The Intelligent Reconfigurable Measuring Node Based on Wireless Access Network. - Liming Wu; Junxiu Liu; Ji Zhang; Yuling Luo (CIS (1), 2009)

Hardware Implementation of Cryptographic Hash Function Based on Spatiotemporal Chaos. - Yuling Luo; Junxiu Liu; Lvchen Cao; Jinjie Bi; Senhui Qiu (SecureComm (1), 2014)

Fine-Grained Fault-Tolerant Adaptive Routing for Networks-on-Chip. - Junxiu Liu; Jim Harkin; Liam P. Maguire; Yuhua Li 001; Lei Wan; Yuling Luo (ICA3PP (4), 2015)

A symmetrical image encryption scheme in wavelet and time domain. - Yuling Luo; Minghui Du; Junxiu Liu (Commun. Nonlinear Sci. Numer. Simul., 2015)

An authentication strategy based on spatiotemporal chaos for software copyright protection. - Lvchen Cao; Yuling Luo; Jinjie Bi; Senhui Qiu; Zhenkun Lu; Jim Harkin; Liam McDaid (Secur. Commun. Networks, 2015)

Short-Term Electrical Load Forecasting Based on Fuzzy Logic Control and Improved Back Propagation Algorithm. - Lei Wan; Junxiu Liu; Senhui Qiu; Mingcan Cen; Yuling Luo (SmartGIFT, 2016)

Estimating the parameters of ultrasonic echo signal in the Gabor transform domain and its resolution analysis. - Zhenkun Lu; Cui Yang; Donghong Qin; Yuling Luo (Signal Process., 2016)

A chaos-based self-adapting RGB image permutation scheme. - Yuling Luo; Ronglong Zhou; Lvchen Cao; Junxiu Liu; Jinjie Bi; Yi Cao 001; Senhui Qiu (ICNC-FSKD, 2017)

An Energy-Aware Hybrid Particle Swarm Optimization Algorithm for Spiking Neural Network Mapping. - Junxiu Liu; Xingyue Huang; Yuling Luo; Yi Cao 001 (ICONIP (3), 2017)

An Efficient Hardware Architecture for Multilayer Spiking Neural Networks. - Yuling Luo; Lei Wan; Junxiu Liu; Jinlei Zhang; Yi Cao 001 (ICONIP (6), 2017)

An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple Spikes. - Yuling Luo; Qiang Fu 019; Junxiu Liu; Jim Harkin; Liam McDaid; Yi Cao 001 (IWANN (1), 2017)

Data analytics enhanced component volatility model. - Yuan Yao; Jia Zhai; Yi Cao 001; Xuemei Ding; Junxiu Liu; Yuling Luo (Expert Syst. Appl., 2017)

Counteracting Dynamical Degradation of Digital Chaotic Chebyshev Map via Perturbation. - Yunqi Liu; Yuling Luo; Shuxiang Song 001; Lvchen Cao; Junxiu Liu; Jim Harkin (Int. J. Bifurc. Chaos, 2017)

Layered tile architecture for efficient hardware spiking neural networks. - Lei Wan; Junxiu Liu; Jim Harkin; Liam McDaid; Yuling Luo (Microprocess. Microsystems, 2017)

Forest fire detection using spiking neural networks. - Yuling Luo; Qian Lu; Junxiu Liu; Qiang Fu 019; Jim Harkin; Liam McDaid; Jordi Martínez-Corral; Guillermo Biot-Marí (CF, 2018)

Financial Data Forecasting Using Optimized Echo State Network. - Junxiu Liu; Tiening Sun; Yuling Luo; Qiang Fu 019; Yi Cao 001; Jia Zhai; Xuemei Ding (ICONIP (5), 2018)

Improving the Stability for Spiking Neural Networks Using Anti-noise Learning Rule. - Yuling Luo; Qiang Fu 019; Junxiu Liu; Yongchuang Huang; Xuemei Ding; Yi Cao 001 (PRICAI, 2018)

A Double-Image Encryption Scheme Based on Amplitude-Phase Encoding and Discrete Complex Random Transformation. - Yuling Luo; Shunbin Tang; Xingsheng Qin; Lvchen Cao; Frank Jiang 001; Junxiu Liu (IEEE Access, 2018)

