Shenghong Li

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 67

Top Venues

Publications

Ge Ren, Jun Wu, Gaolei Li, Shenghong Li, Mohsen Guizani
Protecting Intellectual Property With Reliable Availability of Learning Models in AI-Based Cybersecurity Services. IEEE Trans. Dependable Secur. Comput. 21 (2) (2024)
Hua Ding, Lixing Chen, Shenghong Li, Yang Bai, Pan Zhou, Zhe Qu
Divide, Conquer, and Coalesce: Meta Parallel Graph Neural Network for IoT Intrusion Detection at Scale. WWW (2024)
Yongkang Jiang, Gaolei Li, Shenghong Li, Ying Guo
BenchMFC: A benchmark dataset for trustworthy malware family classification under concept drift. Comput. Secur. 139 (2024)
Gaolei Li, Jun Wu, Shenghong Li, Wu Yang, Changlian Li
Multitentacle Federated Learning Over Software-Defined Industrial Internet of Things Against Adaptive Poisoning Attacks. IEEE Trans. Ind. Informatics 19 (2) (2023)
Wenwen Xia, Yuchen Li, Shenghong Li
On the Substructure Countability of Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Zhicong Yan, Shenghong Li, Ruijie Zhao, Yuan Tian, Yuanyuan Zhao
DHBE: Data-free Holistic Backdoor Erasing in Deep Neural Networks via Restricted Adversarial Distillation. CoRR (2023)
Zhicong Yan, Shenghong Li, Zhongli Duan, Yuanyuan Zhao
Robust deep semi-supervised learning with label propagation and differential privacy. Frontiers Comput. Sci. 5 (2023)
Wenwen Xia, Yuchen Li, Shenghong Li
Graph Neural Point Process for Temporal Interaction Prediction. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Zhicong Yan, Shenghong Li, Ruijie Zhao, Yuan Tian, Yuanyuan Zhao
DHBE: Data-free Holistic Backdoor Erasing in Deep Neural Networks via Restricted Adversarial Distillation. AsiaCCS (2023)
Yongkang Jiang, Gaolei Li, Shenghong Li
TagClass: A Tool for Extracting Class-Determined Tags from Massive Malware Labels via Incremental Parsing. DSN (2023)
Ying Guo, Chong Di, Shenghong Li
A novel reduced parameter s-model of estimator learning automata in the switching non-stationary environment. Neural Comput. Appl. 34 (9) (2022)
Wenwen Xia, Yuchen Li, Wentian Guo, Shenghong Li
Efficient Navigation for Constrained Shortest Path with Adaptive Expansion Control. ICDM (2022)
Wenwen Xia, Yuchen Li, Jianwei Tian, Shenghong Li
Forecasting Interaction Order on Temporal Graphs. KDD (2021)
Jinchao Huang, Guofu Li, Jianwei Tian, Shenghong Li
Accurate Interpretation of the Online Learning Model for 6G-Enabled Internet of Things. IEEE Internet Things J. 8 (20) (2021)
Wenwen Xia, Yuchen Li, Jun Wu, Shenghong Li
DeepIS: Susceptibility Estimation on Social Networks. WSDM (2021)
Zhicong Yan, Jun Wu, Gaolei Li, Shenghong Li, Mohsen Guizani
Deep Neural Backdoor in Semi-Supervised Learning: Threats and Countermeasures. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Chong Di, Qilian Liang, Fangqi Li, Shenghong Li, Fucai Luo
An Efficient Parameter-Free Learning Automaton Scheme. IEEE Trans. Neural Networks Learn. Syst. 32 (11) (2021)
Chong Di, Fangqi Li, Shenghong Li, Jianwei Tian
Bayesian inference based learning automaton scheme in Q-model environments. Appl. Intell. 51 (10) (2021)
Jinchao Huang, Tong Li, Yidong Yuan, Shenghong Li
M-GBDT2NN: A more generalized framework of GBDT2NN for online update. Ad Hoc Networks 112 (2021)
