2025
Intralayer Synchronization and Interlayer Quasisynchronization in Multiplex Networks of Nonidentical Layers.
IEEE Trans. Neural Networks Learn. Syst., February, 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs.
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CoRR, February, 2025
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
2024
On Time-Varying Delayed Stochastic Differential Systems With Non-Markovian Switching Parameters.
IEEE Trans. Autom. Control., December, 2024
Simulation and assimilation of the digital human brain.
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Nat. Comput. Sci., December, 2024
Simulation and assimilation of the digital human brain.
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Nat. Comput. Sci., December, 2024
Two-Stage Method for Clothing Feature Detection.
Big Data Cogn. Comput., April, 2024
Learning to integrate parts for whole through correlated neural variability.
PLoS Comput. Biol., 2024
On a framework of data assimilation for hyperparameter estimation of spiking neuronal networks.
Neural Networks, 2024
Pinning intra-layer synchronization in multiplex networks of nonidentical layers.
Neurocomputing, 2024
Uncertainty Quantification in Working Memory via Moment Neural Networks.
CoRR, 2024
Towards free-response paradigm: a theory on decision-making in spiking neural networks.
CoRR, 2024
Learn to integrate parts for whole through correlated neural variability.
CoRR, 2024
Efficient Combinatorial Optimization via Heat Diffusion.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
Self-Organization of Nonlinearly Coupled Neural Fluctuations Into Synergistic Population Codes.
Neural Comput., November, 2023
Matrix-valued distributed stochastic optimization with constraints.
Frontiers Inf. Technol. Electron. Eng., September, 2023
FedDKD: Federated learning with decentralized knowledge distillation.
Appl. Intell., August, 2023
Basis operator network: A neural network-based model for learning nonlinear operators via neural basis.
Neural Networks, July, 2023
On automatic camera shooting systems via PTZ control and DNN-based visual sensing.
Intell. Serv. Robotics, July, 2023
Bimodal segmentation and classification of endoscopic ultrasonography images for solid pancreatic tumor.
Biomed. Signal Process. Control., May, 2023
Bi-Community Detection method based on both intra- and Inter-Correlation: an Applied Research of International Relations.
Adv. Complex Syst., February, 2023
Digital Twin Brain: a simulation and assimilation platform for whole human brain.
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CoRR, 2023
Modify Training Directions in Function Space to Reduce Generalization Error.
CoRR, 2023
Probabilistic Computation with Emerging Covariance: Towards Efficient Uncertainty Quantification.
CoRR, 2023
Toward spike-based stochastic neural computing.
CoRR, 2023
2022
Fully Distributed Synchronization of Complex Networks With Adaptive Coupling Strengths.
IEEE Trans. Cybern., 2022
Analytic Investigation for Synchronous Firing Patterns Propagation in Spiking Neural Networks.
Neural Process. Lett., 2022
Transferability and interpretability of the sepsis prediction models in the intensive care unit.
BMC Medical Informatics Decis. Mak., 2022
Asynchronous optimization of part logistics routing problem.
J. Glob. Optim., 2022
Transition of Chimera States and Synchronization in Two-Layer Networks of Coupled Hindmarsh-Rose Neurons.
Int. J. Bifurc. Chaos, 2022
Solving Partial Differential Equations Using Point-Based Neural Networks.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
2021
Preventive and Reactive Cyber Defense Dynamics With Ergodic Time-Dependent Parameters is Globally Attractive.
IEEE Trans. Netw. Sci. Eng., 2021
QUAD-Condition, Synchronization, Consensus of Multiagents, and Anti-Synchronization of Complex Networks.
IEEE Trans. Cybern., 2021
A Wiener Causality Defined by Divergence.
Neural Process. Lett., 2021
Finite time convergence of pinning synchronization with a single nonlinear controller.
Neural Networks, 2021
Sensory, somatomotor and internal mentation networks emerge dynamically in the resting brain with internal mentation predominating in older age.
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NeuroImage, 2021
Using Event-Based Method to Estimate Cybersecurity Equilibrium.
IEEE CAA J. Autom. Sinica, 2021
Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE.
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CoRR, 2021
Simulations of Event-Based Cyber Dynamics via Adversarial Machine Learning.
Proceedings of the Science of Cyber Security - Third International Conference, 2021
An Event-Based Parameter Switching Method for Controlling Cybersecurity Dynamics.
