2025
Inter-class margin climbing with cost-sensitive learning in neural network classification.
Knowl. Inf. Syst., February, 2025
Event-Triggered Bipartite Consensus for Multi-Agent Systems via Model-Free Sliding-Mode Scheme.
IEEE Trans. Netw. Sci. Eng., 2025
Dynamic Event-Triggered Sliding-Mode Bipartite Consensus for Multi-Agent Systems With Unknown Dynamics.
IEEE Trans Autom. Sci. Eng., 2025
Spatiotemporal image-based method for external breakage event recognition in long-distance distributed fiber optic sensing.
Expert Syst. Appl., 2025
Adaptive temporal fusion network with depth supervision and modulation for robust three-dimensional object detection in complex scenes.
Eng. Appl. Artif. Intell., 2025
Parametric ρ-Norm Scaling Calibration.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
FR-GNN: Mitigating the Impact of Distribution Shift on Graph Neural Networks via Test-Time Feature Reconstruction.
IEEE Internet Things J., July, 2024
Black-Box Attacks on Graph Neural Networks via White-Box Methods With Performance Guarantees.
IEEE Internet Things J., May, 2024
Advancing neural network calibration: The role of gradient decay in large-margin Softmax optimization.
Neural Networks, 2024
Data-driven replay attack detection for unknown cyber-physical systems.
Inf. Sci., 2024
BEV feature exchange pyramid networks-based 3D object detection in small and distant situations: A decentralized federated learning framework.
Neurocomputing, 2024
Dynamic spatial-temporal graph convolutional recurrent networks for traffic flow forecasting.
Expert Syst. Appl., 2024
Control the GNN: Utilizing Neural Controller with Lyapunov Stability for Test-Time Feature Reconstruction.
CoRR, 2024
A PID Controller Approach for Adaptive Probability-dependent Gradient Decay in Model Calibration.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
Penalized Least Squares Classifier: Classification by Regression Via Iterative Cost-Sensitive Learning.
Neural Process. Lett., December, 2023
Unsupervised anomaly detection via knowledge distillation with non-directly-coupled student block fusion.
Mach. Vis. Appl., November, 2023
Towards fidelity of graph data augmentation via equivariance.
Knowl. Based Syst., November, 2023
Leader learning loss function in neural network classification.
Neurocomputing, November, 2023
Novel Coil Array Design and Modeling for Independent Control of Multiple Magnetic Microrobots.
IEEE Trans. Ind. Electron., October, 2023
Deep incremental random vector functional-link network: A non-iterative constructive sketch via greedy feature learning.
Appl. Soft Comput., August, 2023
Grafting constructive algorithm in feedforward neural network learning.
Appl. Intell., May, 2023
Fault-Tolerant Finite-Time Consensus of Multi-Agent Systems Under Asynchronous Self-Sensing Function Failures.
IEEE Trans. Signal Inf. Process. over Networks, 2023
Self-knowledge distillation based on knowledge transfer from soft to hard examples.
Image Vis. Comput., 2023
Real-Time Frequency Adaptive Tracking Control of the WPT System Based on Apparent Power Detection.
Int. J. Intell. Syst., 2023
Distribution shift mitigation at test time with performance guarantees.
CoRR, 2023
Fault-Tolerant Consensus of Single-Integrator Multi-Agent Systems in the Presence of Asynchronous Self-Sensing Function Failures.
Proceedings of the 4th International Conference on Computer Engineering and Intelligent Control, 2023
2022
Combined Magnetic Field Decoupling and Disturbance Rejection Control of Microrobots Based on Extended State Observer.
IEEE Robotics Autom. Lett., 2022
Probability-Dependent Gradient Decay in Large Margin Softmax.
CoRR, 2022
2021
Permutation entropy based detection scheme of replay attacks in industrial cyber-physical systems.
J. Frankl. Inst., 2021
Detection of false data injection attacks in smart grid based on a new dimensionality-reduction method.
Comput. Electr. Eng., 2021
Integrated Optimization Method of Hidden Parameters in Incremental Extreme Learning Machine.
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Distributed Robust Filtering for Wireless Sensor Networks with Markov Switching Topologies and Deception Attacks.
Sensors, 2020
Twin support vector machine based on improved artificial fish swarm algorithm with application to flame recognition.
Appl. Intell., 2020
2019
Infrared flame detection based on a self-organizing TS-type fuzzy neural network.
Neurocomputing, 2019
Robust fusion algorithm based on RBF neural network with TS fuzzy model and its application to infrared flame detection problem.
Appl. Soft Comput., 2019
2018
A Novel Data Integrity Attack Detection Algorithm Based on Improved Grey Relational Analysis.
IEEE Access, 2018
2017
Digital redesign of analog smith predictor for systems with long input time delays.
J. Frankl. Inst., 2017
2015
Asymptotic bounded consensus tracking of multi-agent systems with a bounded-acceleration target via sampled-data control.
J. Frankl. Inst., 2015
Digital decoupling controller design for multiple time-delay continuous-time transfer function matrices.
Int. J. Syst. Sci., 2015
Stochastic bounded consensus tracking of second-order multi-agent systems with measurement noises based on sampled-data with general sampling delay.
Int. J. Syst. Sci., 2015
2014
Multi-rate digital redesign of cascaded and dynamic output feedback systems.
Int. J. Syst. Sci., 2014
2012
Stochastic Bounded Consensus Tracking of Second-Order Multi-Agent Systems with Measurement Noises and Sampled-Data.
J. Intell. Robotic Syst., 2012
Digital Controller Design for Analog Systems Represented by Multiple Input-Output Time-Delay Transfer Function Matrices with Long Time Delays.
Circuits Syst. Signal Process., 2012
2011
Stabilization and stability connection of Networked Control Systems with two quantizers.
Proceedings of the American Control Conference, 2011
2010
Hierarchical least squares algorithms for single-input multiple-output systems based on the auxiliary model.
Math. Comput. Model., 2010
2006
LQG Control of Networked Control System with Long Time Delays using delta -operator.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006
Optimal control for networked control system via δ-operator formulation.
Proceedings of the 2006 IEEE International Conference on Automation Science and Engineering, 2006