Xiaowei Huang 0001 - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 86 from 86

2025

Toward Linearly Regularizing the Geometric Bottleneck of Linear Generalized AttentionJiaxu Liu 0001, Xinping Yi, Xiangyu Yin 0001, Yuhang Song, Gaojie Jin, Xiaowei Huang 0001. tmlr, 2025, 2025. [doi]

Risk Controlled Image RetrievalKaiwen Cai, Chris Xiaoxuan Lu, Xingyu Zhao 0001, Wei Huang 0035, Xiaowei Huang 0001. AAAI 2025: 27224-27232 [doi]

Covariance-Based Space Regularization for Few-Shot Class Incremental LearningYijie Hu, Guanyu Yang 0002, Zhaorui Tan, Xiaowei Huang 0001, Kaizhu Huang, Qiu-Feng Wang. wacv 2025: 9566-9576 [doi]

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal ModelZhenglin Huang, Jinwei Hu, Xiangtai Li, Yiwei He, Xingyu Zhao 0001, Bei Peng 0001, Baoyuan Wu, Xiaowei Huang 0001, Guangliang Cheng. cvpr 2025: 28831-28841 [doi]

Invariant Correlation of Representation With LabelGaojie Jin, Ronghui Mu, Xinping Yi, Xiaowei Huang 0001, Lijun Zhang 0001. tifs, 20:4369-4381, 2025. [doi]

Training Verification-Friendly Neural Networks via Neuron Behavior ConsistencyZongxin Liu, Zhe Zhao 0007, Fu Song, Jun Sun 0001, Pengfei Yang 0002, Xiaowei Huang 0001, Lijun Zhang 0001. AAAI 2025: 5757-5765 [doi]

GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMsMaizhen Ning, Zihao Zhou, Qiufeng Wang, Xiaowei Huang 0001, Kaizhu Huang. AAAI 2025: 24957-24965 [doi]

Towards Better Robustness Against Natural Corruptions in Document Tampering LocalizationHuiru Shao, Kaizhu Huang, Wei Wang, Xiaowei Huang 0001, Qiufeng Wang 0001. AAAI 2025: 703-710 [doi]

Out-of-Distribution Detectors: Not Yet Primed for Practical DeploymentChangshun Wu, Wendi Ding, Xiaowei Huang 0001, Saddek Bensalem. icassp 2025: 1-5 [doi]

Prompt Categories Cluster for Weakly Supervised Semantic SegmentationWangyu Wu, Xianglin Qiu, Siqi Song, Zhenhong Chen, Xiaowei Huang 0001, Fei Ma 0002, Jimin Xiao. cvpr 2025: 3198-3207 [doi]

Image Fusion for Cross-Domain Sequential RecommendationWangyu Wu, Siqi Song, Xianglin Qiu, Xiaowei Huang 0001, Fei Ma 0002, Jimin Xiao. WWW 2025: 2196-2202 [doi]

Adaptive Patch Contrast for Weakly Supervised Semantic SegmentationWangyu Wu, Tianhong Dai, Zhenhong Chen, Xiaowei Huang 0001, Jimin Xiao, Fei Ma, Renrong Ouyang. eaai, 139:109626, 2025. [doi]

Generative Prompt Controlled Diffusion for weakly supervised semantic segmentationWangyu Wu, Tianhong Dai, Zhenhong Chen, Xiaowei Huang 0001, Fei Ma 0002, Jimin Xiao. ijon, 638:130103, 2025. [doi]

ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot LearningZihan Ye, Shreyank N. Gowda, Shiming Chen 0002, Xiaowei Huang 0001, Haotian Xu, Fahad Shahbaz Khan, Yaochu Jin, Kaizhu Huang, Xiaobo Jin. iclr 2025: [doi]

FAD: Feature augmented distillation for anomaly detection and localizationQiyin Zhong, Xianglin Qiu, Xinqiao Zhao, Xiaowei Huang 0001, Gang Liu, Jimin Xiao. eswa, 288:128249, 2025. [doi]

