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ORCIDChao Zhang 0017
Person information
- affiliation: Dalian University of Technology, School of Mathematical Sciences, China
- affiliation (former): Nanyang Technological University, School of Computer Engineering, Singapore
- affiliation (PhD 2009): Dalian University of Technology, Department of Applied Mathematics, China
Other persons with the same name
- Chao Zhang — disambiguation page
- Chao Zhang 0001
![[0000-0002-1018-4144]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-1018-4144")
— Peking University, Key Laboratory of Machine Perception, Beijing, China - Chao Zhang 0002 — University of Wollongong, School of Engineering Physics, NSW, Australia
- Chao Zhang 0003 — Xi'an Jiaotong University, School of Electronics and Information Engineering, China (and 1 more)
- Chao Zhang 0004 — Tsinghua University, Labs of Avionics, School of Aerospace Engineering, Beijing, China (and 1 more)
- Chao Zhang 0005 — University of Paris-Sud, Gif sur Yvette, France
- Chao Zhang 0006 — Center for Ecological Research and Forestry Applications, Cerdanyola del Vallés, Spain
- Chao Zhang 0007 — Peking University, Center for Energy-Efficient Computing and Applications (CECA), Beijing, China
- Chao Zhang 0008 — Tsinghua University, Institute for Network Science and Cyberspace, Beijing, China (and 2 more)
- Chao Zhang 0009 — Tsinghua University, Department of Electronic Engineering, TNList, Beijing, China (and 1 more)
- Chao Zhang 0010 — Beijing Normal University, College of Information Science and Technology, China (and 1 more)
- Chao Zhang 0011 — University of New South Wales, Canberra, Australia
- Chao Zhang 0012 — Guangzhou University, China (and 1 more)
- Chao Zhang 0013 — Nankai University, Tianjin, China
- Chao Zhang 0014 — Georgia Institute of Technology, College of Computing, Atlanta, GA, USA (and 1 more)
- Chao Zhang 0015 — Shandong Agricultural University, Agricultural Big-Data Research Center, Tai'an, China
- Chao Zhang 0016 — Jiangsu University, School of Electrical and Information Engineering, Zhenjiang, China (and 1 more)
- Chao Zhang 0018 — Northwest Agriculture and Forestry University, MOE Key Laboratory of Agricultural Soil and Water Engineering in Arid Area, Yangling, China
- Chao Zhang 0019 — Delft University of Technology, Quantum and Computer Engineering, The Netherlands
- Chao Zhang 0020 — University of Nottingham, Nottingham Geospatial Engineering / Department of Civil Engineering, UK
- Chao Zhang 0021 — Beihang University, School of Astronautics, Beijing, China
- Chao Zhang 0022 — Chongqing University, State Key Laboratory of Power Transmission Equipment and System Security and New Technology, China
- Chao Zhang 0023 — University of York, UK
- Chao Zhang 0024 — Beijing Institute of Technology, China
- Chao Zhang 0025 — Hefei University of Technology, School of Management, China
- Chao Zhang 0026 — Hefei University of Technology, Anhui Engineering Laboratory of Renewable Energy and Industrial Energy Conservation, China
- Chao Zhang 0027 — Beihang University, School of Automation Science and Electrical Engineering, Beijing, China
- Chao Zhang 0028 — University of Western Australia, Perth, Australia
- Chao Zhang 0029 — Zhejiang University, Hangzhou, Zhejiang, China
- Chao Zhang 0030 — University of Fukui, Fukui, Japan (and 1 more)
- Chao Zhang 0031 — Tsinghua University, partment of Electronic Engineering, Beijing, China (and 1 more)
- Chao Zhang 0032 — University of Missouri, Department of Computer Science, Columbia, MO, USA
- Chao Zhang 0033 — Northwestern Polytechnical University, School of Aeronautics, Department of Aeronautical Structure Engineering, Xi'an, China (and 3 more)
- Chao Zhang 0034 — Tsinghua University, Beijing, China (and 1 more)
