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Self-Supervised Imitation for Offline Reinforcement Learning With Hindsight...
Xudong Yu, Chenjia Bai, Changhong Wang, Dengxiu Yu, C. L. Philip Chen, Zhen Wang: Self-Supervised Imitation for Offline Reinforcement Learning With Hindsight Relabeling. IEEE Trans. Syst. Man Cybern....
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Composite Effective Degree Markov Chain for Epidemic Dynamics on Higher-Order...
Jiaxing Chen, Meiling Feng, Dawei Zhao, Chengyi Xia, Zhen Wang: Composite Effective Degree Markov Chain for Epidemic Dynamics on Higher-Order Networks. IEEE Trans. Syst. Man Cybern. Syst. 53(12):...
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Third-Party Intervention of Cooperation in Multilayer Networks.
Hao Guo, Zhao Song, Matjaz Perc, Xuelong Li, Zhen Wang: Third-Party Intervention of Cooperation in Multilayer Networks. IEEE Trans. Syst. Man Cybern. Syst. 53(11): 6646-6657 (2023)
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Dynamic Tracking Coverage With Quantity-Adjustment Behavior.
Shizhuo Ma, Shengjin Li, Dengxiu Yu, Zhen Wang, Yan-Jun Liu, C. L. Philip Chen: Dynamic Tracking Coverage With Quantity-Adjustment Behavior. IEEE Trans. Syst. Man Cybern. Syst. 53(10): 6094-6106 (2023)
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A Malicious Mining Code Detection Method Based on Multi-Features Fusion.
Shudong Li, Laiyuan Jiang, Qianqing Zhang, Zhen Wang, Zhihong Tian, Mohsen Guizani: A Malicious Mining Code Detection Method Based on Multi-Features Fusion. IEEE Trans. Netw. Sci. Eng. 10(5): 2731-2739...
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Cooperation and Competition Coupled Diffusion of Multi-Feature on Multiplex...
Dawei Zhao, Shudong Li, Zhen Wang, Haipeng Peng: Cooperation and Competition Coupled Diffusion of Multi-Feature on Multiplex Networks and Its Control. IEEE Trans. Netw. Sci. Eng. 10(4): 2307-2318 (2023)
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Distributed Network Reconstruction Based on Binary Compressed Sensing via ADMM.
Yishun Liu, Keke Huang, Chunhua Yang, Zhen Wang: Distributed Network Reconstruction Based on Binary Compressed Sensing via ADMM. IEEE Trans. Netw. Sci. Eng. 10(4): 2141-2153 (2023)
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Robust Bilinear Probabilistic PCA Using a Matrix Variate t Distribution.
Jianhua Zhao, Xuan Ma, Lei Shi, Zhen Wang: Robust Bilinear Probabilistic PCA Using a Matrix Variate t Distribution. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10683-10697 (2023)
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Nonsingular Practical Fixed-Time Adaptive Output Feedback Control of MIMO...
Hao Xu, Dengxiu Yu, Shuai Sui, Yin-Ping Zhao, C. L. Philip Chen, Zhen Wang: Nonsingular Practical Fixed-Time Adaptive Output Feedback Control of MIMO Nonlinear Systems. IEEE Trans. Neural Networks...
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Hyperbolic Neural Collaborative Recommender.
Anchen Li, Bo Yang, Huan Huo, Hongxu Chen, Guandong Xu, Zhen Wang: Hyperbolic Neural Collaborative Recommender. IEEE Trans. Knowl. Data Eng. 35(9): 9114-9127 (2023)
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Semi-Supervised Learning via Bipartite Graph Construction With Adaptive...
Zhen Wang, Long Zhang, Rong Wang, Feiping Nie, Xuelong Li: Semi-Supervised Learning via Bipartite Graph Construction With Adaptive Neighbors. IEEE Trans. Knowl. Data Eng. 35(5): 5257-5268 (2023)
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Fast Optimization of Spectral Embedding and Improved Spectral Rotation.
Zhen Wang, Xiangfeng Dai, Peican Zhu, Rong Wang, Xuelong Li, Feiping Nie: Fast Optimization of Spectral Embedding and Improved Spectral Rotation. IEEE Trans. Knowl. Data Eng. 35(2): 1515-1527 (2023)
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Hyperspectral Anomaly Detection via Structured Sparsity Plus Enhanced...