2024

DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional NetworksJiaxu Liu 0001, Xinping Yi, Xiaowei Huang 0001. tai, 5(12):6172-6185, December 2024. [doi]

Position: Building Guardrails for Large Language Models Requires Systematic DesignYi Dong 0002, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao 0001, Jie Meng, Wenjie Ruan, Xiaowei Huang 0001. icml 2024: [doi]

Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous SystemsYi Dong 0002, Xingyu Zhao 0001, Sen Wang 0002, Xiaowei Huang 0001. ral, 9(4):3299-3306, 2024. [doi]

Privacy-Preserving Distributed Learning for Residential Short-Term Load ForecastingYi Dong 0002, Yingjie Wang, Mariana Gama, Mustafa A. Mustafa, Geert Deconinck, Xiaowei Huang 0001. iotj, 11(9):16817-16828, May 2024. [doi]

Formal verification of robustness and resilience of learning-enabled state estimation systemsWei Huang 0035, Yifan Zhou, Gaojie Jin, Youcheng Sun, Jie Meng, Fan Zhang, Xiaowei Huang 0001. ijon, 585:127643, 2024. [doi]

Analytically Determining the Robustness of Binarized Neural NetworksSahar M. Alzahrani, Sven Schewe, Chao Huang, Xiaowei Huang 0001. icmla 2024: 597-604 [doi]

Bridging formal methods and machine learning with model checking and global optimisationSaddek Bensalem, Xiaowei Huang 0001, Wenjie Ruan, Qiyi Tang 0001, Changshun Wu, Xingyu Zhao 0001. jlap, 137:100941, February 2024. [doi]

TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting ModelsZhen Chen, Yi Zhang, Fu Wang, Xingyu Zhao 0001, Xiaowei Huang 0001, Wenjie Ruan. nips 2024: [doi]

Scene Text Recognition via Dual-path Network with Shape-driven Attention AlignmentYijie Hu, Bin Dong, Kaizhu Huang, Lei Ding 0012, Wei Wang 0042, Xiaowei Huang 0001, Qiu-Feng Wang. tomccap, 20(4), April 2024. [doi]

Hierarchical Distribution-aware Testing of Deep LearningWei Huang, Xingyu Zhao 0001, Alec Banks, Victoria Cox, Xiaowei Huang 0001. TOSEM, 33(2), February 2024. [doi]

DeepCDCL: A CDCL-based Neural Network Verification FrameworkZongxin Liu, Pengfei Yang, Lijun Zhang 0001, Xiaowei Huang 0001. tase 2024: 343-355 [doi]

Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDEJiaxu Liu, Xinping Yi, Sihao Wu, Xiangyu Yin, Tianle Zhang, Xiaowei Huang 0001, Shi Jin 0002. pkdd 2024: 231-249 [doi]

Delving into Adversarial Robustness on Document Tampering LocalizationHuiru Shao, Zhuang Qian, Kaizhu Huang, Wei Wang 0042, Xiaowei Huang 0001, Qiufeng Wang 0001. eccv 2025: 290-306 [doi]

BAM: Box Abstraction Monitors for Real-time OoD Detection in Object DetectionChangshun Wu, Weicheng He, Chih-Hong Cheng, Xiaowei Huang 0001, Saddek Bensalem. iros 2024: 2632-2638 [doi]

Data Augmentation for Continual RL via Adversarial Gradient Episodic MemorySihao Wu, Xingyu Zhao 0001, Xiaowei Huang 0001. iconip 2025: 182-196 [doi]

Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic SegmentationWangyu Wu, Tianhong Dai, Xiaowei Huang 0001, Fei Ma, Jimin Xiao. icassp 2024: 6175-6179 [doi]

Top-K Pooling with Patch Contrastive Learning for Weakly-Supervised Semantic SegmentationWangyu Wu, Tianhong Dai, Xiaowei Huang 0001, Fei Ma, Jimin Xiao. SMC 2024: 5270-5275 [doi]

