NeurIPS 2025 ·
Yijie Hu
,
Zihao Zhou
,
Kaizhu Huang
, Xiaowei Huang,
Qiufeng Wang
Covariance-Based Space Regularization for Few-Shot Class Incremental Learning
WACV 2025 ·
Yijie Hu
,
Guanyu Yang
,
Zhaorui Tan
, Xiaowei Huang,
Kaizhu Huang
,
Qiufeng Wang
FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model
NeurIPS 2025 ·
Jinwei Hu
,
Zhenglin Huang
,
Xiangyu Yin
,
Wenjie Ruan
,
Guangliang Cheng
,
Yi Dong
, Xiaowei Huang
GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs
AAAI 2025 ·
Maizhen Ning
,
Zihao Zhou
,
Qiufeng Wang
, Xiaowei Huang,
Kaizhu Huang
Image Fusion for Cross-Domain Sequential Recommendation
WWW 2025 ·
Wangyu Wu
,
Siqi Song
,
Xianglin Qiu
, Xiaowei Huang,
Fei Ma
,
Jimin Xiao
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist
ICLR 2025 ·
Zihao Zhou
,
Shudong Liu
,
Maizhen Ning
,
Wei Liu
,
Jindong Wang
,
Derek F. Wong
, Xiaowei Huang,
Qiufeng Wang
,
Kaizhu Huang
Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection
IROS 2025 ·
Weicheng He
,
Changshun Wu
,
Chih-Hong Cheng
, Xiaowei Huang,
Saddek Bensalem
Patch Synthesis for Property Repair of Deep Neural Networks
ICSE 2025 ·
Zhiming Chi
,
Jianan Ma
,
Pengfei Yang
,
Cheng-Chao Huang
,
Renjue Li
,
Jingyi Wang
, Xiaowei Huang,
Lijun Zhang
Prompt Categories Cluster for Weakly Supervised Semantic Segmentation
CVPR 2025 ·
Wangyu Wu
,
Xianglin Qiu
,
Siqi Song
,
Zhenhong Chen
, Xiaowei Huang,
Fei Ma
,
Jimin Xiao
Risk Controlled Image Retrieval
AAAI 2025 ·
Kaiwen Cai
,
Chris Xiaoxuan Lu
,
Xingyu Zhao
,
Wei Huang
, Xiaowei Huang
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
CVPR 2025 ·
Zhenglin Huang
,
Jinwei Hu
,
Xiangtai Li
,
Yiwei He
,
Xingyu Zhao
,
Bei Peng
,
Baoyuan Wu
, Xiaowei Huang,
Guangliang Cheng
Towards Better Robustness Against Natural Corruptions in Document Tampering Localization
AAAI 2025 ·
Huiru Shao
,
Kaizhu Huang
,
Wei Wang
, Xiaowei Huang,
Qiufeng Wang
Training Verification-Friendly Neural Networks via Neuron Behavior Consistency
AAAI 2025 ·
Zongxin Liu
,
Zhe Zhao
,
Fu Song
,
Jun Sun
,
Pengfei Yang
, Xiaowei Huang,
Lijun Zhang
ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning
ICLR 2025 ·
Zihan Ye
,
Shreyank N. Gowda
,
Shiming Chen
, Xiaowei Huang,
Haotian Xu
,
Fahad Shahbaz Khan
,
Yaochu Jin
,
Kaizhu Huang
,
Xiaobo Jin
BAM: Box Abstraction Monitors for Real-time OoD Detection in Object Detection
IROS 2024 ·
Changshun Wu
,
Weicheng He
,
Chih-Hong Cheng
, Xiaowei Huang,
Saddek Bensalem
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE
ECML-PKDD 2024 ·
Jiaxu Liu
,
Xinping Yi
,
Sihao Wu
,
Xiangyu Yin
,
Tianle Zhang
, Xiaowei Huang,
Shi Jin
Delving into Adversarial Robustness on Document Tampering Localization
ECCV 2024 ·
Huiru Shao
,
Zhuang Qian
,
Kaizhu Huang
,
Wei Wang
, Xiaowei Huang,
Qiufeng Wang
Document Registration: Towards Automated Labeling of Pixel-Level Alignment Between Warped-Flat Documents
ACM MM 2024 ·
Weiguang Zhang
,
Qiufeng Wang
,
Kaizhu Huang
, Xiaowei Huang,
Fengjun Guo
,
Xiaomeng Gu
MathAttack: Attacking Large Language Models towards Math Solving Ability
AAAI 2024 ·
Zihao Zhou
,
Qiufeng Wang
,
Mingyu Jin
,
Jie Yao
,
Jianan Ye
,
Wei Liu
,
Wei Wang
, Xiaowei Huang,
Kaizhu Huang
Position: Building Guardrails for Large Language Models Requires Systematic Design
ICML 2024 ·
Yi Dong
,
Ronghui Mu
,
Gaojie Jin
,
Yi Qi
,
Jinwei Hu
,
Xingyu Zhao
,
Jie Meng
,
Wenjie Ruan
, Xiaowei Huang
ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models Against Stochastic Perturbation
ECCV 2024 ·
Yi Zhang
,
Yun Tang
,
Wenjie Ruan
, Xiaowei Huang,
Siddartha Khastgir
,
Paul A. Jennings
,
Xingyu Zhao
Representation-Based Robustness in Goal-Conditioned Reinforcement Learning
AAAI 2024 ·
Xiangyu Yin
,
Sihao Wu
,
Jiaxu Liu
,
Meng Fang
,
Xingyu Zhao
, Xiaowei Huang,
Wenjie Ruan
Reward Certification for Policy Smoothed Reinforcement Learning
AAAI 2024 ·
Ronghui Mu
,
Leandro Soriano Marcolino
,
Yanghao Zhang
,
Tianle Zhang
, Xiaowei Huang,
Wenjie Ruan
TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models
NeurIPS 2024 ·
Zhen Chen
,
Yi Zhang
,
Fu Wang
,
Xingyu Zhao
, Xiaowei Huang,
Wenjie Ruan
Towards Fairness-Aware Adversarial Learning
CVPR 2024 ·
Yanghao Zhang
,
Tianle Zhang
,
Ronghui Mu
, Xiaowei Huang,
Wenjie Ruan