Proceedings of the Science of Cyber Security - Third International Conference, 2021
Video Summarization by DiffPointer-GAN.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
2020
Designing Discrete-Time Sliding Mode Controller With Mismatched Disturbances Compensation.
IEEE Trans. Ind. Informatics, 2020
Products of Generalized Stochastic Matrices With Applications to Consensus Analysis in Networks of Multiagents With Delays.
IEEE Trans. Cybern., 2020
Synchronizing non-identical time-varying delayed neural network systems via iterative learning control.
Neurocomputing, 2020
Adaptive algorithms for synchronization, consensus of multi-agents and anti-synchronization of direct complex networks.
Neurocomputing, 2020
Bifurcation Analysis and Probabilistic Energy Landscapes of Two-Component Genetic Network.
IEEE Access, 2020
Online Parallel optimization Approach to Courier Routing Problems<sup>*</sup>.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
On a videoing control system based on object detection and tracking.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Bimodal-based Object Detection and Instance Segmentation Models for Substation Equipments.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
2019
Unified Preventive and Reactive Cyber Defense Dynamics Is Still Globally Convergent.
IEEE/ACM Trans. Netw., 2019
<i>η</i>(<i>t</i>)-consensus of multi-agent systems with directed graphs via event-triggered principles.
Neurocomputing, 2019
Optimizing Pinned Nodes to Maximize the Convergence Rate of Multiagent Systems with Digraph Topologies.
Complex., 2019
Intelligent Solution System Towards Parts Logistics Optimization.
Proceedings of the Optimization of Complex Systems: Theory, 2019
On Machine Learning Apporaches towards Dissolved Gases Analyses of Power Transformer Oil Chromatography.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Security Comparison of Machine Learning Models Facing Different Attack Targets.
Proceedings of the Science of Cyber Security - Second International Conference, 2019
On Fenchel Mini-Max Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Transfer Learning Models on Brain Age Prediction.
Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019
Overall Survival Prediction Using Conventional MRI Features.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
Brain Tumor Segmentation Using 3D Convolutional Neural Network.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
2018
Preventive and Reactive Cyber Defense Dynamics Is Globally Stable.
IEEE Trans. Netw. Sci. Eng., 2018
Consensus in Networks of Multiagents with Stochastically Switching Topologies and Time-Varying Delays.
SIAM J. Control. Optim., 2018
Stability of Phase Difference Trajectories of Networks of Kuramoto Oscillators with Time-Varying Couplings and Intrinsic Frequencies.
SIAM J. Appl. Dyn. Syst., 2018
Statistical testing and power analysis for brain-wide association study.
Medical Image Anal., 2018
Meta-Learning with Hessian Free Approach in Deep Neural Nets Training.
CoRR, 2018
A Note on Dependence of Epidemic Threshold on State Transition Diagram in the SEIC Cybersecurity Dynamical System Model.
Proceedings of the Science of Cyber Security - First International Conference, 2018
Incremental Stability of Neural Networks with Switched Parameters and Time Delays via Contraction Theory of Multiple Norms.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
A Wiener Causality Defined by Relative Entropy.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Pull-Based Distributed Event-Triggered Consensus for Multiagent Systems With Directed Topologies.
IEEE Trans. Neural Networks Learn. Syst., 2017
Left-Right Skip-DenseNets for Coarse-to-Fine Object Categorization.
CoRR, 2017
Adaptive L_p (0 Regularization: Oracle Property and Applications.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
2016
Stability of Analytic Neural Networks With Event-Triggered Synaptic Feedbacks.
IEEE Trans. Neural Networks Learn. Syst., 2016
Local Pinning of Networks of Multi-Agent Systems With Transmission and Pinning Delays.
IEEE Trans. Autom. Control., 2016
Centralized and decentralized global outer-synchronization of asymmetric recurrent time-varying neural network by data-sampling.
Neural Networks, 2016
A note on finite-time and fixed-time stability.
Neural Networks, 2016
Contraction and incremental stability of switched Carathéodory systems using multiple norms.
Autom., 2016
Comparing data assimilation filters for parameter estimation in a neuron model.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Quasi-synchronization of linearly coupled dynamical networks with directed structure via decentralized event-triggered diffusions.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016
Event-triggered stabilization of coupled dynamical systems with fast Markovian switching.
