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2026

Novel iterative algorithms with Riemannian diagonal metrics for image deblurringWeizhu Wu, Xiaofeng Liao 0001, Qingguo Lü, Hao Zhou 0017. sigpro, 238:110160, 2026. [doi]

2025

Dynamic-Based Privacy Preservation for Distributed Economic Dispatch of MicrogridsHuqiang Cheng, Xiaofeng Liao 0001, Huaqing Li 0001, Qingguo Lü. tcns, 12(1):1029-1039, March 2025. [doi]

Secure and Accurate Personalized Federated Learning With Similarity-Based Model AggregationZhouyong Tan, Junqing Le, Fan Yang 0064, Min Huang, Tao Xiang 0001, Xiaofeng Liao 0001. tsusc, 10(1):132-145, January - February 2025. [doi]

Dynamical Threshold-Based Fractional Anisotropic Diffusion for Speckle Noise RemovalJiaLi Wei, Xiaofeng Liao 0001. TIP, 34:2826-2839, 2025. [doi]

DLA-FCIL: Federated Class-Incremental Learning for Dynamic Data with Forgetting Compensation and Auxiliary GeneratorsBowen Xing, Junqing Le, Di Zhang 0011, Xiaofeng Liao 0001. ijprai, 39(9), 2025. [doi]

Asymmetric Training and Symmetric Fusion for Image Denoising in Edge ComputingYupeng Zhang, Xiaofeng Liao 0001. symmetry, 17(3):424, 2025. [doi]

Privacy-Preserving Distributed Accelerated Resource Allocation in General Directed NetworksKeke Zhang, Qingguo Lü, Xiaofeng Liao 0001, Huaqing Li 0001, Tingwen Huang. tce, 71(2):5547-5558, May 2025. [doi]

Distributed aggregative optimization over directed networks with column-stochasticityQixing Zhou, Keke Zhang, Hao Zhou, Qingguo Lü, Xiaofeng Liao 0001, Huaqing Li 0001. jfi, 362(3):107492, 2025. [doi]

2024

Neurodynamic Flow Approach for Convex and Quasi-Convex Optimization on Riemannian Manifolds With Diagonal MetricsXiaofeng Liao 0001, You-Zhao, Xian Zhou. tsmc, 54(4):1995-2007, April 2024. [doi]

Practical cloud storage auditing using serverless computingFei Chen, Jianquan Cai, Tao Xiang 0001, Xiaofeng Liao 0001. chinaf, 67(3), 2024. [doi]

Distributed Online Private Learning of Convex Nondecomposable ObjectivesHuqiang Cheng, Xiaofeng Liao 0001, Huaqing Li 0001. tnse, 11(2):1716-1728, March - April 2024. [doi]

Privacy-Preserving Push-Pull Method for Decentralized Optimization via State DecompositionHuqiang Cheng, Xiaofeng Liao 0001, Huaqing Li 0001, Qingguo Lü, You-Zhao. tsipn, 10:513-526, 2024. [doi]

Limit Cycle of a Single-Neuron System With Smooth Continuous and Binary-Value Activation Functions and Its Circuitry DesignJintao Huang, Xiaofeng Liao 0001, Yunhang Zhu. tnn, 35(12):18907-18913, December 2024. [doi]

Secure and Efficient Continuous Learning Model for Traffic Flow PredictionJunqing Le, Di Zhang, Fan Yang 0064, Tao Xiang 0001, Xiaofeng Liao 0001. tnsm, 21(4):4900-4911, August 2024. [doi]

A Deep Retinex-Based Low-Light Enhancement Network Fusing Rich Intrinsic Prior InformationYujie Li, Xuekai Wei, Xiaofeng Liao 0001, You-Zhao, Fan Jia, Xu Zhuang, Mingliang Zhou. tomccap, 20(11), November 2024. [doi]

Full-Reference Image Quality Assessment Using Self-Attention and Multiscale FeaturesYutong Li, Xiaofeng Liao 0001, Mingliang Zhou, Cheng Ji, Xuekai Wei, Hong Yue. jcsc, 33(8), 2024. [doi]

DecAge: Decentralized Flow Scheduling for Industrial 5G and TSN Integrated NetworksMingyan Li, Songtao Guo, Chao Chen 0004, Cailian Chen, Xiaofeng Liao 0001, Xinping Guan. tnse, 11(1):543-555, January - February 2024. [doi]

An Efficient Privacy-Preserving Ranked Multi-Keyword Retrieval for Multiple Data Owners in Outsourced CloudDong Li, Jiahui Wu, Junqing Le, Qingguo Lü, Xiaofeng Liao 0001, Tao Xiang 0001. tsc, 17(2):406-419, March - April 2024. [doi]