Quantitative analysis of breast cancer diagnosis using a probabilistic modelling approach. - Shuo Liu; Jinshu Zeng; Huizhou Gong; Hongqin Yang; Jia Zhai; Yi Cao 001; Junxiu Liu; Yuling Luo; Yuhua Li 001; Liam P. Maguire; Xuemei Ding (Comput. Biol. Medicine, 2018)

A paired neural network model for tourist arrival forecasting. - Yuan Yao; Yi Cao 001; Xuemei Ding; Jia Zhai; Junxiu Liu; Yuling Luo; Shuai Ma; Kailin Zou (Expert Syst. Appl., 2018)

Cryptanalysis of Chaos-Based Cryptosystem from the Hardware Perspective. - Yuling Luo; Dezheng Zhang; Junxiu Liu; Yunqi Liu; Yi Cao 001; Xuemei Ding (Int. J. Bifurc. Chaos, 2018)

An efficient and self-adapting colour-image encryption algorithm based on chaos and interactions among multiple layers. - Yuling Luo; Ronglong Zhou; Junxiu Liu; Senhui Qiu; Yi Cao 001 (Multim. Tools Appl., 2018)

An Efficient, Low-Cost Routing Architecture for Spiking Neural Network Hardware Implementations. - Yuling Luo; Lei Wan; Junxiu Liu; Jim Harkin; Yi Cao 001 (Neural Process. Lett., 2018)

Hash Hardware Generator Based on Mutual Perturbed Logistic Map. - Yuling Luo; Shuming Han; Junxiu Liu; Zhewei Liang; Su Yang 002 (HPCC/SmartCity/DSS, 2019)

A Colour Image Encryption Using Genetic Operators and Generalized Henon Chaotic Mapping. - Yuling Luo; Xue Ouyang; Junxiu Liu; Lvchen Cao (HPCC/SmartCity/DSS, 2019)

A Block Cryptographic Algorithm for Wireless Sensor Networks Based on Hybrid Chaotic Map. - Yuling Luo; Lieyang Yao; Junxiu Liu; Dezheng Zhang; Lvchen Cao (HPCC/SmartCity/DSS, 2019)

Multi-objective Spiking Neural Network Hardware Mapping Based on Immune Genetic Algorithm. - Junxiu Liu; Xingyue Huang; Yongchuang Huang; Yuling Luo; Su Yang 002 (ICANN (1), 2019)

Human Body Posture Recognition Using Wearable Devices. - Junxiu Liu; Mingxing Li; Yuling Luo; Su Yang 002; Senhui Qiu (ICANN (Workshop), 2019)

Hardware Tripartite Synapse Architecture based on Stochastic Computing. - Junxiu Liu; Zhewei Liang; Yuling Luo; Jiadong Huang; Su Yang 002 (TASE, 2019)

An Optimized Image Watermarking Method Based on HD and SVD in DWT Domain. - Junxiu Liu; Jiadong Huang; Yuling Luo; Lvchen Cao; Su Yang 002; Duqu Wei; Ronglong Zhou (IEEE Access, 2019)

Mass Spectral Substance Detections Using Long Short-Term Memory Networks. - Junxiu Liu; Jinlei Zhang; Yuling Luo; Su Yang 002; Jinling Wang 003; Qiang Fu 019 (IEEE Access, 2019)

An Image Encryption Method Based on Elliptic Curve Elgamal Encryption and Chaotic Systems. - Yuling Luo; Xue Ouyang; Junxiu Liu; Lvchen Cao (IEEE Access, 2019)

ECM-IBS: A Chebyshev Map-Based Broadcast Authentication for Wireless Sensor Networks. - Yuling Luo; Yunqi Liu; Junxiu Liu; Xue Ouyang; Yi Cao 001; Xuemei Ding (Int. J. Bifurc. Chaos, 2019)

A Chaotic Block Cryptographic System Resistant to Power Analysis Attack. - Yuling Luo; Dezheng Zhang; Junxiu Liu (Int. J. Bifurc. Chaos, 2019)

Bio-inspired fault detection circuits based on synapse and spiking neuron models. - Junxiu Liu; Yongchuang Huang; Yuling Luo; Jim Harkin; Liam McDaid (Neurocomputing, 2019)

A robust image encryption algorithm based on Chua's circuit and compressive sensing. - Yuling Luo; Jia Lin; Junxiu Liu; Duqu Wei; Lvchen Cao; Ronglong Zhou; Yi Cao 001; Xuemei Ding (Signal Process., 2019)