Proceedings of the 14th International Conference on Control, 2016
2015
Synchronization in Networks of Linearly Coupled Dynamical Systems via Event-Triggered Diffusions.
IEEE Trans. Neural Networks Learn. Syst., 2015
Consensus in Continuous-Time Multiagent Systems Under Discontinuous Nonlinear Protocols.
IEEE Trans. Neural Networks Learn. Syst., 2015
Achieving Cluster Consensus in Continuous-Time Networks of Multi-Agents With Inter-Cluster Non-Identical Inputs.
IEEE Trans. Autom. Control., 2015
Consensus analysis of networks with time-varying topology and event-triggered diffusions.
Neural Networks, 2015
Pinning networks of coupled dynamical systems with Markovian switching couplings and event-triggered diffusions.
J. Frankl. Inst., 2015
A Stochastic Model of Active Cyber Defense Dynamics.
Internet Math., 2015
Structure-Based Self-Triggered Consensus in Networks of Multiagents with Switching Topologies.
CoRR, 2015
Active cyber defense dynamics exhibiting rich phenomena.
Proceedings of the 2015 Symposium and Bootcamp on the Science of Security, 2015
Switched adaptive strategies for contraction and incremental stability of Carathéodory systems using multiple norms.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
Adaptive Epidemic Dynamics in Networks: Thresholds and Control.
ACM Trans. Auton. Adapt. Syst., 2014
Pinning dynamic systems of networks with Markovian switching couplings and controller-node set.
Syst. Control. Lett., 2014
New criterion of asymptotic stability for delay systems with time-varying structures and delays.
Neural Networks, 2014
Pull-Based Distributed Event-triggered Consensus for Multi-agent Systems with Directed Topologies.
CoRR, 2014
Stability of Hopfield neural networks with event-triggered feedbacks.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Pinning dynamic complex networks by time-varying controller-vertex set.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Characterizing the power of moving target defense via cyber epidemic dynamics.
Proceedings of the 2014 Symposium and Bootcamp on the Science of Security, 2014
2013
Pinning Consensus in Networks of Multiagents via a Single Impulsive Controller.
IEEE Trans. Neural Networks Learn. Syst., 2013
Editorial A Successful Change From TNN to TNNLS and a Very Successful Year.
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IEEE Trans. Neural Networks Learn. Syst., 2013
Cluster Consensus in Discrete-Time Networks of Multiagents With Inter-Cluster Nonidentical Inputs.
IEEE Trans. Neural Networks Learn. Syst., 2013
A new approach to the stability analysis of continuous-time distributed consensus algorithms.
Neural Networks, 2013
Spatio-temporal Granger causality: A new framework.
NeuroImage, 2013
Neuronal Synfire Chain via Moment Neuronal Network Approach.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Optimizing Active Cyber Defense.
Proceedings of the Decision and Game Theory for Security - 4th International Conference, 2013
2012
A Stochastic Model of Multivirus Dynamics.
IEEE Trans. Dependable Secur. Comput., 2012
Synchronization in Complex Networks With Stochastically Switching Coupling Structures.
IEEE Trans. Autom. Control., 2012
Push- and pull-based epidemic spreading in networks: Thresholds and deeper insights.
ACM Trans. Auton. Adapt. Syst., 2012
Stability analysis of some delay differential inequalities with small time delays and its applications.
Neural Networks, 2012
New conditions on synchronization of networks of linearly coupled dynamical systems with non-Lipschitz right-hand sides.
Neural Networks, 2012
A note on adaptive Lp regularization.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Achieving cluster consensus in continuous-time networks of multi-agents with adapted inputs.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
On Attracting Basins of Multiple Equilibria of a Class of Cellular Neural Networks.
IEEE Trans. Neural Networks, 2011
Generalized Halanay Inequalities and Their Applications to Neural Networks With Unbounded Time-Varying Delays.
IEEE Trans. Neural Networks, 2011
Consensus in Networks of Multiagents with Switching Topologies Modeled as Adapted Stochastic Processes.
SIAM J. Control. Optim., 2011
Global almost sure self-synchronization of Hopfield neural networks with randomly switching connections.
Neural Networks, 2011
Dissipativity and quasi-synchronization for neural networks with discontinuous activations and parameter mismatches.