- Chao Zhang 0035 — Zhengzhou University, School of Water Conservancy and Environment, China (and 1 more)
- Chao Zhang 0036 — Lomonosov Moscow State University, Department of Computational Mechanics, Russia
- Chao Zhang 0037 — Xi'an Jiaotong University, School of Mechanical Engineering, China
- Chao Zhang 0038 — Kunming University of Science and Technology, Faculty of Mechanical and Electrical Engineering, China
- Chao Zhang 0039 — Lehigh University, Department of Electrical and Computer Engineering, Bethlehem, PA, USA
- Chao Zhang 0040 — Yangzhou University, College of Mechanical Engineering, China (and 2 more)
- Chao Zhang 0041 — Northwestern Polytechnical University, School of Aeronautics, Xi'an, China
- Chao Zhang 0042 — Henan Institute of Technology, School of Electrical Engineering and Automation, Xinxiang, China (and 1 more)
- Chao Zhang 0043 — Changchun University, School of Electronic Information Engineering, China
- Chao Zhang 0044 — Harbin Institute of Technology, School of Electrical Engineering and Automation, China
- Chao Zhang 0045 — University of Waterloo, Canada (and 2 more)
- Chao Zhang 0046 — Shanxi University, School of Computer and Information Technology, Taiyuan, China
- Chao Zhang 0047 — Anhui University, School of Computer Science and Technology, Hefei, China
- Chao Zhang 0048 — Queen Mary University of London, School of Electronic Engineering and Computer Science, UK
- Chao Zhang 0049 — University of Southern California, Department of Computer Science, Los Angeles, CA, USA
- Chao Zhang 0050 — Meta, CA, USA (and 2 more)
- Chao Zhang 0051 — University of Jinan, School of Mathematical Sciences, China (and 1 more)
- Chao Zhang 0052 — Nanjing Tech University, Pujiang Institute, Department of Basic Courses, China
- Chao Zhang 0053 — Peking University, School of Life Sciences, China
- Chao Zhang 0054 — Sun Yat-Sen University, School of Geography and Planning, Guangzhou, China
- Chao Zhang 0055 — University of California at San Diego, Department of Electrical and Computer Engineering, CA, USA
- Chao Zhang 0056 — Beijing Jiaotong University, China
- Chao Zhang 0057 — Hefei University of of Technology, Department of Biomedical Engineering, China
- Chao Zhang 0058 — Shenyang University of Technology, National Engineering Research Center for Rare-earth Permanent Magnet Machines, China
- Chao Zhang 0059 — Beijing Jiaotong University, School of Electrical Engineering, China
- Chao Zhang 0060 — Shandong University of Science and Technology, College of Electrical Engineering and Automation, Qingdao, China (and 1 more)
- Chao Zhang 0061 — Civil Aviation University of China, Basic Experiment Center, Tianjin, China
- Chao Zhang 0062 — Beijing University of Posts and Telecommunications, School of Information and Communication Engineering, China
- Chao Zhang 0063 — Brookhaven National Laboratory, Department of Physics, Upton, NY, USA
- Chao Zhang 0064 — Shimane University, Department of Mechanical Electrical and Electronic Engineering, Matsue, Japan (and 1 more)
- Chao Zhang 0065 — Fuzhou University, College of Civil Engineering, China
- Chao Zhang 0066 — China University of Petroleum (East China), School of Petroleum Engineering, Qingdao, China
- Chao Zhang 0067 — Uppsala University, Department of Chemistry, Sweden
- Chao Zhang 0068 — Qufu Normal University, College of Chinese Language and Literature, China
- Chao Zhang 0069 — Northeastern University, School of Computer Science and Engineering, Shenyang, China
- Chao Zhang 0070 — Lund University, Department of Electrical and Information Technology, Sweden
- Chao Zhang 0071 — Eindhoven University of Technology, Department of Industrial Engineering and Innovation Sciences, The Netherlands
