Shenghong Li

IEEE Trans. Knowl. Data Eng., November, 2023

Graph Neural Point Process for Temporal Interaction Prediction.

[BibT_eX]

[DOI]

Wenwen Xia

Yuchen Li

IEEE Trans. Knowl. Data Eng., May, 2023

Multitentacle Federated Learning Over Software-Defined Industrial Internet of Things Against Adaptive Poisoning Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

Robust deep semi-supervised learning with label propagation and differential privacy.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

TagClass: A Tool for Extracting Class-Determined Tags from Massive Malware Labels via Incremental Parsing.

[BibT_eX]

[DOI]

Yongkang Jiang

Gaolei Li

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, 2023

DHBE: Data-free Holistic Backdoor Erasing in Deep Neural Networks via Restricted Adversarial Distillation.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

A parameter-free learning automaton scheme.

[BibT_eX]

[DOI]

Xudie Ren

Frontiers Neurorobotics, September, 2022

A multi-Markovian switching-based strategy for solving the stochastic point location problem.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

A novel reduced parameter s-model of estimator learning automata in the switching non-stationary environment.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Efficient Navigation for Constrained Shortest Path with Adaptive Expansion Control.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

An Efficient Parameter-Free Learning Automaton Scheme.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Neural Backdoor in Semi-Supervised Learning: Threats and Countermeasures.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

Accurate Interpretation of the Online Learning Model for 6G-Enabled Internet of Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Automatically Lock Your Neural Networks When You're Away.

[BibT_eX]

[DOI]

CoRR, 2021

Bayesian inference based learning automaton scheme in Q-model environments.

[BibT_eX]

[DOI]

Appl. Intell., 2021

M-GBDT2NN: A more generalized framework of GBDT2NN for online update.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2021

DeepIS: Susceptibility Estimation on Social Networks.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Forecasting Interaction Order on Temporal Graphs.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Sensor Deployment for Wireless Sensor Networks: A Conjugate Learning Automata-Based Energy-Efficient Approach.

[BibT_eX]

[DOI]

Fangqi Li

IEEE Wirel. Commun., 2020

Learning Automata Based Competition Scheme to Train Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2020

Mixed geometric loss for bounding box regression in object detection.

[BibT_eX]

[DOI]

Xudie Ren

Fucai Luo

J. Electronic Imaging, 2020

Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT.

[BibT_eX]

[DOI]

Athanasios V. Vasilakos

CoRR, 2020

Influence Maximization on Dynamic Social Networks with Conjugate Learning Automata.

[BibT_eX]

[DOI]

Fangqi Li

CoRR, 2020

Joint learning of interpretation and distillation.

[BibT_eX]

[DOI]

CoRR, 2020

Gaussian Process Bandits for Online Influence Maximization.

[BibT_eX]

[DOI]

Wenwen Xia

Fangqi Li

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

EM Meets Malicious Data: A Novel Method for Massive Malware Family Inference.

[BibT_eX]

[DOI]

Yongkang Jiang

Tong Li

Proceedings of the ICBDT 2020: 3rd International Conference on Big Data Technologies, 2020

2019

Spectrum Detection and Link Quality Assessment for Heterogeneous Shared Access Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

A Non-Monte-Carlo Parameter-Free Learning Automata Scheme Based on Two Categories of Statistics.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Learning Automata-Based Access Class Barring Scheme for Massive Random Access in Machine-to-Machine Communications.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Reinforcement Learning Based Stochastic Shortest Path Finding in Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

Learning Automata Based Incremental Learning Method for Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Novel Framework for Learning Automata: A Statistical Hypothesis Testing Approach.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Novel Image-Based Malware Classification Model Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

An Information Diffusion Path Construction Algorithm Based on User Characteristics and Text Characteristics.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019

Maximizing Influence on Social Networks with Conjugate Learning Automata.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Collaborative Attention Network for Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2019

A Deep Deformable Convolutional Method for Age-Invariant Face Recognition.

[BibT_eX]

[DOI]

Hui Zhan

Haonan Guo

Proceedings of the Communications, Signal Processing, and Systems, 2019

Similar Cluster Based Continuous Bag-of-Words for Word Vector Training.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2019

Weight-Assignment Last-Position Elimination-Based Learning Automata.

[BibT_eX]

[DOI]

Haiwei An

Proceedings of the Communications, Signal Processing, and Systems, 2019

2018

A New Learning Automata-Based Pruning Method to Train Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

Efficient Classification of Distribution-Based Data for Internet of Things.

[BibT_eX]

[DOI]

IEEE Access, 2018

Large-Scale Price Interval Prediction at OTA Sites.

[BibT_eX]

[DOI]

IEEE Access, 2018

Learning Automata Based Feature Selection for Network Traffic Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Data Science in Cyberspace, 2018

Anomaly Detection for Power Grid Flow Patterns Based on the Multi-restricted Boltzmann Machines.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Data Science in Cyberspace, 2018

A Multi-view Deep Learning Approach for Detecting Threats on 3D Human Body.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2018

Research on Machine Translation Model Based on Neural Network.