An Energy-aware Spiking Neural Network Hardware Mapping based on Particle Swarm Optimization and Genetic Algorithm. - Junxiu Liu; Xingyue Huang; Dong Jiang; Yuling Luo (CODES+ISSS, 2020)

Multi-Ring on-Chip Interconnected Architecture for Spiking Neural Network Hardware Implementations. - Junxiu Liu; Dong Jiang; Yuling Luo; Senhui Qiu (HPCC/DSS/SmartCity, 2020)

Automatic Segmentation and Diagnosis of Intervertebral Discs Based on Deep Neural Networks. - Xiuhao Liang; Junxiu Liu; Yuling Luo; Guopei Wu; Shunsheng Zhang; Senhui Qiu (ICONIP (4), 2020)

Sensor Drift Compensation Using Robust Classification Method. - Guopei Wu; Junxiu Liu; Yuling Luo; Senhui Qiu (ICONIP (3), 2020)

A Robust Watermarking Scheme with High Security and Low Computational Complexity. - Liangjia Li; Yuling Luo; Junxiu Liu; Senhui Qiu; Lanhang Li (SecureComm (2), 2020)

Cryptanalysis of a Chaos-based Block Cryptosystem Using Multiple Samples Correlation Power Analysis. - Shunsheng Zhang; Yuling Luo; Lvchen Cao; Junxiu Liu (TrustCom, 2020)

EEG-Based Emotion Classification Using Spiking Neural Networks. - Yuling Luo; Qiang Fu 019; Juntao Xie; Yunbai Qin; Guopei Wu; Junxiu Liu; Frank Jiang 001; Yi Cao 001; Xuemei Ding (IEEE Access, 2020)

Cryptanalysis of a Chaotic Block Cryptographic System Against Template Attacks. - Yuling Luo; Shunsheng Zhang; Junxiu Liu; Lvchen Cao (Int. J. Bifurc. Chaos, 2020)

An echo state network architecture based on quantum logic gate and its optimization. - Junxiu Liu; Tiening Sun; Yuling Luo; Su Yang 002; Yi Cao 001; Jia Zhai (Neurocomputing, 2020)

Echo state network optimization using binary grey wolf algorithm. - Junxiu Liu; Tiening Sun; Yuling Luo; Su Yang 002; Yi Cao 001; Jia Zhai (Neurocomputing, 2020)

Image encryption algorithm using chaotic maps and cellular automata. - Lanhang Li; Yuling Luo; Shubin Tang; Lvchen Cao; Xue Ouyang (EAI Endorsed Trans. Security Safety, 2020)

A Highly Efficient Profiled Power Analysis Attack Based on Power Leakage Fitting. - Yuanzhi Li; Shanshan Xu; Yuling Luo; Sheng Qin; Shunsheng Zhang; Min Su (HPCC/DSS/SmartCity/DependSys, 2021)

High Speed True Random Number Generator Controlled by Logistic Map. - Yuling Luo; Shuming Han; Shunsheng Zhang; Yanhu Wang; Junxiu Liu (HPCC/DSS/SmartCity/DependSys, 2021)

Alzheimer's disease detection using depthwise separable convolutional neural networks. - Junxiu Liu; Mingxing Li; Yuling Luo; Su Yang 002; Wei Li 055; Yifei Bi (Comput. Methods Programs Biomed., 2021)

Spiking neural network-based multi-task autonomous learning for mobile robots. - Junxiu Liu; Hao Lu 017; Yuling Luo; Su Yang 002 (Eng. Appl. Artif. Intell., 2021)

A multi-scale image watermarking based on integer wavelet transform and singular value decomposition. - Yuling Luo; Liangjia Li; Junxiu Liu; Shunbin Tang; Lvchen Cao; Shunsheng Zhang; Senhui Qiu; Yi Cao 001 (Expert Syst. Appl., 2021)

An memristor-based synapse implementation using BCM learning rule. - Yongchuang Huang; Junxiu Liu; Jim Harkin; Liam McDaid; Yuling Luo (Neurocomputing, 2021)

An autonomous learning mobile robot using biological reward modulate STDP. - Hao Lu 017; Junxiu Liu; Yuling Luo; Yifan Hua; Senhui Qiu; Yongchuang Huang (Neurocomputing, 2021)