- Chao Zhang 0072 — University of Electronic Science and Technology of China, School of Information and Communication Engineering, Chengdu, China (and 1 more)
- Chao Zhang 0073 — Hunan University, College of Electrical and Information Engineering, Changsha, China
- Chao Zhang 0074 — Harbin Engineering University, Faculty of Computer Science and Technology, China
- Chao Zhang 0075 — Tsinghua University, Department of Electronic Engineering, Beijing National Research Center for Information Science and Technology, China
- Chao Zhang 0076 — Harbin Institute of Technology, School of Mechanical Engineering and Automation, Shenzhen, China
- Chao Zhang 0077 — University of Alberta, Department of Physics, Edmonton, AB, Canada (and 1 more)
- Chao Zhang 0078 — Nanjing University, Department of Control and Systems Engineering, China
- Chao Zhang 0079 — Yunnan Normal University, School of Physics and Electronic Information, Kunming, China
- Chao Zhang 0080 — Guizhou University, School of Mathematics and Statistics, Guiyang, China
- Chao Zhang 0081 — China Agricultural University, College of Land Science and Technology, Key Laboratory of Remote Sensing for Agri-Hazards, Beijing, China
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Journal Articles
- 2024
[j23]Yueqi Chen, Witold Pedrycz, Jian Wang, Chao Zhang, Jie Yang:
A New Oversampling Method Based on Triangulation of Sample Space. IEEE Trans. Syst. Man Cybern. Syst. 54(2): 774-786 (2024)- 2023
- [j22]Zongqi Liu, Xueguan Song, Chao Zhang, Yunsheng Ma, Dacheng Tao:
RSAL-iMFS: A framework of randomized stacking with active learning for incremental multi-fidelity surrogate modeling. Eng. Appl. Artif. Intell. 120: 105871 (2023) - [j21]Fang Liu, Witold Pedrycz, Chao Zhang, Jie Yang, Wei Wu:
Coding Method Based on Fuzzy C-Means Clustering for Spiking Neural Network With Triangular Spike Response Function. IEEE Trans. Fuzzy Syst. 31(12): 4235-4248 (2023) - 2022
- [j20]Lixue Liu, Xueguan Song, Chao Zhang, Dacheng Tao:
GAN-MDF: An Enabling Method for Multifidelity Data Fusion. IEEE Internet Things J. 9(15): 13405-13415 (2022) - 2021
- [j19]Yueqi Xu, Xueguan Song, Chao Zhang:
Hierarchical regression framework for multi-fidelity modeling. Knowl. Based Syst. 212: 106587 (2021) - [j18]Zhenhao Jiang, Tingting Pan, Chao Zhang, Jie Yang:
A New Oversampling Method Based on the Classification Contribution Degree. Symmetry 13(2): 194 (2021) - [j17]Chao Zhang, Dacheng Tao, Tao Hu, Bingchen Liu:
Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function Learning. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1906-1919 (2021) - 2020
- [j16]Sibo Yang, Chao Zhang, Yuan Bao, Jie Yang, Wei Wu:
Binary Output Layer of Extreme Learning Machine for Solving Multi-class Classification Problems. Neural Process. Lett. 52(1): 153-167 (2020) - [j15]Chao Zhang, Xianjie Gao, Min-Hsiu Hsieh, Hanyuan Hang, Dacheng Tao:
Matrix Infinitely Divisible Series: Tail Inequalities and Their Applications. IEEE Trans. Inf. Theory 66(2): 1099-1117 (2020) - 2019
- [j14]Sibo Yang, Chao Zhang, Wei Wu:
Binary Output Layer of Feedforward Neural Networks for Solving Multi-Class Classification Problems. IEEE Access 7: 5085-5094 (2019) - [j13]Junhong Zhao, Maolin Shi, Gang Hu, Xueguan Song, Chao Zhang, Dacheng Tao, Wei Wu:
A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data. IEEE Access 7: 66703-66713 (2019) - [j12]Xianjie Gao, Chao Zhang, Hongwei Zhang:
Small-Deviation Inequalities for Sums of Random Matrices. Symmetry 11(5): 638 (2019) - [j11]Chun Hua, Feng Li, Chao Zhang, Jie Yang, Wei Wu:
A Genetic XK-Means Algorithm with Empty Cluster Reassignment. Symmetry 11(6): 744 (2019) - 2018
- [j10]Yan Liu, Dakun Yang, Chao Zhang:
Relaxed conditions for convergence analysis of online back-propagation algorithm with L2 regularizer for Sigma-Pi-Sigma neural network. Neurocomputing 272: 163-169 (2018) - 2017
- [j9]Chao Zhang, Lei Du, Dacheng Tao:
LSV-Based Tail Inequalities for Sums of Random Matrices. Neural Comput. 29(1): 247-262 (2017) - 2013
- [j8]Chao Zhang, Dacheng Tao:
Risk bounds of learning processes for Lévy processes. J. Mach. Learn. Res. 14(1): 351-376 (2013) - [j7]Chao Zhang, Dacheng Tao:
Structure of Indicator Function Classes With Finite Vapnik-Chervonenkis Dimensions. IEEE Trans. Neural Networks Learn. Syst. 24(7): 1156-1160 (2013) - 2012
- [j6]Chao Zhang, Wei Bian, Dacheng Tao, Weisi Lin:
Discretized-Vapnik-Chervonenkis Dimension for Analyzing Complexity of Real Function Classes. IEEE Trans. Neural Networks Learn. Syst. 23(9): 1461-1472 (2012) - [j5]Chao Zhang, Dacheng Tao:
Generalization Bounds of ERM-Based Learning Processes for Continuous-Time Markov Chains. IEEE Trans. Neural Networks Learn. Syst. 23(12): 1872-1883 (2012) - 2011
- [j4]Chao Zhang, Jie Yang, Wei Wu:
Binary Higher Order Neural Networks for Realizing Boolean Functions. IEEE Trans. Neural Networks 22(5): 701-713 (2011) - 2010
- [j3]Chao Zhang, Dacheng Tao:
Error Bounds for Real Function Classes Based on Discretized Vapnik-Chervonenkis Dimensions. Aust. J. Intell. Inf. Process. Syst. 12(3) (2010) - 2007
- [j2]Yan Xiong, Wei Wu, Xidai Kang, Chao Zhang:
Training Pi-Sigma Network by Online Gradient Algorithm with Penalty for Small Weight Update. Neural Comput. 19(12): 3356-3368 (2007) - [j1]Chao Zhang, Wei Wu, Yan Xiong:
Convergence Analysis of Batch Gradient Algorithm for Three Classes of Sigma-Pi Neural Networks. Neural Process. Lett. 26(3): 177-189 (2007)
Conference and Workshop Papers
- 2011
- [c4]Chao Zhang, Dacheng Tao:
Risk Bounds for Infinitely Divisible Distribution. UAI 2011: 796-803 - [c3]Chao Zhang, Dacheng Tao:
Generalization Bound for Infinitely Divisible Empirical Process. AISTATS 2011: 864-872 - 2010
- [c2]Chao Zhang, Dacheng Tao:
Risk Bounds for Levy Processes in the PAC-Learning Framework. AISTATS 2010: 948-955 - 2007
- [c1]Xidai Kang, Yan Xiong, Chao Zhang, Wei Wu:
Convergence of Online Gradient Algorithm with Stochastic Inputs for Pi-Sigma Neural Networks. FOCI 2007: 564-569
Informal and Other Publications
- 2022
- [i9]Wensheng Li, Chao Zhang, Chuncheng Wang, Hanting Guan, Dacheng Tao:
Revisiting PINNs: Generative Adversarial Physics-informed Neural Networks and Point-weighting Method. CoRR abs/2205.08754 (2022) - 2021
- [i8]Xianjie Gao, Xueguan Song, Maolin Shi, Chao Zhang, Hongwei Zhang:
Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods. CoRR abs/2104.06353 (2021) - [i7]Lixue Liu, Chao Zhang, Dacheng Tao:
GAN-MDF: A Method for Multi-fidelity Data Fusion in Digital Twins. CoRR abs/2106.14655 (2021) - 2019
- [i6]Chao Zhang, Min-Hsiu Hsieh, Dacheng Tao:
On Dimension-free Tail Inequalities for Sums of Random Matrices and Applications. CoRR abs/1910.03718 (2019) - 2018
- [i5]Sibo Yang, Chao Zhang, Wei Wu:
Binary output layer of feedforward neural networks for solving multi-class classification problems. CoRR abs/1801.07599 (2018) - [i4]Chao Zhang, Xianjie Gao, Min-Hsiu Hsieh, Hanyuan Hang, Dacheng Tao:
Matrix Infinitely Divisible Series: Tail Inequalities and Applications in Optimization. CoRR abs/1809.00781 (2018) - [i3]Chao Zhang, Min-Hsiu Hsieh, Dacheng Tao:
Generalization Bounds for Vicinal Risk Minimization Principle. CoRR abs/1811.04351 (2018) - 2014
- [i2]Chao Zhang, Dacheng Tao, Tao Hu, Xiang Li:
Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning. CoRR abs/1408.6617 (2014) - 2012
- [i1]Chao Zhang, Dacheng Tao:
Risk Bounds for Infinitely Divisible Distribution. CoRR abs/1202.3774 (2012)
Coauthor Index
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