[BibT_eX]

[DOI]

Zhuoran Han

Proceedings of the Communications, Signal Processing, and Systems, 2018

An Incremental Scheme with Weight Pruning to Train Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2018

A Learning Automata-Based Compression Scheme for Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2018

A Double Competitive Strategy-Based Learning Automata Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2018

2017

Learning automata-based algorithms for solving the stochastic shortest path routing problems in 5G wireless communication.

[BibT_eX]

[DOI]

Phys. Commun., 2017

A lightweight authentication scheme based on self-updating strategy for space information network.

[BibT_eX]

[DOI]

Int. J. Satell. Commun. Netw., 2017

A loss function based parameterless learning automaton scheme.

[BibT_eX]

[DOI]

Neurocomputing, 2017

A novel parallel framework for pursuit learning schemes.

[BibT_eX]

[DOI]

Neurocomputing, 2017

A set of novel continuous action-set reinforcement learning automata models to optimize continuous functions.

[BibT_eX]

[DOI]

Appl. Intell., 2017

Spectrum Sensing for Cognitive Radios With Unknown Noise Variance and Time-variant Fading Channels.

[BibT_eX]

[DOI]

IEEE Access, 2017

A Novel Image Classification Method with CNN-XGBoost Model.

[BibT_eX]

[DOI]

Proceedings of the Digital Forensics and Watermarking - 16th International Workshop, 2017

An Adaptive Honeypot Deployment Algorithm Based on Learning Automata.

[BibT_eX]

[DOI]

Proceedings of the Second IEEE International Conference on Data Science in Cyberspace, 2017

Learning Automata Based Approach for Influence Maximization Problem on Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Second IEEE International Conference on Data Science in Cyberspace, 2017

Opportunistic Routing Algorithm Based on Estimator Learning Automata.

[BibT_eX]

[DOI]

Zhuoran Han

Proceedings of the Communications, Signal Processing, and Systems, 2017

Learning Automata Based SVM for Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2017

2016

Dynamic Broadband Spectrum Refarming for OFDMA Cellular Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Random Walk-Based Solution to Triple Level Stochastic Point Location Problem.

[BibT_eX]

[DOI]

Wen Jiang

De-Shuang Huang

IEEE Trans. Cybern., 2016

Structured sparsity-driven autofocus algorithm for high-resolution radar imagery.

[BibT_eX]

[DOI]

Signal Process., 2016

Estimator Goore Game based quality of service control with incomplete information for wireless sensor networks.

[BibT_eX]

[DOI]

Signal Process., 2016

Identification of influential nodes in social networks with community structure based on label propagation.

[BibT_eX]

[DOI]

Feng Jin

Neurocomputing, 2016

A new prospective for Learning Automata: A machine learning approach.

[BibT_eX]

[DOI]

Chun Lung Philip Chen

Neurocomputing, 2016

A cooperative framework of learning automata and its application in tutorial-like system.

[BibT_eX]

[DOI]

Yifan Wang

Chun Lung Philip Chen

Neurocomputing, 2016

Two Approaches on Accelerating Bayesian Two Action Learning Automata.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

Convolutional Neural Network Based on Principal Component Analysis Initialization for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

Pursuit Estimator Learning Automata Based Approach for Online Event Pattern Tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

A New Scheme Based on HSSL for Solving the Stochastic Point Location Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

A General Strategy for Solving the Stochastic Point Location Problem by Utilizing the Correlation of Three Adjacent Nodes.

[BibT_eX]

[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

2015

A Bayesian Approach for Adaptively Modulated Signals Recognition in Next-Generation Communications.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Passive Image-Splicing Detection by a 2-D Noncausal Markov Model.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2015

Deep Sensing for Next-Generation Dynamic Spectrum Sharing: More Than Detecting the Occupancy State of Primary Spectrum.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Harmonic tonal detectors based on the BOGA.

[BibT_eX]

[DOI]

Signal Process., 2015

Image-splicing forgery detection based on local binary patterns of DCT coefficients.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2015

Strategies of network coding against nodes conspiracy attack.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2015

Spectrum Sensing for Self-Organizing Network in the Presence of Time-Variant Multipath Flat Fading Channels and Unknown Noise Variance.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2015

Deep Sensing for Future Spectrum and Location Awareness 5G Communications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Adaptive Interference Suppression Based on Lv Distribution for DSSS Communications.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2015

A cellular learning automata based algorithm for detecting community structure in complex networks.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Detecting community structure via synchronous label propagation.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Link Quality Prediction via a Neighborhood-Based Nonnegative Matrix Factorization Model for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Jia Hou

Int. J. Distributed Sens. Networks, 2015

A novel estimator based learning automata algorithm.

[BibT_eX]

[DOI]

Appl. Intell., 2015

A New Learning Automata Algorithm for Selection of Optimal Subset.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Methodologies, 2015

2014

Co-Channel Interference Modeling in Cognitive Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2014

Revealing the Traces of Median Filtering Using High-Order Local Ternary Patterns.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2014

A new Learning Automata based approach for online tracking of event patterns.

