XH
Xiaowei Huang
cs.LGcs.AIcs.CVcs.SEcs.ROstat.MLcs.CRcs.CLcs.LOcs.MA
On Valency
published · living versionsW_juer8c7q·v1 · currentpublished
Auditable Belief Updates as a Missing Safety Layer for LLM-Powered Multi-Agent Systems
with Zhuoyun Li, Boxuan Wang, Jinwei Hu, Yi Dong
1 version
W_bj8dmwe5·v1published
Preprints & journals
126 papers in the corpus · 2013–2026Quantum states supported by matroids2607.15548v1 · Xiaowei Huang, Fei Shi, Lijun Zhang et al.2026 · 0 citationsPhys. Rev. A 113, 062452,2026
A Data Efficiency Study of Synthetic Fog for Object Detection Using the Clear2Fog Pipeline2605.12608v3 · Mohamed Ahmed Mohamed, Xiaowei Huang2026 · 0 citationsNeurocomputing, Vol. 703, 134798, 2026
Revisiting Out-of-Distribution Detection in Real-Time Object Detection: From Benchmark Pitfalls to a New Mitigation Paradigm.41489965 · Wu, Changshun, He, Weicheng, Cheng, Chih-Hong et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(5):5243-5260
S2O: Enhancing Adversarial Training with Second-Order Statistics of Weights2603.01264v1 · Gaojie Jin, Xinping Yi, Wei Huang et al.2026 · 0 citationsarXiv
DDSA: Dual-Domain Strategic Attack for Spatial-Temporal Efficiency in Adversarial Robustness Testing2601.14302v2 · Jinwei Hu, Shiyuan Meng, Yi Dong et al.2026 · 0 citationsICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, pp. 19842-19846, 2026
Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage2601.01685v2 · Jinwei Hu, Xinmiao Huang, Youcheng Sun et al.2026 · 0 citationsProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 5979-5996, San Diego, California, United States, July 2026
Advances in pH-Responsive Release Technologies in Food System: Mechanisms, Strategies, Application Forms and Future Directions.41300054 · Zhang, Lidan, Zhang, Junjun, Zhang, Jianing et al.2025 · 31 citationsFoods (Basel, Switzerland). 2025;14(22)
Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models2511.06168v3 · Boxuan Wang, Zhuoyun Li, Xinmiao Huang et al.2025 · 0 citationsarXiv
Letter to the Editor: Advancing deep learning-based segmentation for multiple lung cancer lesions in real-world multicenter CT scans.41191183 · Huang, Xiaowei, Gu, Xian2025 · 0 citationsEuropean radiology experimental. 2025;9(1):110
Can MLLMs Absorb Math Reasoning Abilities from LLMs as Free Lunch?2510.14387v1 · Yijie Hu, Zihao Zhou, Kaizhu Huang et al.2025 · 0 citationsarXiv
Tag-Enriched Multi-Attention with Large Language Models for Cross-Domain Sequential Recommendation2510.09224v2 · Wangyu Wu, Xuhang Chen, Zhenhong Chen et al.2025 · 21 citationsarXiv
Chiral Engineering: Molecular Recognition to Macroscopic Assembly Dynamics.41065189 · Liu, Jiaqian, Huang, Xiaowei, Li, Zhihua et al.2025 · 13 citationsSmall (Weinheim an der Bergstrasse, Germany). 2025;21(47):e10195
S$^2$2O: Enhancing Adversarial Training With Second-Order Statistics of Weights.40478710 · Jin, Gaojie, Yi, Xinping, Huang, Wei et al.2025 · 4 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(10):8630-8641
Reconcile Certified Robustness and Accuracy for DNN-based Smoothed Majority Vote Classifier2509.25979v1 · Gaojie Jin, Xinping Yi, Xiaowei Huang2025 · 0 citationsarXiv
Can GRPO Boost Complex Multimodal Table Understanding?2509.16889v3 · Xiaoqiang Kang, Shengen Wu, Zimu Wang et al.2025 · 5 citationsEMNLP 2025
Distributed Nash Equilibrium Seeking Algorithm in Aggregative Games for Heterogeneous Multi-Robot Systems2509.15597v1 · Yi Dong, Zhongguo Li, Sarvapali D. Ramchurn et al.2025 · 0 citationsarXiv
Contrastive Prompt Clustering for Weakly Supervised Semantic Segmentation2508.17009v2 · Wangyu Wu, Zhenhong Chen, Xiaowen Ma et al.2025 · 21 citationsarXiv
Artificial Intelligence-Assisted Urine Cytology for Noninvasive Detection of Muscle-Invasive Urothelial Carcinoma: A Multi-Center Diagnostic Study with Prospective Validation.40709669 · Shen, Runnan, Jiang, Fan, Huang, Xiaowei et al.2025 · 5 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2025;12(39):e08977
Mendelian Randomization Analysis of Mitochondria-Related Genes and Screening of Prognostic Genes in Colorectal Cancer.40620061 · Zhu, Limin, Huang, Xiaowei, Zhang, Fan et al.2025 · 2 citationsCancer medicine. 2025;14(13):e71012
A Hydrophobic Ratiometric Fluorescent Indicator Film Using Electrospinning for Visual Monitoring of Meat Freshness.40646952 · Zhai, Xiaodong, Ma, Xingdan, Sun, Yue et al.2025 · 12 citationsFoods (Basel, Switzerland). 2025;14(13)
LLM-Enhanced Multimodal Fusion for Cross-Domain Sequential Recommendation2506.17966v3 · Wangyu Wu, Zhenhong Chen, Wenqiao Zhang et al.2025 · 17 citationsarXiv
Principal Eigenvalue Regularization for Improved Worst-Class Certified Robustness of Smoothed Classifiers2503.17172v1 · Gaojie Jin, Tianjin Huang, Ronghui Mu et al.2025 · 0 citationsarXiv