Neural Networks, 2011
Consensus and synchronization in discrete-time networks of multi-agents with stochastically switching topologies and time delays.
Networks Heterog. Media, 2011
On Metastability of Cellular Neural Networks with Random Perturbations.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Stability of Cohen-Grossberg Neural Networks with Unbounded Time-Varying Delays.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
2010
Consensus of Multi-Agent Systems With Unbounded Time-Varying Delays.
IEEE Trans. Autom. Control., 2010
Coexistence and local stability of multiple equilibria in neural networks with piecewise linear nondecreasing activation functions.
Neural Networks, 2010
On a Gaussian neuronal field model.
NeuroImage, 2010
Synchronization control of switched linearly coupled neural networks with delay.
Neurocomputing, 2010
Nonnegative periodic dynamics of delayed Cohen-Grossberg neural networks with discontinuous activations.
Neurocomputing, 2010
Global stabilization of complex networks with digraph topologies via a local pinning algorithm.
Autom., 2010
On Gaussian random neuronal field model: Moment neuronal network approach.
Proceedings of the International Joint Conference on Neural Networks, 2010
Find synaptic topology from spike trains.
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
Multistability and New Attraction Basins of Almost-Periodic Solutions of Delayed Neural Networks.
IEEE Trans. Neural Networks, 2009
Synchronisation in complex networks of coupled systems with directed topologies.
Int. J. Syst. Sci., 2009
Multistability of Neural Networks with a Class of Activation Functions.
Proceedings of the Advances in Neural Networks, 2009
Nonnegative Periodic Dynamics of Cohen-Grossberg Neural Networks with Discontinuous Activations and Discrete Time Delays.
Proceedings of the Advances in Neural Networks, 2009
Pinning a Complex Network through the Betweenness Centrality Strategy.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Delayed neural networks with multistable almost periodic solutions.
Proceedings of the International Joint Conference on Neural Networks, 2009
Reaching <i>L</i>p consensus in a network of multiagents with stochastically switching topologies.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
Convergence Analysis of a Class of Nonsmooth Gradient Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008
Almost Periodic Dynamics of a Class of Delayed Neural Networks with Discontinuous Activations.
Neural Comput., 2008
2007
Global Synchronization of Discrete-Time Dynamical Network With a Directed Graph.
IEEE Trans. Circuits Syst. II Express Briefs, 2007
Pinning Complex Networks by a Single Controller.
IEEE Trans. Circuits Syst. I Regul. Pap., 2007
Synchronization of Discrete-Time Dynamical Networks with Time-Varying Couplings.
SIAM J. Math. Anal., 2007
R<sup>n</sup><sub>+</sub>-global stability of a Cohen-Grossberg neural network system with nonnegative equilibria.
Neural Networks, 2007
Positive Solutions of General Delayed Competitive or Cooperative Lotka-Volterra Systems.
Proceedings of the Advances in Neural Networks, 2007
2006
Dynamical Behaviors of Delayed Neural Network Systems with Discontinuous Activation Functions.
Neural Comput., 2006
Global Asymptotical Stability of Cohen-Grossberg Neural Networks with Time-Varying and Distributed Delays.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Dynamical Behaviors of a Large Class of Delayed Differential Systems with Discontinuous Right-Hand Side.
Proceedings of the Neural Information Processing, 13th International Conference, 2006
2005
Dynamical behaviors of Cohen-Grossberg neural networks with discontinuous activation functions.
Neural Networks, 2005
Dynamical Behaviors of a Large Class of General Delayed Neural Networks.
Neural Comput., 2005
Robust Stability of Interval Delayed Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
2004
Synchronization of coupled connected neural networks with delays.
IEEE Trans. Circuits Syst. I Regul. Pap., 2004
Delay-Dependent Criteria for Global Stability of Delayed Neural Network System.
Proceedings of the Advances in Neural Networks, 2004
2003
New Conditions on Global Stability of Cohen-Grossberg Neural Networks.
Neural Comput., 2003
Global Convergence of Delayed Neural Network Systems.
Int. J. Neural Syst., 2003
Stability analysis of blind signals separation algorithms.
Proceedings of the International Joint Conference on Neural Networks, 2003
2002
Global Convergence Rate of Recurrently Connected Neural Networks.
Neural Comput., 2002