Long-Term Maintenance Scheduling of Smart Distribution System through a PSO-TS Algorithm. - Jianxue Wang; Jianming Lu; Zhaohong Bie; Shutang You; Xiaoyu Cao (J. Appl. Math., 2014)

Mitigating Evasion Attacks to Deep Neural Networks via Region-based Classification. - Xiaoyu Cao; Neil Zhenqiang Gong (ACSAC, 2017)

PIANO: Proximity-Based User Authentication on Voice-Powered Internet-of-Things Devices. - Neil Zhenqiang Gong; Altay Ozen; Yu Wu; Xiaoyu Cao; Richard Shin; Dawn Song; Hongxia Jin; Xuan Bao (ICDCS, 2017)

Distributed Generation Planning Guidance Through Feasibility and Profit Analysis. - Xiaoyu Cao; Jianxue Wang; Bo Zeng 001 (IEEE Trans. Smart Grid, 2018)

The Semantic Analysis and Representation of "Hai-NP-Ne" Construction with NP Quoted from Context. - Xiaoyu Cao (CLSW, 2019)

Networked Microgrids Planning Through Chance Constrained Stochastic Conic Programming. - Xiaoyu Cao; Jianxue Wang; Bo Zeng 001 (IEEE Trans. Smart Grid, 2019)

Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing. - Jinyuan Jia 001; Xiaoyu Cao; Binghui Wang; Neil Zhenqiang Gong (ICLR, 2020)

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning. - Minghong Fang; Xiaoyu Cao; Jinyuan Jia 001; Neil Zhenqiang Gong (USENIX Security Symposium, 2020)

Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing. - Jinyuan Jia 001; Binghui Wang; Xiaoyu Cao; Neil Zhenqiang Gong (WWW, 2020)

On Certifying Robustness against Backdoor Attacks via Randomized Smoothing. - Binghui Wang; Xiaoyu Cao; Jinyuan Jia 001; Neil Zhenqiang Gong (CoRR, 2020)

Certified Robustness of Nearest Neighbors against Data Poisoning Attacks. - Jinyuan Jia 001; Xiaoyu Cao; Neil Zhenqiang Gong (CoRR, 2020)

A Risk-Averse Conic Model for Networked Microgrids Planning With Reconfiguration and Reorganizations. - Xiaoyu Cao; Jianxue Wang; Jianhui Wang 001; Bo Zeng 001 (IEEE Trans. Smart Grid, 2020)

Provably Secure Federated Learning against Malicious Clients. - Xiaoyu Cao; Jinyuan Jia 001; Neil Zhenqiang Gong (AAAI, 2021)

Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks. - Jinyuan Jia 001; Xiaoyu Cao; Neil Zhenqiang Gong (AAAI, 2021)

IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary. - Xiaoyu Cao; Jinyuan Jia 001; Neil Zhenqiang Gong (AsiaCCS, 2021)

Understanding the Security of Deepfake Detection. - Xiaoyu Cao; Neil Zhenqiang Gong (ICDF2C, 2021)

Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation. - Binghui Wang; Jinyuan Jia 001; Xiaoyu Cao; Neil Zhenqiang Gong (KDD, 2021)

FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping. - Xiaoyu Cao; Minghong Fang; Jia Liu 002; Neil Zhenqiang Gong (NDSS, 2021)

Data Poisoning Attacks to Local Differential Privacy Protocols. - Xiaoyu Cao; Jinyuan Jia 001; Neil Zhenqiang Gong (USENIX Security Symposium, 2021)

Robust MMSE Beamforming of Downlink Multi-User MISO Systems in the Presence of Beam Pointing Error. - Xiaoyu Cao; Yuan Zhang 002; Peng Du (WCSP, 2021)

IGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control. - Xiaoyan Cao; Yao Yao 006; Lanqing Li; Wanpeng Zhang 002; Zhicheng An; Zhong Zhang; Shihui Guo; Li Xiao 009; Xiaoyu Cao; Dijun Luo (CoRR, 2021)