A Recurrent Neural Network Approach for Constrained Distributed Fuzzy Convex OptimizationJingxin Liu, Xiaofeng Liao 0001, Jin Song Dong. tnn, 35(7):9743-9757, July 2024. [doi]

Continuous-Time Distributed Generalized Nash Equilibrium Seeking in Nonsmooth Fuzzy Aggregative GamesJingxin Liu, Xiaofeng Liao 0001, Jin Song Dong, Amin Mansoori. tcns, 11(3):1262-1274, September 2024. [doi]

A Quaternion-Valued Neural Network Approach to Nonsmooth Nonconvex Constrained Optimization in Quaternion DomainJingxin Liu, Xiaofeng Liao 0001, Jin Song Dong. tetci, 8(1):654-669, February 2024. [doi]

ET-PDA: An event-triggered parameter distributed accelerated algorithm for economic dispatch problemsBingxue Luo, Qingguo Lü, Xiaofeng Liao 0001. jfi, 361(2):899-915, 2024. [doi]

A Dual-Branch Spatio-Temporal-Spectral Transformer Feature Fusion Network for EEG-Based Visual RecognitionJie Luo, Weigang Cui, Song Xu, Lina Wang 0003, Xiao Li, Xiaofeng Liao 0001, Yang Li 0010. tii, 20(2):1721-1731, February 2024. [doi]

Distributed Computation for Sparse Recovery via Continuous-Time Neurodynamic ApproachYou-Zhao, Xiaofeng Liao 0001, Mingliang Zhou, Xing HeXing. tce, 70(1):3372-3383, February 2024. [doi]

Zeroth-Order Decentralized Dual Averaging for Online Optimization With Privacy ConsiderationKeke Zhang, Qingguo Lü, Xiaofeng Liao 0001, Huaqing Li 0001. tetci, 8(6):3754-3766, December 2024. [doi]

2023

Global Transformer and Dual Local Attention Network via Deep-Shallow Hierarchical Feature Fusion for Retinal Vessel SegmentationYang Li 0010, Yue Zhang, Jingyu Liu 0002, Kang Wang, Kai Zhang, Gen-Sheng Zhang, Xiaofeng Liao 0001, Guang Yang 0006. tcyb, 53(9):5826-5839, September 2023. [doi]

Privacy-Preserving Federated Learning With Malicious Clients and Honest-but-Curious ServersJunqing Le, Di Zhang, Xinyu Lei, Long Jiao, Kai Zeng 0001, Xiaofeng Liao 0001. tifs, 18:4329-4344, 2023. [doi]

A Novel Privacy-Preserving Location-Based Services Search Scheme in Outsourced CloudDong Li, Jiahui Wu, Junqing Le, Xiaofeng Liao 0001, Tao Xiang. tcc, 11(1):457-469, January - March 2023. [doi]

Fixed-Time Control for a Class of Nonlinear PH-DAE SystemsXinggui Liu, Xiaofeng Liao 0001. tsmc, 53(8):5161-5173, 2023. [doi]

A Projection Neural Network to Nonsmooth Constrained Pseudoconvex OptimizationJingxin Liu, Xiaofeng Liao 0001. tnn, 34(4):2001-2015, April 2023. [doi]

A neurodynamic approach for nonsmooth optimal power consumption of intelligent and connected vehiclesJingxin Liu, Xiaofeng Liao 0001, Jin Song Dong, Amin Mansoori. NN, 161:693-707, April 2023. [doi]

Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep HidingHangcheng Liu, Tao Xiang, Shangwei Guo, Han Li, Tianwei Zhang 0004, Xiaofeng Liao 0001. tifs, 18:5229-5242, 2023. [doi]

Asynchronous Algorithms for Decentralized Resource Allocation Over Directed NetworksQingguo Lü, Xiaofeng Liao 0001, Shaojiang Deng, Huaqing Li 0001. tpds, 34(1):16-32, 2023. [doi]

Attention-Rectified and Texture-Enhanced Cross-Attention Transformer Feature Fusion Network for Facial Expression RecognitionMingyi Sun, Weigang Cui, Yue Zhang, Shuyue Yu, Xiaofeng Liao 0001, Bin Hu 0001, Yang Li 0010. tii, 19(12):11823-11832, December 2023. [doi]

Full-Reference Image Quality Assessment via Low-Level and High-Level Feature FusionChao Wu, Xiaofeng Liao 0001, Hong Yue, Xueyong Xu, Xuekai Wei, Dingcheng Wu, Mingliang Zhou. ijprai, 37(11), September 2023. [doi]

EHNQ: Subjective and Objective Quality Evaluation of Enhanced Night-Time ImagesYing Yang, Tao Xiang, Shangwei Guo, Xiao Lv, Hantao Liu, Xiaofeng Liao 0001. tcsv, 33(9):4645-4659, September 2023. [doi]