Yin-Ping Zhao, Hongyan Li, Yongyong Chen, Zhen Wang, Xuelong Li: Hyperspectral Anomaly Detection via Structured Sparsity Plus Enhanced Low-Rankness. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
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Adaptive Fuzzy Nonsingular Fixed-Time Control for a Class of MIMO Nonstrict...
Kang Chen, Xuyang Wang, Dengxiu Yu, Kang Hao Cheong, Zhen Wang: Adaptive Fuzzy Nonsingular Fixed-Time Control for a Class of MIMO Nonstrict Feedback System. IEEE Trans. Fuzzy Syst. 31(11): 4039-4050...
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Adaptive Fuzzy Tracking Control for Uncertain Nonlinear Systems With Multiple...
Dengxiu Yu, Ming Yang, Yan-Jun Liu, Zhen Wang, C. L. Philip Chen: Adaptive Fuzzy Tracking Control for Uncertain Nonlinear Systems With Multiple Actuators and Sensors Faults. IEEE Trans. Fuzzy Syst....
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Epidemic Spreading in Metapopulation Networks Coupled With Awareness...
Shupeng Gao, Xiangfeng Dai, Lin Wang, Nicola Perra, Zhen Wang: Epidemic Spreading in Metapopulation Networks Coupled With Awareness Propagation. IEEE Trans. Cybern. 53(12): 7686-7698 (2023)
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A Novel Representation Learning for Dynamic Graphs Based on Graph...
Chao Gao, Junyou Zhu, Fan Zhang, Zhen Wang, Xuelong Li: A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks. IEEE Trans. Cybern. 53(6): 3599-3612 (2023)
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Subspace Clustering via Adaptive Non-Negative Representation Learning and Its...
Yin-Ping Zhao, Xiangfeng Dai, Zhen Wang, Xuelong Li: Subspace Clustering via Adaptive Non-Negative Representation Learning and Its Application to Image Segmentation. IEEE Trans. Circuits Syst. Video...
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A Deceptive Reviews Detection Method Based on Multidimensional Feature...
Shudong Li, Guojin Zhong, Yanlin Jin, Xiaobo Wu, Peican Zhu, Zhen Wang: A Deceptive Reviews Detection Method Based on Multidimensional Feature Construction and Ensemble Feature Selection. IEEE Trans....
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Nonsingular Practical Fixed-Time Consensus Tracking for Multimotor System...
Tao Zhang, Dengxiu Yu, Kang Hao Cheong, Yin-Ping Zhao, Zhen Wang, C. L. Philip Chen: Nonsingular Practical Fixed-Time Consensus Tracking for Multimotor System With Input Saturation. IEEE Syst. J....
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Integrating information by Kullback-Leibler constraint for text classification.
Shu Yin, Peican Zhu, Xinyu Wu, Jiajin Huang, Xianghua Li, Zhen Wang, Chao Gao: Integrating information by Kullback-Leibler constraint for text classification. Neural Comput. Appl. 35(24): 17521-17535...
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Integration of global and local information for text classification.
Xianghua Li, Xinyu Wu, Zheng Luo, Zhanwei Du, Zhen Wang, Chao Gao: Integration of global and local information for text classification. Neural Comput. Appl. 35(3): 2471-2486 (2023)
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Predefined-time consensus tracking of high-order multiagent system with...
Junkang Ni, Sailiu Zhao, Jinde Cao, Zhen Wang: Predefined-time consensus tracking of high-order multiagent system with deception attack. Inf. Sci. 649: 119671 (2023)
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Unsupervised feature selection through combining graph learning and ℓ2,0-norm...
Peican Zhu, Xin Hou, Keke Tang, Yang Liu, Yin-Ping Zhao, Zhen Wang: Unsupervised feature selection through combining graph learning and ℓ2,0-norm constraint. Inf. Sci. 622: 68-82 (2023)
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Edge-centric effective connection network based on muti-modal MRI for the...
Shunqi Zhang, Haiyan Zhao, Weiping Wang, Zhen Wang, Xiong Luo, Alexander E. Hramov, Jürgen Kurths: Edge-centric effective connection network based on muti-modal MRI for the diagnosis of Alzheimer's...