CeTAD: Towards Certified Toxicity-Aware Distance in Vision Language Models2503.10661v2 · Xiangyu Yin, Jiaxu Liu, Zhen Chen et al.2025 · 0 citationsarXiv
Optimizing event-driven spiking neural network with regularization and cutoff.40046439 · Wu, Dengyu, Jin, Gaojie, Yu, Han et al.2025 · 5 citationsFrontiers in neuroscience. 2025;19:1522788
Safeguarding large language models: a survey.41114380 · Dong, Yi, Mu, Ronghui, Zhang, Yanghao et al.2026 · 117 citationsArtificial intelligence review. 2025;58(12):382
Image Fusion for Cross-Domain Sequential Recommendation2502.15694v2 · Wangyu Wu, Siqi Song, Xianglin Qiu et al.2024 · 30 citationsarXiv
Image Augmentation Agent for Weakly Supervised Semantic Segmentation2412.20439v4 · Wangyu Wu, Xianglin Qiu, Siqi Song et al.2024 · 32 citationsarXiv
Adversarial Training for Graph Neural Networks via Graph Subspace Energy Optimization2412.18886v1 · Ganlin Liu, Ziling Liang, Xiaowei Huang et al.2024 · 2 citationsarXiv
Training Verification-Friendly Neural Networks via Neuron Behavior Consistency2412.13229v2 · Zongxin Liu, Zhe Zhao, Fu Song et al.2024 · 1 citationarXiv
Covariance-based Space Regularization for Few-shot Class Incremental Learning2411.01172v1 · Yijie Hu, Guanyu Yang, Zhaorui Tan et al.2024 · 4 citationsarXiv
Unravelling the processes involved in biodegradation of chlorinated organic pollutant: From microbial community to isolated organohalide degraders.39504695 · Liu, Meng, Su, Xin, Yuan, Jing et al.2024 · 33 citationsWater research. 2025;268(Pt B):122730
Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey2409.18214v2 · Yi Zhang, Zhen Chen, Chih-Hong Cheng et al.2024 · 5 citationsarXiv
Data Augmentation for Continual RL via Adversarial Gradient Episodic Memory2408.13452v3 · Sihao Wu, Xingyu Zhao, Xiaowei Huang2024 · 2 citationsarXiv
Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation2407.10649v2 · Wangyu Wu, Tianhong Dai, Zhenhong Chen et al.2024 · 48 citationsarXiv
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist2407.08733v2 · Zihao Zhou, Shudong Liu, Maizhen Ning et al.2024 · 1 citationarXiv
Invariant Correlation of Representation with Label: Enhancing Domain Generalization in Noisy Environments2407.01749v2 · Gaojie Jin, Ronghui Mu, Xinping Yi et al.2024 · 0 citationsarXiv
ZeroDiff: Solidified Visual-Semantic Correlation in Zero-Shot Learning2406.02929v2 · Zihan Ye, Shreyank N. Gowda, Xiaowei Huang et al.2024 · 2 citationsarXiv
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE2406.01282v2 · Jiaxu Liu, Xinping Yi, Sihao Wu et al.2024 · 3 citationsarXiv
Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming2405.12604v2 · Jiaxu Liu, Xiangyu Yin, Sihao Wu et al.2024 · 1 citationarXiv
Direct Training Needs Regularisation: Anytime Optimal Inference Spiking Neural Network2405.00699v1 · Dengyu Wu, Yi Qi, Kaiwen Cai et al.2024 · 3 citationsarXiv
An artificial intelligence model for detecting pathological lymph node metastasis in prostate cancer using whole slide images: a retrospective, multicentre, diagnostic study.38618206 · Wu, Shaoxu, Wang, Yun, Hong, Guibin et al.2024 · 13 citationsEClinicalMedicine. 2024;71:102580
BAM: Box Abstraction Monitors for Real-time OoD Detection in Object Detection2403.18373v1 · Changshun Wu, Weicheng He, Chih-Hong Cheng et al.2024 · 5 citationsarXiv
Development and validation of an artificial intelligence-based model for detecting urothelial carcinoma using urine cytology images: a multicentre, diagnostic study with prospective validation.38686219 · Wu, Shaoxu, Shen, Runnan, Hong, Guibin et al.2024 · 32 citationsEClinicalMedicine. 2024;71:102566
DeepCDCL: An CDCL-based Neural Network Verification Framework2403.07956v1 · Zongxin Liu, Pengfei Yang, Lijun Zhang et al.2024 · 0 citationsarXiv
Towards Fairness-Aware Adversarial Learning2402.17729v2 · Yanghao Zhang, Tianle Zhang, Ronghui Mu et al.2024 · 6 citationsarXiv
ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation2402.15429v2 · Yi Zhang, Yun Tang, Wenjie Ruan et al.2024 · 4 citationsarXiv
Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting2402.01546v1 · Yi Dong, Yingjie Wang, Mariana Gama et al.2024 · 16 citationsarXiv
Residual effects of chlorinated organic pollutants on microbial community and natural redox processes in coastal wetlands.38176260 · Liu, Meng, Su, Xin, Yuan, Jing et al.2024 · 11 citationsJournal of hazardous materials. 2024;465:133364
ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement Learning2312.07392v3 · Xiangyu Yin, Sihao Wu, Jiaxu Liu et al.2023 · 2 citationsarXiv
Reward Certification for Policy Smoothed Reinforcement Learning2312.06436v2 · Ronghui Mu, Leandro Soriano Marcolino, Tianle Zhang et al.2023 · 5 citationsarXiv
Career total: 337 works. 126 are in this corpus.Showing the 50 most recent.
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