Fangqi Li, Chong Di, Shenghong Li
Influence Maximization on Dynamic Social Networks with Conjugate Learning Automata. CoRR (2020)
Haonan Guo, Shenghong Li, Kaiyue Qi, Ying Guo, Zhengwu Xu
Learning Automata Based Competition Scheme to Train Deep Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 4 (2) (2020)
Chong Di, Fangqi Li, Shenghong Li
Sensor Deployment for Wireless Sensor Networks: A Conjugate Learning Automata-Based Energy-Efficient Approach. IEEE Wirel. Commun. 27 (5) (2020)
Jinchao Huang, Guofu Li, Zhicong Yan, Fucai Luo, Shenghong Li
Joint learning of interpretation and distillation. CoRR (2020)
Yongkang Jiang, Shenghong Li, Tong Li
EM Meets Malicious Data: A Novel Method for Massive Malware Family Inference. ICBDT (2020)
Wenwen Xia, Fangqi Li, Shenghong Li
Gaussian Process Bandits for Online Influence Maximization. ICDM (Workshops) (2020)
Chong Di, Fangqi Li, Kaiyue Qi, Shenghong Li
Maximizing Influence on Social Networks with Conjugate Learning Automata. GLOBECOM (2019)
Shiyi Zhang, Yinghua Ma, Shenghong Li, Weikai Sun
Collaborative Attention Network for Natural Language Inference. CSPS (2019)
Xiao Yang, Xiuzhen Chen, Jin Ma, Shenghong Li
An Information Diffusion Path Construction Algorithm Based on User Characteristics and Text Characteristics. ICMLC (2019)
Ying Guo, Shenghong Li
A Non-Monte-Carlo Parameter-Free Learning Automata Scheme Based on Two Categories of Statistics. IEEE Trans. Cybern. 49 (12) (2019)
Haonan Guo, Shilin Wang, Jianxun Fan, Shenghong Li
Learning Automata Based Incremental Learning Method for Deep Neural Networks. IEEE Access 7 (2019)
Weikai Sun, Yinghua Ma, Shenghong Li, Shiyi Zhang
Similar Cluster Based Continuous Bag-of-Words for Word Vector Training. CSPS (2019)
Wenwen Xia, Chong Di, Haonan Guo, Shenghong Li
Reinforcement Learning Based Stochastic Shortest Path Finding in Wireless Sensor Networks. IEEE Access 7 (2019)
Hui Zhan, Shenghong Li, Haonan Guo
A Deep Deformable Convolutional Method for Age-Invariant Face Recognition. CSPS (2019)
Bin Li, Weisi Guo, Haijun Zhang, Chenglin Zhao, Shenghong Li, Arumugam Nallanathan
Spectrum Detection and Link Quality Assessment for Heterogeneous Shared Access Networks. IEEE Trans. Veh. Technol. 68 (2) (2019)
Chong Di, Bo Zhang, Qilian Liang, Shenghong Li, Ying Guo
Learning Automata-Based Access Class Barring Scheme for Massive Random Access in Machine-to-Machine Communications. IEEE Internet Things J. 6 (4) (2019)
Chong Di, Shenghong Li, Fangqi Li, Kaiyue Qi
A Novel Framework for Learning Automata: A Statistical Hypothesis Testing Approach. IEEE Access 7 (2019)
Haiwei An, Chong Di, Shenghong Li
Weight-Assignment Last-Position Elimination-Based Learning Automata. CSPS (2019)
Zhuoran Han, Shenghong Li
Research on Machine Translation Model Based on Neural Network. CSPS (3) (2018)
Jinchao Huang, Lin Zhu, Bo Fan, Yihong Chen, Wen Jiang, Shenghong Li
Large-Scale Price Interval Prediction at OTA Sites. IEEE Access 6 (2018)
Haonan Guo, Shenghong Li, Bin Li, Yinghua Ma, Xudie Ren
A New Learning Automata-Based Pruning Method to Train Deep Neural Networks. IEEE Internet Things J. 5 (5) (2018)
Yichen Li, Yinghua Ma, Mingda Guo, Shenghong Li