Negative Hesitation Fuzzy Sets and Their Application to Pattern RecognitionYoupeng Yang, Sanghyuk Lee, Haolan Zhang 0001, Xiaowei Huang 0001, Witold Pedrycz. tfs, 32(4):1836-1847, April 2024. [doi]

Document Registration: Towards Automated Labeling of Pixel-Level Alignment Between Warped-Flat DocumentsWeiguang Zhang, Qiufeng Wang 0001, Kaizhu Huang, Xiaowei Huang 0001, Fengjun Guo, Xiaomeng Gu. mm 2024: 9933-9942 [doi]

Eidos: Efficient, Imperceptible Adversarial 3D Point CloudsHanwei Zhang, Luo Cheng, Qisong He, Wei Huang 0035, Renjue Li, Ronan Sicre, Xiaowei Huang 0001, Holger Hermanns, Lijun Zhang 0001. setta 2025: 310-326 [doi]

ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models Against Stochastic PerturbationYi Zhang, Yun Tang 0003, Wenjie Ruan, Xiaowei Huang 0001, Siddartha Khastgir, Paul A. Jennings, Xingyu Zhao 0001. eccv 2025: 455-472 [doi]

Towards Fairness-Aware Adversarial LearningYanghao Zhang, Tianle Zhang, Ronghui Mu, Xiaowei Huang 0001, Wenjie Ruan. cvpr 2024: 24746-24755 [doi]

MathAttack: Attacking Large Language Models towards Math Solving AbilityZihao Zhou, Qiufeng Wang, Mingyu Jin, Jie Yao, Jianan Ye, Wei Liu, Wei Wang, Xiaowei Huang 0001, Kaizhu Huang. AAAI 2024: 19750-19758 [doi]

2023

Machine Learning SafetyXiaowei Huang 0001, Gaojie Jin, Wenjie Ruan. Artificial Intelligence: Foundations, Theory, and Algorithms, Springer, 2023. [doi]

Robust Bayesian Abstraction of Neural NetworksAmany Alshareef, Nicolas Berthier, Sven Schewe, Xiaowei Huang 0001. icmlc 2023: 276-283 [doi]

Weight-based Semantic Testing Approach for Deep Neural NetworksAmany Alshareef, Nicolas Berthier, Sven Schewe, Xiaowei Huang 0001. aisafety 2023: [doi]

Uncertainty Estimation for 3D Dense Prediction via Cross-Point EmbeddingsKaiwen Cai, Chris Xiaoxuan Lu, Xiaowei Huang 0001. ral, 8(5):2558-2565, May 2023. [doi]

Decentralised and Cooperative Control of Multi-Robot Systems through Distributed OptimisationYi Dong, Zhongguo Li, Xingyu Zhao 0001, Zhengtao Ding, Xiaowei Huang 0001. atal 2023: 1421-1429 [doi]

Short-term Load Forecasting with Distributed Long Short-Term MemoryYi Dong, Yang Chen, Xingyu Zhao 0001, Xiaowei Huang 0001. isgt 2023: 1-5 [doi]

Reliability Assessment and Safety Arguments for Machine Learning Components in System AssuranceYi Dong, Wei Huang, Vibhav Bharti, Victoria Cox, Alec Banks, Sen Wang 0002, Xingyu Zhao 0001, Sven Schewe, Xiaowei Huang 0001. tecs, 22(3), 2023. [doi]

Model Checking for Probabilistic Multiagent SystemsChen Fu, Andrea Turrini, Xiaowei Huang 0001, Lei Song 0001, Yuan Feng 0001, Lijun Zhang 0001. jcst, 38(5):1162-1186, September 2023. [doi]

Transportation Object Counting With Graph-Based Adaptive Auxiliary LearningYanda Meng, Joshua Bridge, Yitian Zhao, Martha Joddrell, Yihong Qiao, Xiaoyun Yang, Xiaowei Huang 0001, Yalin Zheng. tits, 24(3):3422-3437, March 2023. [doi]

A Symbolic Characters Aware Model for Solving Geometry ProblemsMaizhen Ning, Qiu-Feng Wang, Kaizhu Huang, Xiaowei Huang 0001. mm 2023: 7767-7775 [doi]