Counteracting dynamical degradation of a class of digital chaotic systems via Unscented Kalman Filter and perturbation. - Yuling Luo; Yunqi Liu; Junxiu Liu; Shunbin Tang; Jim Harkin; Yi Cao 001 (Inf. Sci., 2021)

Minimally buffered deflection router for spiking neural network hardware implementations. - Junxiu Liu; Dong Jiang; Yuling Luo; Senhui Qiu; Yongchuang Huang (Neural Comput. Appl., 2021)

Efficient PCA-based image compression via secure outsourcing edge cloud. - Yuling Luo; Shiqi Zhang; Shunsheng Zhang; Junxiu Liu; Ce Liang; Su Yang 002 (HPCC/DSS/SmartCity/DependSys, 2022)

Efficient-Secure k-means Clustering Guaranteeing Personalized Local Differential Privacy. - Yuling Luo; Zhangrui Wang; Shunsheng Zhang; Junxiu Liu (ICA3PP, 2022)

A Combined Feature Encoding Network with Semantic Enhancement for Image Tampering Forensics. - Yuling Luo; Ce Liang; Shunsheng Zhang; Sheng Qin (IFIP Int. Conf. Digital Forensics, 2022)

MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning. - Dongnan Liu; Mariano Cabezas; Dongang Wang; Zihao Tang; Lei Bai 001; Geng Zhan; Yuling Luo; Kain Kyle; Linda Ly; James Yu; Chun-Chien Shieh; Aria Nguyen; et al. (CoRR, 2022)

COVER: A Secure Blind Image Watermarking Scheme. - Yuling Luo; Fangxiao Wang 003; Junxiu Liu; Liangjia Li; Su Yang 002; Shunsheng Zhang (Circuits Syst. Signal Process., 2022)

Federated learning-based vertebral body segmentation. - Junxiu Liu; Xiuhao Liang; Rixing Yang; Yuling Luo; Hao Lu 017; Liangjia Li; Shunsheng Zhang; Su Yang 002 (Eng. Appl. Artif. Intell., 2022)

CONCEAL: A robust dual-color image watermarking scheme. - Yuling Luo; Fangxiao Wang 003; Shanshan Xu; Shunsheng Zhang; Liangjia Li; Min Su; Junxiu Liu (Expert Syst. Appl., 2022)

Cryptanalyzing a Feistel Chaotic Block Cryptosystem Based on Correlation Power Analysis. - Dezheng Zhang; Shunsheng Zhang; Yuling Luo; Lvchen Cao (Int. J. Bifurc. Chaos, 2022)

Image encryption using chaotic map and cellular automata. - Lanhang Li; Yuling Luo; Senhui Qiu; Xue Ouyang; Lvchen Cao; Shunbin Tang (Multim. Tools Appl., 2022)

An image encryption scheme based on particle swarm optimization algorithm and hyperchaotic system. - Yuling Luo; Xue Ouyang; Junxiu Liu; Lvchen Cao; Yanli Zou (Soft Comput., 2022)

Machine Learning-Based Similarity Attacks for Chaos-Based Cryptosystems. - Junxiu Liu; Shunsheng Zhang; Yuling Luo; Lvchen Cao (IEEE Trans. Emerg. Top. Comput., 2022)

Intelligent Traffic Light Control by Exploring Strategies in an Optimised Space of Deep Q-Learning. - Junxiu Liu; Sheng Qin; Yuling Luo; Yanhu Wang; Su Yang 002 (IEEE Trans. Veh. Technol., 2022)

A grape disease identification and severity estimation system. - Haiping Shu; Junxiu Liu; Yifan Hua; Jian Chen; Shunsheng Zhang; Min Su; Yuling Luo (Multim. Tools Appl., 2023)

A Secure and Efficient Framework for Outsourcing Large-scale Matrix Determinant and Linear Equations. - Yuling Luo; Shiqi Zhang; Shunsheng Zhang; Junxiu Liu; Yanhu Wang; Su Yang 002 (ACM Trans. Embed. Comput. Syst., 2023)

Traffic signal control using reinforcement learning based on the teacher-student framework. - Junxiu Liu; Sheng Qin; Min Su; Yuling Luo; Shunsheng Zhang; Yanhu Wang; Su Yang 002 (Expert Syst. Appl., 2023)