FaceGuard: Proactive Deepfake Detection. - Yuankun Yang; Chenyue Liang; Hongyu He; Xiaoyu Cao; Neil Zhenqiang Gong (CoRR, 2021)

iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control. - Xiaoyan Cao; Yao Yao 006; Lanqing Li; Wanpeng Zhang 002; Zhicheng An; Zhong Zhang; Li Xiao 009; Shihui Guo; Xiaoyu Cao; Meihong Wu; Dijun Luo (AAAI, 2022)

Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks. - Jinyuan Jia 001; Yupei Liu; Xiaoyu Cao; Neil Zhenqiang Gong (AAAI, 2022)

Efficient and Accurate Simulation of Origin-Destination Flow in Telecommunication Systems. - Mingsheng Ma; Shuaipeng Li; Yuanlin Chang; Sheng Zhang; Chenhong Li; Xu Gong; Huiying Xu; Feng Gao; Xiaoyu Cao; Chao-Bo Yan (CASE, 2022)

MPAF: Model Poisoning Attacks to Federated Learning based on Fake Clients. - Xiaoyu Cao; Neil Zhenqiang Gong (CVPR Workshops, 2022)

Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations. - Jinyuan Jia 001; Binghui Wang; Xiaoyu Cao; Hongbin Liu 005; Neil Zhenqiang Gong (ICLR, 2022)

FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients. - Zaixi Zhang; Xiaoyu Cao; Jinyuan Jia 001; Neil Zhenqiang Gong (KDD, 2022)

Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data. - Yongji Wu; Xiaoyu Cao; Jinyuan Jia 001; Neil Zhenqiang Gong (USENIX Security Symposium, 2022)

A dataset of ant colonies motion trajectories in indoor and outdoor scenes for social cluster behavior study. - Meihong Wu; Xiaoyan Cao; Xiaoyu Cao; Shihui Guo (CoRR, 2022)

Hydrogen-Based Networked Microgrids Planning Through Two-Stage Stochastic Programming With Mixed-Integer Conic Recourse. - Xiaoyu Cao; Xunhang Sun; Zhanbo Xu; Bo Zeng 001; Xiaohong Guan (IEEE Trans Autom. Sci. Eng., 2022)

FLCert: Provably Secure Federated Learning Against Poisoning Attacks. - Xiaoyu Cao; Zaixi Zhang; Jinyuan Jia 001; Neil Zhenqiang Gong (IEEE Trans. Inf. Forensics Secur., 2022)

Secure Federated Learning: Attacks and Defenses. - Xiaoyu Cao (2022)

Research and Implementation of Simulation Testing Technology for Train Control System Based on Satellite Positioning. - Yang Chen; Xiaoyu Cao; Xingbang Han (AsiaSim (2), 2023)

FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information. - Xiaoyu Cao; Jinyuan Jia 001; Zaixi Zhang; Neil Zhenqiang Gong (SP, 2023)

TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes. - Xiaoyan Cao; Yiyao Zheng; Yao Yao 006; Huapeng Qin; Xiaoyu Cao; Shihui Guo (CoRR, 2023)

Multistage Dynamic Planning of Integrated Hydrogen-Electrical Microgrids Under Multiscale Uncertainties. - Xunhang Sun; Xiaoyu Cao; Bo Zeng 001; Qiaozhu Zhai; Xiaohong Guan (IEEE Trans. Smart Grid, 2023)

Co-scheduling of Renewable Energy Generation and Hydrogen-Based Flexible Loads Through Multi-Scale Hierarchical Optimization. - Mengxiao Chen; Xiaoyu Cao; Zitong Zhang; Lun Yang; Yuzhou Zhou (ASCC, 2024)

A Multi-Stage Stochastic Scheduling Method for Microgrid with Multiple Types of Energy Storage. - Haozhe Li; Yuzhou Zhou; Qiaozhu Zhai; Jiexing Zhao; Mengxiao Chen; Xiaoyu Cao; Jianchen Hu; Lun Yang; Kun Liu 017 (ASCC, 2024)

Multi-stage Robust Implicit Decision Rule for Optimal Control Problem of Energy Storage System. - Jiexing Zhao; Qiaozhu Zhai; Yuzhou Zhou; Xiaoyu Cao; Jianchen Hu; Fei Xue; Xutao Li (CASE, 2024)

Preference Evaluation and Recommendation of Athletes for National Traditional Sports Training Using an Intelligent Method Based on Picture Fuzzy Knowledge. - Xiaoyu Cao; Han Liu (IEEE Access, 2024)