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Noncooperative Model Predictive Game With Markov Jump Graph.
Yang Xu, Yuan Yuan, Zhen Wang, Xuelong Li: Noncooperative Model Predictive Game With Markov Jump Graph. IEEE CAA J. Autom. Sinica 10(4): 931-944 (2023)
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Multilayer Network Community Detection: A Novel Multi-Objective Evolutionary...
Chao Gao, Ze Yin, Zhen Wang, Xianghua Li, Xuelong Li: Multilayer Network Community Detection: A Novel Multi-Objective Evolutionary Algorithm Based on Consensus Prior Information [Feature]. IEEE Comput....
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Game-Based Backstepping Design for Strict-Feedback Nonlinear Multi-Agent...
Jia Long, Dengxiu Yu, Guoxing Wen, Li Li, Zhen Wang, C. L. Philip Chen: Game-Based Backstepping Design for Strict-Feedback Nonlinear Multi-Agent Systems Based on Reinforcement Learning. IEEE Trans....
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Diffusion Containment in Complex Networks Through Collective Influence of...
Yang Liu, Guangbo Liang, Xi Wang, Peican Zhu, Zhen Wang: Diffusion Containment in Complex Networks Through Collective Influence of Connections. IEEE Trans. Inf. Forensics Secur. 19: 1510-1524 (2024)
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Sequential Attention Source Identification Based on Feature Representation.
Dongpeng Hou, Zhen Wang, Chao Gao, Xuelong Li: Sequential Attention Source Identification Based on Feature Representation. CoRR abs/2306.15886 (2023)
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Sequential Attention Source Identification Based on Feature Representation.
Dongpeng Hou, Zhen Wang, Chao Gao, Xuelong Li: Sequential Attention Source Identification Based on Feature Representation. IJCAI 2023: 4794-4802
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Propagation Dynamics of Rumor vs. Non-rumor across Multiple Social Media...
Dongpeng Hou, Shu Yin, Chao Gao, Xianghua Li, Zhen Wang: Propagation Dynamics of Rumor vs. Non-rumor across Multiple Social Media Platforms Driven by User Characteristics. CoRR abs/2401.17840 (2024)
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A Finite-Time Convergent Analysis of Continuous Action Iterated Dilemma.
Zhen Wang, Xiaoyue Jin, Tao Zhang, Dengxiu Yu: A Finite-Time Convergent Analysis of Continuous Action Iterated Dilemma. IEEE CAA J. Autom. Sinica 11(2): 563-565 (2024)
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Graph Reciprocal Neural Networks by Abstracting Node as Attribute.
Liang Yang, Jiayi Wang, Dongxiao He, Chuan Wang, Xiaochun Cao, Bingxin Niu, Zhen Wang: Graph Reciprocal Neural Networks by Abstracting Node as Attribute. ICDM 2023: 1463-1468
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Expert System-Based Multiagent Deep Deterministic Policy Gradient for Swarm...
Zhen Wang, Xiaoyue Jin, Tao Zhang, Jiahao Li, Dengxiu Yu, Kang Hao Cheong, C. L. Philip Chen: Expert System-Based Multiagent Deep Deterministic Policy Gradient for Swarm Robot Decision Making. IEEE...
View ArticleCross-Domain Policy Adaptation via Value-Guided Data Filtering.
Kang Xu, Chenjia Bai, Xiaoteng Ma, Dong Wang, Bin Zhao, Zhen Wang, Xuelong Li, Wei Li: Cross-Domain Policy Adaptation via Value-Guided Data Filtering. CoRR abs/2305.17625 (2023)
View ArticleOn the Value of Myopic Behavior in Policy Reuse.
Kang Xu, Chenjia Bai, Shuang Qiu, Haoran He, Bin Zhao, Zhen Wang, Wei Li, Xuelong Li: On the Value of Myopic Behavior in Policy Reuse. CoRR abs/2305.17623 (2023)
View ArticleCross-Domain Policy Adaptation via Value-Guided Data Filtering.