Accelerated Projection Algorithm Based on Smoothing Approximation for Distributed Nonsmooth OptimizationYou-Zhao, Xiaofeng Liao 0001, Xing He 0001. tcns, 10(4):1682-1694, December 2023. [doi]

Distributed Inertial Continuous and Discrete Time Algorithms for Solving Resource Allocation ProblemYou-Zhao, Xiaofeng Liao 0001, Xing He 0001. tnse, 10(6):3131-3143, November - December 2023. [doi]

Distributed Smoothing Projection Neurodynamic Approaches for Constrained Nonsmooth OptimizationYou-Zhao, Xiaofeng Liao 0001, Xing He 0001. tsmc, 53(2):675-688, 2023. [doi]

Accelerated Primal-Dual Mirror Dynamics for Centralized and Distributed Constrained Convex Optimization ProblemsYou-Zhao, Xiaofeng Liao 0001, Xing He 0001, Mingliang Zhou, Chaojie Li. jmlr, 24, 2023. [doi]

Secure and Efficient Data Deduplication in JointCloud StorageDi Zhang, Junqing Le, Nankun Mu, Jiahui Wu, Xiaofeng Liao 0001. tcc, 11(1):156-167, January - March 2023. [doi]

Neurodynamic approaches with derivative feedback for sparse signal reconstructionXian Zhou, You-Zhao, Hongying Zheng, Xiaofeng Liao 0001. nca, 35(13):9501-9515, May 2023. [doi]

2022

Spatio-Temporal-Spectral Hierarchical Graph Convolutional Network With Semisupervised Active Learning for Patient-Specific Seizure PredictionYang Li 0010, Yu Liu, Yuzhu Guo, Xiaofeng Liao 0001, Bin Hu 0001, Tao Yu. tcyb, 52(11):12189-12204, 2022. [doi]

Minable Data Publication Based on Sensitive Association Rule HidingFan Yang 0064, Xinyu Lei, Junqing Le, Nankun Mu, Xiaofeng Liao 0001. tetci, 6(5):1247-1257, 2022. [doi]

STEAC: Towards secure, traceable, and efficient cryptographic access control scheme in smart healthcareWeiwei Deng, Tao Xiang, Xiaofeng Liao 0001. mta, 81(21):30069-30092, 2022. [doi]

Couple-Group Consensus of Cooperative-Competitive Heterogeneous Multiagent Systems: A Fully Distributed Event-Triggered and Pinning Control MethodKangying Li, Lianghao Ji, Shasha Yang, Huaqing Li 0001, Xiaofeng Liao 0001. tcyb, 52(6):4907-4915, 2022. [doi]

A Decentralized Stochastic Algorithm for Coupled Composite Optimization With Linear ConvergenceQingguo Lü, Xiaofeng Liao 0001, Shaojiang Deng, Huaqing Li 0001. tsipn, 8:627-640, 2022. [doi]

ET-DASG: An Efficient Decentralized Algorithm for Convex Optimization Over NetworksQingguo Lü, Xiaofeng Liao 0001, Shaojiang Deng, Huaqing Li 0001. tnse, 9(3):1789-1801, 2022. [doi]

DisEHPPC: Enabling Heterogeneous Privacy-Preserving Consensus-Based Scheme for Economic Dispatch in Smart GridsAijuan Wang, Wanping Liu, Tao Dong 0001, Xiaofeng Liao 0001, Tingwen Huang. tcyb, 52(6):5124-5135, 2022. [doi]

SecEDMO: Enabling Efficient Data Mining with Strong Privacy Protection in Cloud ComputingJiahui Wu, Nankun Mu, Xinyu Lei, Junqing Le, Di Zhang, Xiaofeng Liao 0001. tcc, 10(1):691-705, 2022. [doi]

EGM: An Efficient Generative Model for Unrestricted Adversarial ExamplesTao Xiang, Hangcheng Liu, Shangwei Guo, Yan Gan, Xiaofeng Liao 0001. tosn, 18(4), November 2022. [doi]

Access-oblivious and Privacy-Preserving K Nearest Neighbors Classification in dual cloudsBin Xie, Tao Xiang, Xiaofeng Liao 0001. comcom, 184:12-23, 2022. [doi]

Achieving Privacy-Preserving Online Diagnosis With Outsourced SVM in Internet of Medical Things EnvironmentBin Xie, Tao Xiang, Xiaofeng Liao 0001, Jiahui Wu. tdsc, 19(6):4113-4126, 2022. [doi]

Centralized and Collective Neurodynamic Optimization Approaches for Sparse Signal Reconstruction via L₁-MinimizationYou-Zhao, Xiaofeng Liao 0001, Xing He 0001, Rongqiang Tang. tnn, 33(12):7488-7501, 2022. [doi]