Anomaly Detection for Power Grid Flow Patterns Based on the Multi-restricted Boltzmann Machines. DSC (2018)
Yu Su, Kaiyue Qi, Chong Di, Yinghua Ma, Shenghong Li
Learning Automata Based Feature Selection for Network Traffic Intrusion Detection. DSC (2018)
Zhicong Yan, Shuai Feng, Fangqi Li, Zhengwu Xu, Shenghong Li
A Multi-view Deep Learning Approach for Detecting Threats on 3D Human Body. CSPS (3) (2018)
Jinchao Huang, Lin Zhu, Qilian Liang, Bo Fan, Shenghong Li
Efficient Classification of Distribution-Based Data for Internet of Things. IEEE Access 6 (2018)
Chong Di, Mingda Guo, Jinchao Huang, Shenghong Li
A Double Competitive Strategy-Based Learning Automata Algorithm. CSPS (3) (2018)
Zhuoran Han, Shenghong Li
Opportunistic Routing Algorithm Based on Estimator Learning Automata. CSPS (2017)
Xudie Ren, Haonan Guo, Shenghong Li, Shilin Wang, Jianhua Li
A Novel Image Classification Method with CNN-XGBoost Model. IWDW (2017)
Shenghong Li, Mengwei Sun, Ying-Chang Liang, Bin Li, Chenglin Zhao
Spectrum Sensing for Cognitive Radios With Unknown Noise Variance and Time-variant Fading Channels. IEEE Access 5 (2017)
Hao Ge, Jinchao Huang, Chong Di, Jianhua Li, Shenghong Li
Learning Automata Based Approach for Influence Maximization Problem on Social Networks. DSC (2017)
Ying Guo, Shenghong Li, Wen Jiang, Bo Zhang, Yinghua Ma
Learning automata-based algorithms for solving the stochastic shortest path routing problems in 5G wireless communication. Phys. Commun. 25 (2017)
Yan Zhang, Chong Di, Zhuoran Han, Yichen Li, Shenghong Li
An Adaptive Honeypot Deployment Algorithm Based on Learning Automata. DSC (2017)
Chong Di, Yu Su, Zhuoran Han, Shenghong Li
Learning Automata Based SVM for Intrusion Detection. CSPS (2017)
Yuchen Liu, Aixin Zhang, Shenghong Li, Junhua Tang, Jianhua Li
A lightweight authentication scheme based on self-updating strategy for space information network. Int. J. Satell. Commun. Netw. 35 (3) (2017)
Hao Ge, Jianhua Li, Shenghong Li, Wen Jiang, Yifan Wang
A novel parallel framework for pursuit learning schemes. Neurocomputing 228 (2017)
Ying Guo, Hao Ge, Shenghong Li
A loss function based parameterless learning automaton scheme. Neurocomputing 260 (2017)
Ying Guo, Hao Ge, Shenghong Li
A set of novel continuous action-set reinforcement learning automata models to optimize continuous functions. Appl. Intell. 46 (4) (2017)
Wen Jiang, Hao Ge, Tianrong Wu, Fanming Wang, Shenghong Li
Pursuit Estimator Learning Automata Based Approach for Online Event Pattern Tracking. DSC (2016)
Wen Jiang, De-Shuang Huang, Shenghong Li
Random Walk-Based Solution to Triple Level Stochastic Point Location Problem. IEEE Trans. Cybern. 46 (6) (2016)
Yuxin Zhao, Shenghong Li, Feng Jin
Identification of influential nodes in social networks with community structure based on label propagation. Neurocomputing 210 (2016)
Lifan Zhao, Lu Wang, Guoan Bi, Shenghong Li, Lei Yang, Haijian Zhang
Structured sparsity-driven autofocus algorithm for high-resolution radar imagery. Signal Process. 125 (2016)
Hao Ge, Yifan Wang, Shenghong Li, Chun Lung Philip Chen, Ying Guo
A cooperative framework of learning automata and its application in tutorial-like system. Neurocomputing 188 (2016)