STPA for Learning-Enabled Systems: A Survey and A New PracticeYi Qi, Yi Dong, Siddartha Khastgir, Paul A. Jennings, Xingyu Zhao 0001, Xiaowei Huang 0001. itsc 2022: 1381-1388 [doi]

Progressive Supervision for Tampering Localization in Document ImagesHuiru Shao, Kaizhu Huang, Wei Wang, Xiaowei Huang 0001, Qiufeng Wang. iconip 2024: 140-151 [doi]

Sora: Scalable Black-Box Reachability Analyser on Neural NetworksPeipei Xu, Fu Wang, Wenjie Ruan, Chi Zhang, Xiaowei Huang 0001. icassp 2023: 1-5 [doi]

Generalizing universal adversarial perturbations for deep neural networksYanghao Zhang, Wenjie Ruan, Fu Wang, Xiaowei Huang 0001. ml, 112(5):1597-1626, May 2023. [doi]

Model-Agnostic Reachability Analysis on Deep Neural NetworksChi Zhang, Wenjie Ruan, Fu Wang, Peipei Xu, Geyong Min, Xiaowei Huang 0001. pakdd 2023: 341-354 [doi]

Learning by Analogy: Diverse Questions Generation in Math Word ProblemZihao Zhou, Maizhen Ning, Qiufeng Wang, Jie Yao, Wei Wang, Xiaowei Huang 0001, Kaizhu Huang. acl 2023: 11091-11104 [doi]

2022

Dependable learning-enabled multiagent systemsXiaowei Huang 0001, Bei Peng, Xingyu Zhao 0001. aicom, 35(4):407-420, 2022. [doi]

Bridging Formal Methods and Machine Learning with Global OptimisationXiaowei Huang 0001, Wenjie Ruan, Qiyi Tang 0001, Xingyu Zhao 0001. icfem 2022: 1-19 [doi]

Editorial to theme section on open environmental software systems modelingTao Yue 0002, Paolo Arcaini, Ji Wu 0003, Xiaowei Huang 0001. SoSyM, 21(4):1273-1275, 2022. [doi]

Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model CheckingYi Dong, Xingyu Zhao 0001, Xiaowei Huang 0001. iros 2022: 5171-5178 [doi]

A Graph Neural Network Reasoner for Game Description LanguageAlvaro Gunawan, Ji Ruan, Xiaowei Huang 0001. atal 2022: 1607-1609 [doi]

A Graph Neural Network Reasoner for Game Description LanguageAlvaro Gunawan, Ji Ruan, Xiaowei Huang 0001. kr 2022: [doi]

Coverage-Guided Testing for Recurrent Neural NetworksWei Huang, Youcheng Sun, Xingyu Zhao 0001, James Sharp, Wenjie Ruan, Jie Meng, Xiaowei Huang 0001. tr, 71(3):1191-1206, 2022. [doi]

Embedding and extraction of knowledge in tree ensemble classifiersWei Huang, Xingyu Zhao 0001, Xiaowei Huang 0001. ml, 111(5):1925-1958, 2022. [doi]

Enhancing Adversarial Training with Second-Order Statistics of WeightsGaojie Jin, Xinping Yi, Wei Huang, Sven Schewe, Xiaowei Huang 0001. cvpr 2022: 15252-15262 [doi]

Weight Expansion: A New Perspective on Dropout and GeneralizationGaojie Jin, Xinping Yi, Pengfei Yang, Lijun Zhang 0001, Sven Schewe, Xiaowei Huang 0001. tmlr, 2022, 2022. [doi]

EnnCore: End-to-End Conceptual Guarding of Neural ArchitecturesEdoardo Manino, Danilo Carvalho, Yi Dong, Julia Rozanova, Xidan Song, Mustafa Mustafa, André Freitas, Gavin Brown, Mikel Lujan, Xiaowei Huang 0001, Lucas C. Cordeiro. AAAI 2022: [doi]