[BibT_eX]

[DOI]

Neurocomputing, 2014

A general method for P-model FSSA learning in triple level environment.

[BibT_eX]

[DOI]

Wen Jiang

Neurocomputing, 2014

Interference of Cognitive Wireless Networks on Rayleigh and Rice Fading Channels.

[BibT_eX]

[DOI]

Jian Li

Int. J. Distributed Sens. Networks, 2014

Enhanced state selection Markov model for image splicing detection.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2014

Efficient weakly secure network coding scheme against node conspiracy attack based on network segmentation.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2014

Detection of shifted double JPEG compression by an adaptive DCT coefficient model.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2014

Time domain averaging and correlation-based improved spectrum sensing method for cognitive radio.

[BibT_eX]

[DOI]

Guoan Bi

EURASIP J. Adv. Signal Process., 2014

Agglomerative Clustering Based on Label Propagation for Detecting Overlapping and Hierarchical Communities in Complex Networks.

[BibT_eX]

[DOI]

Shilin Wang

Adv. Complex Syst., 2014

A Distributed Local Margin Learning based scheme for high-dimensional feature processing in image tampering detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Abnormal crowd behavior detection using interest points.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

2013

Sampling rate conversion based on DFT and DCT.

[BibT_eX]

[DOI]

Guoan Bi

Sanjit K. Mitra

Signal Process., 2013

A Distributed Scheme for Image Splicing Detection.

[BibT_eX]

[DOI]

Proceedings of the Digital-Forensics and Watermarking - 12th International Workshop, 2013

Image splicing detection based on noncausal Markov model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

An error concealment adaptive framework for intra-frames.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Adaptive Step Searching for Solving Stochastic Point Location Problem.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories - 9th International Conference, 2013

A complex network-based approach to estimating the number of people in video surveillance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

2012

Optimal chroma-like channel design for passive color image splicing detection.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2012

On uncertainty principle of the local polynomial Fourier transform.

[BibT_eX]

[DOI]

Xiumei Li

Guoan Bi

EURASIP J. Adv. Signal Process., 2012

Countering Universal Image Tampering Detection with Histogram Restoration.

[BibT_eX]

[DOI]

Proceedings of the Digital Forensics and Watermaking - 11th International Workshop, 2012

Hierarchical activeness state evaluation model for BBS network community.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Communications and Networking in China, 2012

A complex network-based approach for interest point detection in images.

[BibT_eX]

[DOI]

Proceedings of the IEEE international Symposium on Broadband Multimedia Systems and Broadcasting, 2012

Community Detection Using Label Propagation in Entropic Order.

[BibT_eX]

[DOI]

Xiuzhen Chen

Proceedings of the 12th IEEE International Conference on Computer and Information Technology, 2012

Perceptual Compressive Sensing Scheme Based on Human Vision System.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011

Quantitative Similarity Evaluation of Internet Social Network Entities Based on Supernetwork.

[BibT_eX]

[DOI]

J. Comput. Networks Commun., 2011

Gossip-based scalable directed diffusion for wireless sensor networks.

[BibT_eX]

[DOI]

Int. J. Commun. Syst., 2011

A Comprehensive Study on Third Order Statistical Features for Image Splicing Detection.

[BibT_eX]

[DOI]

Proceedings of the Digital Forensics and Watermarking - 10th International Workshop, 2011

New Feature Presentation of Transition Probability Matrix for Image Tampering Detection.

[BibT_eX]

[DOI]

Proceedings of the Digital Forensics and Watermarking - 10th International Workshop, 2011

An efficient angle-based shape matching approach towards object recognition.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

A new genetics-based diffusion model for social networks.

[BibT_eX]

[DOI]

Liangxiu Li

Xiuzhen Chen

Proceedings of the International Conference on Computational Aspects of Social Networks, 2011

2010

Interleaving Embedding Scheme for ECC-Based Multimedia Fingerprinting.

[BibT_eX]

[DOI]

Proceedings of the Digital Watermarking - 9th International Workshop, 2010

Detecting Digital Image Splicing in Chroma Spaces.

[BibT_eX]

[DOI]

Proceedings of the Digital Watermarking - 9th International Workshop, 2010

2008

A Semi-fragile Watermark Scheme Based on the Logistic Chaos Sequence and Singular Value Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

2007

Feature Analysis and Classification for Filtering Junk Information in Animation.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Natural Computation, 2007

2006

An Audio Copyright Protection Schemes Based on SMM in Cepstrum Domain.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2006

2005

Using Double-Layer One-Class Classification for Anti-jamming Information Filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Exploring Content-Based and Image-Based Features for Nude Image Detection.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004

Evaluation Incompleteness of Knowledge in Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Content Computing, Advanced Workshop on Content Computing, 2004

2001

Harmonic retrieval in mixed non-Gaussian and gaussian ARMA noises using higher-order statistics.

[BibT_eX]

[DOI]

Sheng-Hong Li

Hong-Wen Zhu

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

1999

A general CAC approach using novel ant algorithm training based neural network.

[BibT_eX]

[DOI]