Shiying Han, Ying-Chang Liang, Boon-Hee Soong, Shenghong Li
Dynamic Broadband Spectrum Refarming for OFDMA Cellular Systems. IEEE Trans. Wirel. Commun. 15 (9) (2016)
Ying Guo, Hao Ge, Jinchao Huang, Shenghong Li
A General Strategy for Solving the Stochastic Point Location Problem by Utilizing the Correlation of Three Adjacent Nodes. DSC (2016)
Hao Ge, Haiyu Huang, Yulin Li, Shenghong Li, Jianhua Li
Two Approaches on Accelerating Bayesian Two Action Learning Automata. ICIC (3) (2016)
Wen Jiang, Bin Li, Shenghong Li, Yuanyan Tang, Chun Lung Philip Chen
A new prospective for Learning Automata: A machine learning approach. Neurocomputing 188 (2016)
Jinchao Huang, Yan Yan, Ying Guo, Shenghong Li
A New Scheme Based on HSSL for Solving the Stochastic Point Location Problem. DSC (2016)
Shenghong Li, Hao Ge, Ying-Chang Liang, Feng Zhao, Jianhua Li
Estimator Goore Game based quality of service control with incomplete information for wireless sensor networks. Signal Process. 126 (2016)
Xinyi Guo, Wen Jiang, Hao Ge, Shenghong Li
A New Learning Automata Algorithm for Selection of Optimal Subset. ICIC (1) (2015)
Yujin Zhang, Chenglin Zhao, Yiming Pi, Shenghong Li, Shilin Wang
Image-splicing forgery detection based on local binary patterns of DCT coefficients. Secur. Commun. Networks 8 (14) (2015)
Xudong Zhao, Shilin Wang, Shenghong Li, Jianhua Li
Passive Image-Splicing Detection by a 2-D Noncausal Markov Model. IEEE Trans. Circuits Syst. Video Technol. 25 (2) (2015)
Rong Du, Chenglin Zhao, Feng Zhao, Shenghong Li
Strategies of network coding against nodes conspiracy attack. Secur. Commun. Networks 8 (14) (2015)
Yuxin Zhao, Wen Jiang, Shenghong Li, Yinghua Ma, Guiyang Su, Xiang Lin
A cellular learning automata based algorithm for detecting community structure in complex networks. Neurocomputing 151 (2015)
Mengwei Sun, Shenghong Li, Bin Li, Chenglin Zhao
Spectrum Sensing for Self-Organizing Network in the Presence of Time-Variant Multipath Flat Fading Channels and Unknown Noise Variance. Mob. Networks Appl. 20 (4) (2015)
Hao Ge, Wen Jiang, Shenghong Li, Jianhua Li, Yifan Wang, Yuchun Jing
A novel estimator based learning automata algorithm. Appl. Intell. 42 (2) (2015)
Bin Li, Shenghong Li, Arumugam Nallanathan, Yijiang Nan, Chenglin Zhao, Zheng Zhou
Deep Sensing for Next-Generation Dynamic Spectrum Sharing: More Than Detecting the Occupancy State of Primary Spectrum. IEEE Trans. Commun. 63 (7) (2015)
Bin Li, Shenghong Li, Arumugam Nallanathan, Chenglin Zhao
Deep Sensing for Future Spectrum and Location Awareness 5G Communications. IEEE J. Sel. Areas Commun. 33 (7) (2015)
Yuxin Zhao, Shenghong Li, Jia Hou
Link Quality Prediction via a Neighborhood-Based Nonnegative Matrix Factorization Model for Wireless Sensor Networks. Int. J. Distributed Sens. Networks 11 (2015)
Bin Li, Shenghong Li, Jia Hou, Junqiang Fu, Chenglin Zhao, Arumugam Nallanathan
A Bayesian Approach for Adaptively Modulated Signals Recognition in Next-Generation Communications. IEEE Trans. Signal Process. 63 (16) (2015)
Shenghong Li, Hao Lou, Wen Jiang, Junhua Tang
Detecting community structure via synchronous label propagation. Neurocomputing 151 (2015)
Wen Jiang, Shenghong Li
A general method for P-model FSSA learning in triple level environment. Neurocomputing 137 (2014)