Kang Xu, Chenjia Bai, Xiaoteng Ma, Dong Wang, Bin Zhao, Zhen Wang, Xuelong Li, Wei Li: Cross-Domain Policy Adaptation via Value-Guided Data Filtering. NeurIPS 2023
View ArticleMulti-Agent, Human-Agent and Beyond: A Survey on Cooperation in Social Dilemmas.
Hao Guo, Chunjiang Mu, Yang Chen, Chen Shen, Shuyue Hu, Zhen Wang: Multi-Agent, Human-Agent and Beyond: A Survey on Cooperation in Social Dilemmas. CoRR abs/2402.17270 (2024)
View ArticleCommunity Detection in the Multi-View Stochastic Block Model.
Yexin Zhang, Zhongtian Ma, Qiaosheng Zhang, Zhen Wang, Xuelong Li: Community Detection in the Multi-View Stochastic Block Model. CoRR abs/2401.09510 (2024)
View ArticleDAG-Aware Variational Autoencoder for Social Propagation Graph Generation.
Dongpeng Hou, Chao Gao, Xuelong Li, Zhen Wang: DAG-Aware Variational Autoencoder for Social Propagation Graph Generation. AAAI 2024: 8508-8516
View ArticleGIN-SD: Source Detection in Graphs with Incomplete Nodes via Positional...
Le Cheng, Peican Zhu, Keke Tang, Chao Gao, Zhen Wang: GIN-SD: Source Detection in Graphs with Incomplete Nodes via Positional Encoding and Attentive Fusion. AAAI 2024: 55-63
View ArticleComplex Continuous Action Iterated Dilemma With Incremental Dynamic Model.
Zhen Wang, Haojing Li, Xiaoyue Jin, Dengxiu Yu, Kang Hao Cheong, Xuelong Li: Complex Continuous Action Iterated Dilemma With Incremental Dynamic Model. IEEE Trans. Syst. Man Cybern. Syst. 54(4):...
View ArticleA Novel Tensor Learning Model for Joint Relational Triplet Extraction.
Zhen Wang, Hongyi Nie, Wei Zheng, Yaqing Wang, Xuelong Li: A Novel Tensor Learning Model for Joint Relational Triplet Extraction. IEEE Trans. Cybern. 54(4): 2483-2494 (2024)
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Pessimistic value iteration for multi-task data sharing in Offline...
Chenjia Bai, Lingxiao Wang, Jianye Hao, Zhuoran Yang, Bin Zhao, Zhen Wang, Xuelong Li: Pessimistic value iteration for multi-task data sharing in Offline Reinforcement Learning. Artif. Intell. 326:...
View ArticleContrastive Learning Meets Homophily: Two Birds with One Stone.
Dongxiao He, Jitao Zhao, Rui Guo, Zhiyong Feng, Di Jin, Yuxiao Huang, Zhen Wang, Weixiong Zhang: Contrastive Learning Meets Homophily: Two Birds with One Stone. ICML 2023: 12775-12789
View ArticleThe Convergence Analysis of Evolutionary Dynamics for Continuous Action...
Xiaoyue Jin, Zhen Wang, Dengxiu Yu, Xuelong Li: The Convergence Analysis of Evolutionary Dynamics for Continuous Action Iterated Dilemma in Information Loss Networks. IEEE Trans. Comput. Soc. Syst....
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Swarm control based on artificial potential field method with predicted state...
Tao Zhang, Dianbiao Dong, Zhize Du, Jia Long, Dengxiu Yu, Zhen Wang, C. L. Philip Chen: Swarm control based on artificial potential field method with predicted state and input threshold. Eng. Appl....
View ArticleFinite-Time Adaptive Fuzzy Backstepping Control for Quadrotor UAV With...
Dengxiu Yu, Shizhuo Ma, Yan-Jun Liu, Zhen Wang, C. L. Philip Chen: Finite-Time Adaptive Fuzzy Backstepping Control for Quadrotor UAV With Stochastic Disturbance. IEEE Trans Autom. Sci. Eng. 21(2):...
View ArticleDiagnosis of Early Mild Cognitive Impairment Based on Associated High-Order...
Weiping Wang, Shunqi Zhang, Zhen Wang, Xiong Luo, Ping Luan, Alexander E. Hramov, Jürgen Kurths, Chang He, Jianwu Li: Diagnosis of Early Mild Cognitive Impairment Based on Associated High-Order...
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