Graph-Based Region and Boundary Aggregation for Biomedical Image SegmentationYanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Ian J. C. MacCormick, Xiaowei Huang 0001, Yalin Zheng. tmi, 41(3):690-701, 2022. [doi]

A Hierarchical HAZOP-Like Safety Analysis for Learning-Enabled SystemsYi Qi, Philippa Ryan Conmy, Wei Huang, Xingyu Zhao 0001, Xiaowei Huang 0001. IJCAI 2022: [doi]

2021

BayLIME: Bayesian local interpretable model-agnostic explanationsXingyu Zhao 0001, Wei Huang, Xiaowei Huang 0001, Valentin Robu, David Flynn. uai 2021: 887-896 [doi]

Detecting Operational Adversarial Examples for Reliable Deep LearningXingyu Zhao 0001, Wei Huang, Sven Schewe, Yi Dong, Xiaowei Huang 0001. dsn 2021: 5-6 [doi]

Spatial Uncertainty-Aware Semi-Supervised Crowd CountingYanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang 0001, Yalin Zheng. iccv 2021: 15529-15539 [doi]

BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image SegmentationYanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang 0001, Yalin Zheng. bmvc 2021: 223 [doi]

Adversarial Robustness of Deep Learning: Theory, Algorithms, and ApplicationsWenjie Ruan, Xinping Yi, Xiaowei Huang 0001. CIKM 2021: 4866-4869 [doi]

Enhancing Robustness Verification for Deep Neural Networks via Symbolic PropagationPengfei Yang, Jianlin Li, Jiangchao Liu, Cheng-Chao Huang, Renjue Li, Liqian Chen, Xiaowei Huang 0001, Lijun Zhang 0001. fac, 33(3):407-435, 2021. [doi]

Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational ProfilesXingyu Zhao, Wei Huang, Alec Banks, Victoria Cox, David Flynn, Sven Schewe, Xiaowei Huang 0001. IJCAI 2021: [doi]

2020

A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretabilityXiaowei Huang 0001, Daniel Kroening, Wenjie Ruan, James Sharp, Youcheng Sun, Emese Thamo, Min Wu, Xinping Yi. csr, 37:100270, 2020. [doi]

Practical Verification of Neural Network Enabled State Estimation System for RoboticsWei Huang, Yifan Zhou, Youcheng Sun, James Sharp, Simon Maskell, Xiaowei Huang 0001. iros 2020: 7336-7343 [doi]

How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks?Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang 0001, Sven Schewe, Xiaowei Huang 0001. nips 2020: [doi]

PRODeep: a platform for robustness verification of deep neural networksRenjue Li, Jianlin Li, Cheng-Chao Huang, Pengfei Yang, Xiaowei Huang 0001, Lijun Zhang, Bai Xue, Holger Hermanns. FSE 2020: 1630-1634 [doi]

Reliability Validation of Learning Enabled Vehicle TrackingYoucheng Sun, Yifan Zhou, Simon Maskell, James Sharp, Xiaowei Huang 0001. icra 2020: 9390-9396 [doi]

Explaining Image Classifiers Using Statistical Fault LocalizationYoucheng Sun, Hana Chockler, Xiaowei Huang 0001, Daniel Kroening. eccv 2020: 391-406 [doi]

Generalizing Universal Adversarial Attacks Beyond Additive PerturbationsYanghao Zhang, Wenjie Ruan, Fu Wang, Xiaowei Huang 0001. icdm 2020: 1412-1417 [doi]

A Safety Framework for Critical Systems Utilising Deep Neural NetworksXingyu Zhao, Alec Banks, James Sharp, Valentin Robu, David Flynn, Michael Fisher 0001, Xiaowei Huang 0001. safecomp 2020: 244-259 [doi]

See Also

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Xiaowei Huang 0001'

Viewing Publication 1 - 86 from 86

2025

2024

2023

2022

2021

2020

2019

See Also

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by Tag

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Xiaowei Huang 0001'

Viewing Publication 1 - 86 from 86

2025

2024

2023

2022

2021

2020

2019

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1