Xudong Zhao, Jianhua Li, Shilin Wang, Shenghong Li
A Distributed Local Margin Learning based scheme for high-dimensional feature processing in image tampering detection. ICME (2014)
Shi-Lin Wang, Alan Wee-Chung Liew, Shenghong Li, Yu-Jin Zhang, Jianhua Li
Detection of shifted double JPEG compression by an adaptive DCT coefficient model. EURASIP J. Adv. Signal Process. 2014 (2014)
Yuxin Zhao, Shenghong Li, Shilin Wang
Agglomerative Clustering Based on Label Propagation for Detecting Overlapping and Hierarchical Communities in Complex Networks. Adv. Complex Syst. 17 (6) (2014)
Jian Li, Shenghong Li
Interference of Cognitive Wireless Networks on Rayleigh and Rice Fading Channels. Int. J. Distributed Sens. Networks 10 (2014)
Jian Li, Shenghong Li, Feng Zhao, Rong Du
Co-Channel Interference Modeling in Cognitive Wireless Networks. IEEE Trans. Commun. 62 (9) (2014)
Rong Du, Chenglin Zhao, Shenghong Li, Jian Li
Efficient weakly secure network coding scheme against node conspiracy attack based on network segmentation. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Yueguo Zhang, Lili Dong, Shenghong Li, Jianhua Li
Abnormal crowd behavior detection using interest points. BMSB (2014)
Yujin Zhang, Shenghong Li, Shilin Wang, Yun-Qing Shi
Revealing the Traces of Median Filtering Using High-Order Local Ternary Patterns. IEEE Signal Process. Lett. 21 (3) (2014)
Bo Su, Quanqiao Yuan, Shilin Wang, Chenglin Zhao, Shenghong Li
Enhanced state selection Markov model for image splicing detection. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Tongtong Tao, Hao Ge, Guixian Cai, Shenghong Li
Adaptive Step Searching for Solving Stochastic Point Location Problem. ICIC (1) (2013)
Daqing Zhang, Shenghong Li, Kongjin Yang, Yuchun Jing
An error concealment adaptive framework for intra-frames. ICIP (2013)
Xudong Zhao, Shilin Wang, Shenghong Li, Jianhua Li, Xiang Lin
A Distributed Scheme for Image Splicing Detection. IWDW (2013)
Xudong Zhao, Shilin Wang, Shenghong Li, Jianhua Li, Quanqiao Yuan
Image splicing detection based on noncausal Markov model. ICIP (2013)
Yueguo Zhang, Lili Dong, Jianhua Li, Shenghong Li, Zhiyong John Gao
A complex network-based approach to estimating the number of people in video surveillance. BMSB (2013)
Fang Wang, Aixin Zhang, Jianhua Li, Shenghong Li
Perceptual Compressive Sensing Scheme Based on Human Vision System. ACIS-ICIS (2012)
Yueguo Zhang, Lili Dong, Shenghong Li, Jianhua Li
A complex network-based approach for interest point detection in images. BMSB (2012)
Luyi Chen, Shilin Wang, Shenghong Li, Jianhua Li
Countering Universal Image Tampering Detection with Histogram Restoration. IWDW (2012)
Xiuzhen Chen, Jianhua Li, Shenghong Li, Yanan Wang
Hierarchical activeness state evaluation model for BBS network community. CHINACOM (2012)
Xudong Zhao, Shenghong Li, Shilin Wang, Jianhua Li, Kongjin Yang
Optimal chroma-like channel design for passive color image splicing detection. EURASIP J. Adv. Signal Process. 2012 (2012)
Yuxin Zhao, Shenghong Li, Xiuzhen Chen
Community Detection Using Label Propagation in Entropic Order. CIT (2012)

Shenghong Li.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Shenghong Li