Spatial-temporal distribution of labeled set bias remote sensing estimation: An implication for supervised machine learning in water quality monitoring. - Yadong Zhou; Wen Li; Xiaoyu Cao; Boayin He; Qi Feng; Fan Yang; Hui Liu; Tiit Kutser; Min Xu; Fei Xiao; Xueer Geng; Kai Yu; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Distributionally Robust Frequency-Constrained Microgrid Scheduling Towards Seamless Islanding. - Lun Yang; Haoxiang Yang; Xiaoyu Cao; Xiaohong Guan (CoRR, 2024)

Multiperceptive Region of Spatial-Temporal Graph Convolutional Shrinkage Network for Arrhythmia Recognition. - Yongtao Chen; Sen Qiu; Zhelong Wang; Hongyu Zhao 001; Xiaoyu Cao (IEEE Trans. Instrum. Meas., 2024)

Rapid Measurement of Broadband Activities by a Polarization Grating-Based Polarimeter. - Chao Gao; Jianyu Weng; Xiaoyu Cao; Wei Liu; Zhongqi Tan; Bing Lei (IEEE Trans. Instrum. Meas., 2024)

A relax-and-round optimization algorithm for online NUMA-aware virtual machine placement. - Jianchen Hu; Kang Liu; Yuexian Zhang; Xunhang Sun; Qiaozhu Zhai; Xiaoyu Cao; Lei Zhu; Li Su; Wenli Zhou; Yi Xia; Feng Gao 015 (Expert Syst. Appl., 2025)

Proactive Robust Hardening of Resilient Power Distribution Network: Decision-Dependent Uncertainty Modeling and Fast Solution Strategy. - Donglai Ma; Xiaoyu Cao; Bo Zeng 001; Qing-Shan Jia; Chen Chen 007; Qiaozhu Zhai; Xiaohong Guan (IEEE Trans Autom. Sci. Eng., 2025)

NUMA-Aware Virtual Machine Placement: New MMMK Model and Column Generation-Based Decomposition Approach. - Xunhang Sun; Xiaoyu Cao; Qiaozhu Zhai; Haisheng Tan; Jianchen Hu; Lei Zhu; Li Su; Wenli Zhou; Feng Gao 015; Xiaohong Guan (IEEE Trans Autom. Sci. Eng., 2025)

Vortex Retarder Empowered Full-Stokes Parameter Measurement via Single-Shot RGB Color Imaging. - Jianyu Weng; Chao Gao; Zong Xiang; Xiaoyu Cao; Xinyu Wang; Xinyu Ma; Jie Li; Wei Liu; Bing Lei (IEEE Trans. Instrum. Meas., 2025)

TOPIC: A Parallel Association Paradigm for Multi-Object Tracking Under Complex Motions and Diverse Scenes. - Xiaoyan Cao; Yiyao Zheng; Yao Yao 006; Hua-Peng Qin; Xiaoyu Cao; Shihui Guo (IEEE Trans. Image Process., 2025)

Stochastic-Robust Planning of Networked Hydrogen-Electrical Microgrids: A Study on Induced Refueling Demand. - Xunhang Sun; Xiaoyu Cao; Bo Zeng 001; Qiaozhu Zhai; Tamer Basar; Xiaohong Guan (IEEE Trans. Smart Grid, 2025)

Robust Co-Optimization of Distribution Network Hardening and Mobile Resource Scheduling with Decision-Dependent Uncertainty. - Donglai Ma; Xiaoyu Cao; Bo Zeng 001; Chen Chen 007; Qiaozhu Zhai; Qing-Shan Jia; Xiaohong Guan (CoRR, 2025)

Data-Driven Two-Stage Distributionally Robust Dispatch of Multi-Energy Microgrid. - Xunhang Sun; Xiaoyu Cao; Bo Zeng 001; Miaomiao Li; Xiaohong Guan; Tamer Basar (CoRR, 2025)

Distributionally Robust Planning of Hydrogen-Electrical Microgrids for Sea Islands. - Yuchen Dong; Zhengsong Lu; Xiaoyu Cao; Zhengwen He; Tanveer Hossain Bhuiyan; Bo Zeng 001 (CoRR, 2025)