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2020 – today
- 2024
[j49]Yiran Pang
, Zhen Ni, Xiangnan Zhong:
Federated Learning for Crowd Counting in Smart Surveillance Systems. IEEE Internet Things J. 11(3): 5200-5209 (2024)- [j48]Xiangnan Zhong, Zhen Ni:
A Neural-Reinforcement-Learning-Based Guaranteed Cost Control for Perturbed Tracking Systems. IEEE Trans. Artif. Intell. 5(6): 3205-3217 (2024) - [j47]Ke Wang, Chaoxu Mu, Zhen Ni, Derong Liu:
Safe Reinforcement Learning and Adaptive Optimal Control With Applications to Obstacle Avoidance Problem. IEEE Trans Autom. Sci. Eng. 21(3): 4599-4612 (2024) - [j46]Xiaoyao Zheng, Zhen Ni, Xiangnan Zhong, Yonglong Luo:
Kernelized Deep Learning for Matrix Factorization Recommendation System Using Explicit and Implicit Information. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1205-1216 (2024) - 2023
- [j45]Xiaoyao Zheng, Baoting Han, Zhen Ni:
Tourism Route Recommendation Based on A Multi-Objective Evolutionary Algorithm Using Two-Stage Decomposition and Pareto Layering. IEEE CAA J. Autom. Sinica 10(2): 486-500 (2023) - [i2]Geoffrey C. Fox, Mary P. Thomas, Sajal Bhatia, Marisa Brazil, Nicole M. Gasparini, Venkatesh Mohan Merwade, Henry J. Neeman, Jeff Carver, Henri Casanova, Vipin Chaudhary, Dirk Colbry, Lonnie D. Crosby, Prasun Dewan, Jessica Eisma, Irfan Ahmed, Kate Kaehey, Qianqian Liu, Zhen Ni, Sushil K. Prasad, Apan Qasem, Erik Saule, Prabha Sundaravadivel, Karen Tomko:
Report on 2023 CyberTraining PI Meeting, 26-27 September 2023. CoRR abs/2312.14199 (2023) - 2022
- [j44]Jinjin Zhang, Chengliang Zhong, Shouxiang Fan, Xiaodong Mu, Zhen Ni:
Hierarchical attention and feature projection for click-through rate prediction. Appl. Intell. 52(8): 8651-8663 (2022) - [j43]Chaoxu Mu, Ke Wang, Shiqian Ma, Zhiqiang Chong, Zhen Ni:
Adaptive composite frequency control of power systems using reinforcement learning. CAAI Trans. Intell. Technol. 7(4): 671-684 (2022) - [j42]Zhen Ni, Lili Bo, Bin Li, Tianhao Chen, Xiaobing Sun, Xiaoxue Wu:
An approach of method-level bug localization. IET Softw. 16(4): 422-437 (2022) - [j41]Tianyu Cui, Yiying Dou, Puwen Tan, Zhen Ni, Tianyuan Liu, Duolin Wang, Yan Huang, Kaican Cai, Xiaoyang Zhao, Dong Xu, Hao Lin, Dong Wang:
RNALocate v2.0: an updated resource for RNA subcellular localization with increased coverage and annotation. Nucleic Acids Res. 50(D1): 333-339 (2022) - [j40]Chaoxu Mu, Ke Wang, Zhen Ni:
Adaptive Learning and Sampled-Control for Nonlinear Game Systems Using Dynamic Event-Triggering Strategy. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4437-4450 (2022) - [c54]Avijit Das, Zhen Ni, Di Wu:
An Efficient Distributed Reinforcement Learning for Enhanced Multi-Microgrid Management. IJCNN 2022: 1-6 - [c53]Yanbin Lin, Zhen Ni, Xiangnan Zhong:
Multi-Virtual-Agent Reinforcement Learning for a Stochastic Predator-Prey Grid Environment. IJCNN 2022: 1-8 - [i1]Zhen Ni, Guitao Cao, Ye Duan:
Semi-Supervised Representative Region Texture Extraction of Façade. CoRR abs/2212.02220 (2022) - 2021
- [c52]Zhen Ni, Cuidi Wei, Timothy Wood, Nakjung Choi:
A SmartNIC-based Load Balancing and Auto Scaling Framework for Middlebox Edge Server. NFV-SDN 2021: 21-27 - [c51]Xiangnan Zhong, Zhen Ni:
An Intelligent and Secure Control Approach for Nonlinear Systems under Attacks. SSCI 2021: 1-8 - 2020
- [j39]Zhen Ni, Qianmu Li:
Fusion Learning Model for Mobile Face Safe Detection and Facial Gesture Analysis. IEEE Access 8: 61043-61050 (2020) - [j38]Zhen Ni, Bin Li, Xiaobing Sun, Tianhao Chen, Ben Tang, Xinchen Shi:
Analyzing bug fix for automatic bug cause classification. J. Syst. Softw. 163: 110538 (2020) - [j37]Zhiqiang Wan, Chao Jiang, Muhammad Fahad, Zhen Ni, Yi Guo, Haibo He:
Robot-Assisted Pedestrian Regulation Based on Deep Reinforcement Learning. IEEE Trans. Cybern. 50(4): 1669-1682 (2020) - [j36]Chao Jiang, Zhen Ni, Yi Guo, Haibo He:
Pedestrian Flow Optimization to Reduce the Risk of Crowd Disasters Through Human-Robot Interaction. IEEE Trans. Emerg. Top. Comput. Intell. 4(3): 298-311 (2020) - [j35]Chaoxu Mu, Ke Wang, Zhen Ni, Changyin Sun:
Cooperative Differential Game-Based Optimal Control and Its Application to Power Systems. IEEE Trans. Ind. Informatics 16(8): 5169-5179 (2020) - [j34]Jun Hou, Qianmu Li, Shicheng Cui, Shunmei Meng, Sainan Zhang, Zhen Ni, Ye Tian:
Low-cohesion differential privacy protection for industrial Internet. J. Supercomput. 76(11): 8450-8472 (2020) - [j33]Shuva Paul, Zhen Ni, Chaoxu Mu:
A Learning-Based Solution for an Adversarial Repeated Game in Cyber-Physical Power Systems. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4512-4523 (2020) - [j32]Priti Paudyal, Prateek Munankarmi, Zhen Ni, Timothy M. Hansen:
A Hierarchical Control Framework With a Novel Bidding Scheme for Residential Community Energy Optimization. IEEE Trans. Smart Grid 11(1): 710-719 (2020) - [j31]Avijit Das, Zhen Ni:
A Novel Fitted Rolling Horizon Control Approach for Real-Time Policy Making in Microgrid. IEEE Trans. Smart Grid 11(4): 3535-3544 (2020) - [c50]Zhiqiang Wan, Lusi Li, Hepeng Li, Haibo He, Zhen Ni:
One-Shot Unsupervised Domain Adaptation for Object Detection. IJCNN 2020: 1-8 - [c49]Shuva Paul, Zhen Ni, Fei Ding:
An Analysis of Post Attack Impacts and Effects of Learning Parameters on Vulnerability Assessment of Power Grid. ISGT 2020: 1-5
2010 – 2019
- 2019
- [j30]Xiaobing Sun, Wei Zhou, Bin Li, Zhen Ni, Jinting Lu:
Bug Localization for Version Issues With Defect Patterns. IEEE Access 7: 18811-18820 (2019) - [j29]Md. Rashedul Haq, Zhen Ni:
A New Hybrid Model for Short-Term Electricity Load Forecasting. IEEE Access 7: 125413-125423 (2019) - [j28]Jun Hou, Qianmu Li, Shunmei Meng, Zhen Ni, Yini Chen, Yaozong Liu:
DPRF: A Differential Privacy Protection Random Forest. IEEE Access 7: 130707-130720 (2019) - [j27]Zhen Ni, Naresh Malla, Xiangnan Zhong:
Prioritizing Useful Experience Replay for Heuristic Dynamic Programming-Based Learning Systems. IEEE Trans. Cybern. 49(11): 3911-3922 (2019) - [j26]Akira Hirose, Alessio Micheli, Artur S. d'Avila Garcez, Choon Ki Ahn, Gang Pan, Hamid Reza Karimi, Jianbing Shen, José de Jesús Rubio, Lei Zhang, Lingjia Liu, Lorenzo Livi, Nian Zhang, Nishchal K. Verma, Pedro Antonio Gutiérrez, Qi Tian, Qinglai Wei, Seiichi Ozawa, Stuart H. Rubin, Wei-Neng Chen, Xi Li, Xiaofeng Liao, Youmin Zhang, Zhen Ni, Haibo He:
Editorial: Booming of Neural Networks and Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 30(1): 2-10 (2019) - [j25]Zhen Ni, Shuva Paul:
A Multistage Game in Smart Grid Security: A Reinforcement Learning Solution. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2684-2695 (2019) - [j24]Chao Jiang, Zhen Ni, Yi Guo, Haibo He:
Learning Human-Robot Interaction for Robot-Assisted Pedestrian Flow Optimization. IEEE Trans. Syst. Man Cybern. Syst. 49(4): 797-813 (2019) - [c48]Chao Jiang, Yi Guo, Zhen Ni, Haibo He:
Optimization of Merging Pedestrian Flows Based on Adaptive Dynamic Programming. ACC 2019: 2626-2632 - [c47]Avijit Das, Zhen Ni:
A Case Study of Horizon Window in Receding Horizon Control for Renewable Energy Integration. EIT 2019: 282-287 - [c46]Shuva Paul, Zhen Ni:
Study of Learning of Power Grid Defense Strategy in Adversarial Stage Game. EIT 2019: 292-297 - [c45]Md. Rashedul Haq, Zhen Ni:
Classification of Electricity Load Profile Data and The Prediction of Load Demand Variability. EIT 2019: 304-309 - [c44]Shuva Paul, Md. Rashedul Haq, Avijit Das, Zhen Ni:
A Comparative Study of Smart Grid Security Based on Unsupervised Learning and Load Ranking. EIT 2019: 310-315 - [c43]Md. Rashedul Haq, Zhen Ni:
A Composite Extended Nearest Neighbor Model for Day-Ahead Load Forecasting. IJCNN 2019: 1-8 - [c42]Shuva Paul, Zhen Ni:
A Strategic Analysis of Attacker-Defender Repeated Game in Smart Grid Security. ISGT 2019: 1-5 - [c41]Zhen Ni, Qianmu Li, Ting Li:
Design of Dynamic Analysis and Grammar Generation Method in Industrial Control Protocols Test. iThings/GreenCom/CPSCom/SmartData 2019: 216-221 - [c40]Xiaoqian Liu, Qianmu Li, Zhen Ni, Jun Hou:
Differentially Private Recommender System with Autoencoders. iThings/GreenCom/CPSCom/SmartData 2019: 450-457 - [c39]Zhen Ni, Guyue Liu, Dennis Afanasev, Timothy Wood, Jinho Hwang:
Advancing Network Function Virtualization Platforms with Programmable NICs. LANMAN 2019: 1-6 - 2018
- [j23]Zhen Ni, Avijit Das:
A New Incentive-Based Optimization Scheme for Residential Community With Financial Trade-Offs. IEEE Access 6: 57802-57813 (2018) - [j22]Zhen Ni, Qianmu Li, Gang Liu:
Game-Model-Based Network Security Risk Control. Computer 51(4): 28-38 (2018) - [j21]Xiangnan Zhong, Haibo He, Ding Wang, Zhen Ni:
Model-Free Adaptive Control for Unknown Nonlinear Zero-Sum Differential Game. IEEE Trans. Cybern. 48(5): 1633-1646 (2018) - [j20]Shiva Poudel, Zhen Ni, Wei Sun:
Electrical Distance Approach for Searching Vulnerable Branches During Contingencies. IEEE Trans. Smart Grid 9(4): 3373-3382 (2018) - [j19]Avijit Das, Zhen Ni:
A Computationally Efficient Optimization Approach for Battery Systems in Islanded Microgrid. IEEE Trans. Smart Grid 9(6): 6489-6499 (2018) - [c38]Quazi Irfan, Calvin Jensen, Zhen Ni, Steven Hietpas:
Building an Exoskeleton Glove on Virtual Reality Platform. EIT 2018: 645-650 - [c37]Shuva Paul, Zhen Ni:
A Study of Linear Programming and Reinforcement Learning for One-Shot Game in Smart Grid Security. IJCNN 2018: 1-8 - [c36]Xiangnan Zhong, Zhen Ni:
Data-Driven Reinforcement Learning Design for Multi-agent Systems with Unknown Disturbances. IJCNN 2018: 1-8 - [c35]Zhen Ni, Timothy Wood:
Measuring Performance and Isolation Tradeoffs for NFV. LANMAN 2018: 114-115 - [c34]Sundaresan Rajasekaran, Harpreet Singh Chawla, Zhen Ni, Neel Shah, Emery D. Berger, Timothy Wood:
CRIMES: Using Evidence to Secure the Cloud. Middleware 2018: 40-52 - 2017
- [j18]Bin Xia, Zhen Ni, Tao Li, Qianmu Li, Qifeng Zhou:
VRer: Context-Based Venue Recommendation using embedded space ranking SVM in location-based social network. Expert Syst. Appl. 83: 18-29 (2017) - [j17]Naresh Malla, Ujjwol Tamrakar, Dipesh Shrestha, Zhen Ni, Reinaldo Tonkoski:
Online learning control for harmonics reduction based on current controlled voltage source power inverters. IEEE CAA J. Autom. Sinica 4(3): 447-457 (2017) - [j16]Naresh Malla, Zhen Ni:
A new history experience replay design for model-free adaptive dynamic programming. Neurocomputing 266: 141-149 (2017) - [j15]Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He:
Data-Driven Tracking Control With Adaptive Dynamic Programming for a Class of Continuous-Time Nonlinear Systems. IEEE Trans. Cybern. 47(6): 1460-1470 (2017) - [j14]Xiangnan Zhong, Zhen Ni, Haibo He:
Gr-GDHP: A New Architecture for Globalized Dual Heuristic Dynamic Programming. IEEE Trans. Cybern. 47(10): 3318-3330 (2017) - [j13]Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He:
Air-Breathing Hypersonic Vehicle Tracking Control Based on Adaptive Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 28(3): 584-598 (2017) - [c33]Manisha Maharjan, Ujjwol Tamrakar, Naresh Malla, Fernando Bereta dos Reis, Zhen Ni, Timothy M. Hansen, Reinaldo Tonkoski:
Adaptive droop-based active power curtailment method for overvoltage prevention in low voltage distribution network. EIT 2017: 1-6 - [c32]Dipesh Shrestha, Ujjwol Tamrakar, Zhen Ni, Reinaldo Tonkoski:
Experimental verification of virtual inertia in diesel generator based microgrids. ICIT 2017: 95-100 - [c31]Zhen Ni, Naresh Malla, Xiangnan Zhong:
Towards enabling deep learning techniques for adaptive dynamic programming. IJCNN 2017: 2828-2835 - [c30]Shuva Paul, Zhen Ni:
Vulnerability analysis for simultaneous attack in smart grid security. ISGT 2017: 1-5 - [c29]Tamal Roy, Avijit Das, Zhen Ni:
Optimization in load scheduling of a residential community using dynamic pricing. ISGT 2017: 1-5 - [c28]Zhen Ni, Priti Paudyal, Xiangnan Zhong:
A computational intelligence approach for residential home energy management considering reward incentives. SSCI 2017: 1-8 - [c27]Zhen Ni, Shuva Paul, Xiangnan Zhong, Qinglai Wei:
A reinforcement learning approach for sequential decision-making process of attacks in smart grid. SSCI 2017: 1-8 - 2016
- [j12]Yufei Tang, Haibo He, Zhen Ni, Xiangnan Zhong, Dongbin Zhao, Xin Xu:
Fuzzy-Based Goal Representation Adaptive Dynamic Programming. IEEE Trans. Fuzzy Syst. 24(5): 1159-1175 (2016) - [j11]Yufei Tang, Haibo He, Zhen Ni, Jinyu Wen, Tingwen Huang:
Adaptive Modulation for DFIG and STATCOM With High-Voltage Direct Current Transmission. IEEE Trans. Neural Networks Learn. Syst. 27(8): 1762-1772 (2016) - [j10]Xiangnan Zhong, Zhen Ni, Haibo He:
A Theoretical Foundation of Goal Representation Heuristic Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2513-2525 (2016) - [c26]Naresh Malla, Dipesh Shrestha, Zhen Ni, Reinaldo Tonkoski:
Supplementary control for virtual synchronous machine based on adaptive dynamic programming. CEC 2016: 1998-2005 - [c25]Dipesh Shrestha, Ujjwol Tamrakar, Naresh Malla, Zhen Ni, Reinaldo Tonkoski:
Reduction of energy consumption of virtual synchronous machine using supplementary adaptive dynamic programming. EIT 2016: 690-694 - [c24]Lekhnath Kafle, Zhen Ni, Reinaldo Tonkoski, Qiquan Qiao:
Frequency control of isolated micro-grid using a droop control approach. EIT 2016: 771-775 - [c23]Sundaresan Rajasekaran, Zhen Ni, Harpreet Singh Chawla, Neel Shah, Timothy Wood, Emery D. Berger:
Scalable Cloud Security via Asynchronous Virtual Machine Introspection. HotCloud 2016 - [c22]Shiva Poudel, Zhen Ni, Xiangnan Zhong, Haibo He:
Comparative studies of power grid security with network connectivity and power flow information using unsupervised learning. IJCNN 2016: 2730-2737 - [c21]Xiangnan Zhong, Zhen Ni, Haibo He:
Convergence analysis of GrDHP-based optimal control for discrete-time nonlinear system. IJCNN 2016: 4557-4564 - [c20]Chao Jiang, Zhen Ni, Yi Guo, Haibo He:
Robot-assisted pedestrian regulation in an exit corridor. IROS 2016: 815-822 - [c19]Avijit Das, Zhen Ni, Timothy M. Hansen, Xiangnan Zhong:
Energy storage system operation: Case studies in deterministic and stochastic environments. ISGT 2016: 1-5 - [c18]Shiva Poudel, Zhen Ni, Timothy M. Hansen, Reinaldo Tonkoski:
Cascading failures and transient stability experiment analysis in power grid security. ISGT 2016: 1-5 - [c17]Avijit Das, Zhen Ni, Xiangnan Zhong:
Near optimal control for microgrid energy systems considering battery lifetime characteristics. SSCI 2016: 1-8 - [c16]Lekhnath Kafle, Zhen Ni:
Fuzzy logic adjustment for power sharing in wind and PV-based isolated microgrid. SSCI 2016: 1-7 - 2015
- [j9]Xiao Fang, Dezhong Zheng, Haibo He, Zhen Ni:
Data-driven heuristic dynamic programming with virtual reality. Neurocomputing 166: 244-255 (2015) - [j8]Zhen Ni, Haibo He, Dongbin Zhao, Xin Xu, Danil V. Prokhorov:
GrDHP: A General Utility Function Representation for Dual Heuristic Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 26(3): 614-627 (2015) - [j7]Zhen Ni, Haibo He, Xiangnan Zhong, Danil V. Prokhorov:
Model-Free Dual Heuristic Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 26(8): 1834-1839 (2015) - [c15]James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, Teck-Hou Teng, Ah-Hwee Tan:
A comparative study between motivated learning and reinforcement learning. IJCNN 2015: 1-8 - [c14]Zhen Ni, Xiangnan Zhong, Haibo He:
A boundedness theoretical analysis for GrADP design: A case study on maze navigation. IJCNN 2015: 1-8 - [c13]Xiangnan Zhong, Zhen Ni, Haibo He:
Event-triggered adaptive dynamic programming for continuous-time nonlinear system using measured input-output data. IJCNN 2015: 1-8 - 2014
- [j6]Yufei Tang, Haibo He, Zhen Ni, Jinyu Wen, Xianchao Sui:
Reactive power control of grid-connected wind farm based on adaptive dynamic programming. Neurocomputing 125: 125-133 (2014) - [j5]Zhen Ni, Qianmu Li, Tao Li, Yong Qi:
A WSN Nodes Access Mechanism and Directed Diffusion in Emergency Circumstances. J. Digit. Inf. Manag. 12(4): 235-245 (2014) - [c12]Xiangnan Zhong, Zhen Ni, Yufei Tang, Haibo He:
Data-driven partially observable dynamic processes using adaptive dynamic programming. ADPRL 2014: 1-8 - [c11]Zhen Ni, Yufei Tang, Haibo He, Jinyu Wen:
Multi-machine power system control based on dual heuristic dynamic programming. CIASG 2014: 154-160 - [c10]Yufei Tang, Xiangnan Zhong, Zhen Ni, Jun Yan, Haibo He:
Impact of signal transmission delays on power system damping control using heuristic dynamic programming. CIASG 2014: 161-167 - [c9]Zhen Ni, Siyao Fu, Bo Tang, Haibo He, Xinming Huang:
Experimental studies on indoor sign recognition and classification. CIDM 2014: 489-494 - [c8]James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He:
Advancing motivated learning with goal creation. CIHLI 2014: 70-77 - [c7]Zhilu Chen, Xinming Huang, Zhen Ni, Haibo He:
A GPU-based real-time traffic sign detection and recognition system. CIVTS 2014: 1-5 - [c6]Xiangnan Zhong, Zhen Ni, Haibo He, Xin Xu, Dongbin Zhao:
Event-triggered reinforcement learning approach for unknown nonlinear continuous-time system. IJCNN 2014: 3677-3684 - 2013
- [j4]Zhen Ni, Haibo He:
Heuristic dynamic programming with internal goal representation. Soft Comput. 17(11): 2101-2108 (2013) - [j3]Zhen Ni, Haibo He, Jinyu Wen:
Adaptive Learning in Tracking Control Based on the Dual Critic Network Design. IEEE Trans. Neural Networks Learn. Syst. 24(6): 913-928 (2013) - [j2]Zhen Ni, Haibo He, Jinyu Wen, Xin Xu:
Goal Representation Heuristic Dynamic Programming on Maze Navigation. IEEE Trans. Neural Networks Learn. Syst. 24(12): 2038-2050 (2013) - [c5]Zhen Ni, Xiao Fang, Haibo He, Dongbin Zhao, Xin Xu:
Real-time tracking on adaptive critic design with uniformly ultimately bounded condition. ADPRL 2013: 39-46 - 2012
- [j1]Haibo He, Zhen Ni, Jian Fu:
A three-network architecture for on-line learning and optimization based on adaptive dynamic programming. Neurocomputing 78(1): 3-13 (2012) - [c4]Zhen Ni, Haibo He, Dongbin Zhao, Danil V. Prokhorov:
Reinforcement learning control based on multi-goal representation using hierarchical heuristic dynamic programming. IJCNN 2012: 1-8 - 2011
- [c3]Jian Fu, Haibo He, Zhen Ni:
Adaptive dynamic programming with balanced weights seeking strategy. ADPRL 2011: 210-217 - [c2]Zhen Ni, Haibo He, Danil V. Prokhorov, Jian Fu:
An online actor-critic learning approach with Levenberg-Marquardt algorithm. IJCNN 2011: 2333-2340 - [c1]Jian Fu, Haibo He, Qing Liu, Zhen Ni:
An Adaptive Dynamic Programming Approach for Closely-Coupled MIMO System Control. ISNN (3) 2011: 1-10
Coauthor Index
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