Distributed Continuous and Discrete Time Projection Neurodynamic Approaches for Sparse RecoveryYou-Zhao, Xiaofeng Liao 0001, Xing He 0001. tetci, 6(6):1411-1426, 2022. [doi]

Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed NetworksKeke Zhang, Xiaofeng Liao 0001, Qingguo Lü. tnse, 9(6):4145-4158, 2022. [doi]

2021

An innovative technique for image encryption using tri-partite graph and chaotic mapsAqeel-ur-Rehman, Xiaofeng Liao 0001, Huiwei Wang. mta, 80(14):21979-22005, 2021. [doi]

CL-ME: Efficient Certificateless Matchmaking Encryption for Internet of ThingsBiwen Chen, Tao Xiang, Mimi Ma, Debiao He, Xiaofeng Liao 0001. iotj, 8(19):15010-15023, 2021. [doi]

Robust Computation Offloading and Resource Scheduling in Cloudlet-Based Mobile Cloud ComputingMenggang Chen, Songtao Guo, Kai Liu 0001, Xiaofeng Liao 0001, Bin Xiao 0001. tmc, 20(5):2025-2040, 2021. [doi]

Limit Cycle of a Single-Neuron System and Its Circuitry DesignJintao Huang, Xiaofeng Liao 0001, Nankun Mu, Yunhang Zhu. icaci 2021: 74-79 [doi]

Federated Continuous Learning With Broad Network ArchitectureJunqing Le, Xinyu Lei, Nankun Mu, Hengrun Zhang 0001, Kai Zeng 0001, Xiaofeng Liao 0001. tcyb, 51(8):3874-3888, 2021. [doi]

Locally Fixed-Time Stabilization and $H_{\infty}$ Control for Memristive Port-Controlled Hamiltonian SystemsXinggui Liu, Xiaofeng Liao 0001. iccais 2021: 793-798 [doi]

A Nesterov-Like Gradient Tracking Algorithm for Distributed Optimization Over Directed NetworksQingguo Lü, Xiaofeng Liao 0001, Huaqing Li 0001, Tingwen Huang. tsmc, 51(10):6258-6270, 2021. [doi]

Privacy Masking Stochastic Subgradient-Push Algorithm for Distributed Online OptimizationQingguo Lü, Xiaofeng Liao 0001, Tao Xiang, Huaqing Li 0001, Tingwen Huang. tcyb, 51(6):3224-3237, 2021. [doi]

Event-Triggered Privacy-Preserving Average Consensus for Multiagent Networks With Time Delay: An Output Mask ApproachAijuan Wang, Haibo He, Xiaofeng Liao 0001. tsmc, 51(7):4520-4531, 2021. [doi]

Convolutional Neural Network for Visual Security EvaluationYing Yang, Tao Xiang, Hangcheng Liu, Xiaofeng Liao 0001. tcsv, 31(8):3293-3307, 2021. [doi]

Exploring the redaction mechanisms of mutable blockchains: A comprehensive surveyDi Zhang, Junqing Le, Xinyu Lei, Tao Xiang, Xiaofeng Liao 0001. ijis, 36(9):5051-5084, 2021. [doi]

Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-CloudsYushu Zhang, Jiantao Zhou 0001, Yong Xiang 0001, Leo Yu Zhang, Fei Chen 0003, Shaoning Pang, Xiaofeng Liao 0001. tbd, 7(4):717-728, 2021. [doi]

2020

A Chaotic Image Encryption Scheme Based on Hénon-Chebyshev Modulation Map and Genetic OperationsYu Liu 0021, Zheng Qin, Xiaofeng Liao 0001, Jiahui Wu. IJBC, 30(6), 2020. [doi]

Anonymous Privacy Preservation Based on m-Signature and Fuzzy Processing for Real-Time Data ReleaseJunqing Le, Di Zhang, Mu Nankun, Xiaofeng Liao 0001, Fan Yang. tsmc, 50(10):3871-3883, 2020. [doi]

A Computation-Efficient Decentralized Algorithm for Composite Constrained OptimizationQingguo Lü, Xiaofeng Liao 0001, Huaqing Li 0001, Tingwen Huang. tsipn, 6:774-789, 2020. [doi]

Achieving Acceleration for Distributed Economic Dispatch in Smart Grids Over Directed NetworksQingguo Lü, Xiaofeng Liao 0001, Huaqing Li 0001, Tingwen Huang. tnse, 7(3):1988-1999, 2020. [doi]

Improved evolutionary algorithm and its application in PID controller optimizationDewen Qiao, Nankun Mu, Xiaofeng Liao 0001, Junqing Le, Fan Yang. chinaf, 63(9):1-3, 2020. [doi]

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