Multiple intersections traffic signal control based on cooperative multi-agent reinforcement learning. - Junxiu Liu; Sheng Qin; Min Su; Yuling Luo; Yanhu Wang; Su Yang 002 (Inf. Sci., 2023)

Hardware Spiking Neural Networks with Pair-Based STDP Using Stochastic Computing. - Junxiu Liu; Yanhu Wang; Yuling Luo; Shunsheng Zhang; Dong Jiang; Yifan Hua; Sheng Qin; Su Yang 002 (Neural Process. Lett., 2023)

A watermark-based framework to actively protect deep neural networks. - Yuling Luo; Yuanze Li; Shunsheng Zhang; Junxiu Liu; Sheng Qin (IJCNN, 2024)

A two-branch encoder-decoder network for image tampering localization. - Yuling Luo; Ce Liang; Sheng Qin; Junxiu Liu; Qiang Fu 019; Su Yang 002 (Appl. Soft Comput., 2024)

Reversible Data Hiding based on optimized CNN predictor and Prediction Error Expansion with Lower Surround Background Complexity. - Yuling Luo; Yiqi Qiu; Baoshan Lu; Sheng Qin; Qiang Fu 019; Shunsheng Zhang; Yiting Huang; Su Yang 002 (Comput. Electr. Eng., 2024)

The open banking era: An optimal model for the emergency fund. - Junxiu Liu; Shaodong Huang; Qiang Fu 019; Yuling Luo; Sheng Qin; Yi Cao 001; Jia Zhai; Su Yang 002 (Expert Syst. Appl., 2024)

Unidirectional and hierarchical on-chip interconnected architecture for large-scale hardware spiking neural networks. - Junxiu Liu; Dong Jiang; Qiang Fu 019; Yuling Luo; Yaohua Deng; Sheng Qin; Shunsheng Zhang (Neurocomputing, 2024)

Copyright protection framework for federated learning models against collusion attacks. - Yuling Luo; Yuanze Li; Sheng Qin; Qiang Fu 019; Junxiu Liu (Inf. Sci., 2024)

An image compression-then-encryption algorithm using piecewise asymptotic deterministic random measurement matrix. - Yuling Luo; Xianya Huang; Shunsheng Zhang; Junxiu Liu (Multim. Tools Appl., 2024)

A Blind and Robust Image Watermarking Algorithm in the Spatial Domain using Two-level Partition. - Liangjia Li; Yuling Luo; Junxiu Liu; Senhui Qiu (Mob. Networks Appl., 2024)

Event Data Classification Using TPE-Based Deep Spiking Neural Networks. - Junxiu Liu; Huazhi Liu; Qiang Fu 019; Yuling Luo; Sheng Qin; Xiwen Luo; Yeqing Xiong (ICIC (22), 2025)

Autonomous Learning Mobile Robots Inspired by Biological Reward Strategies. - Junxiu Liu; Changyong Yang; Qiang Fu 019; Yuling Luo; Sheng Qin; Xue Ouyang (ICIC (14), 2025)

EEG-based emotion detection using Long Short-Term Memory Network and reinforcement learning for enhanced feature selection. - Junxiu Liu; Guopei Wu; Qiang Fu 019; Yuling Luo; Su Yang 002; Senhui Qiu; Yi Cao 001; Wei Li 055 (Appl. Soft Comput., 2025)

Memory-augmented-based meta-learning framework for cross-subject motor imagery classification. - Junxiu Liu; Xuanyu Zhao; Yuling Luo; Sheng Qin; Qiang Fu 019; Hongxiao Tan (Biomed. Signal Process. Control., 2025)

DPO-Face: Differential privacy obfuscation for facial sensitive regions. - Yuling Luo; Tinghua Hu; Xue Ouyang; Junxiu Liu; Qiang Fu 019; Sheng Qin; Zhen Min; Xiaoguang Lin (Comput. Secur., 2025)

Time series correlated key-value data collection with local differential privacy. - Yuling Luo; Yali Wan; Xue Ouyang; Junxiu Liu; Qiang Fu 019; Sheng Qin; Ziqi Yuan; Tinghua Hu (Comput. Secur., 2025)

EEG-Based Epilepsy Recognition via Federated Learning With Differential Privacy. - Yuling Luo; Bingxiong Jiang; Sheng Qin; Qiang Fu 019; Shunsheng Zhang (Concurr. Comput. Pract. Exp., 2025)