◎Research Interests
1. Neural Networks, Evolutionary Computation, Fuzzy Sets Theory
2. Aritificial Intelligence, Big Data Model, Sparse Optimization
◎Education
1998.09-2002.07 China University of Petroleum (East China),Computational Mathematics and Its Applica tion Software, Bachelor of Science;
2006.09-2012.07 Dalian University of Technology, Computational Mathematics, Master and Doctor of Computational Mathematics, Supervisor：Zhengxue Li, Wei Wu;
2010.09-2011.09 University of Louisville (USA), Joint Ph.D, Supervisor: Jacek M. Zurada;
2011.10-2012.01 Xi'an Jiaotong University，Visiting Ph.D student, Supervisor: Zongben Xu; 2012.08-2015.07 Dalian University of Technology, Electronic Science and Technology, Postdoc, Supervisor: Jing Wang; 2013.07-2014.02 University of Louisville (USA), Postdoc, Supervisor: Jacek M. Zurada.
◎Occupations
2002.07-2006.07 China University of Petroleum (East China), Department of Applied Mathematics, Teaching Assistant; 2012.07-2012.12 China University of Petroleum (East China), College of Science, Lecturer; 2012.12-2020.12 China University of Petroleum (East China), College of Science, Associate Professor; 2017.02-2017.03 Indian Statistical Institute, Visiting Scholar, Supervisor: Nikhil R. Pal;
2018.04-2018.05 Indian Statistical Institute, Visiting Scholar, Supervisor: Nikhil R. Pal; 2020.12--present China University of Petroleum (East China), College of Science, Professor.
◎Courses 1.《Neural Networks》 and 《Computational Intelligence and Pattern Recogonition》for Undergraduate.
2.《Neural Networks》、《Methods on Computational Intelligence》、《Big Data and Artificial Intelligence》 for Master and Ph.D students.
◎Research Projects
2022 • The K.C. Wong Education Foundation, Hong Kong: International Artifical Intelligence Summit (Qingdao) & “Belt and Road” New Trends in Computational Intelligence, Dec 15-17, 2022, 35,000 RMB. • The National Natural Science Foundation of China: Research on Evolved Physics Orientated Network Model for Inter-well Connectivity (No. 62173345), January,2022 - December,2025, 560,000 RMB. • The “Belt and Road” Innovative Talent Exchange Foreign Experts Project: Talent Recruiment on Big Data and Intelligent Computation (No. DL2021152001L), Dec 2021-Dec 2022, 150,000 RMB. • The Fundamental Research Funds for the Central Universities: Mathematical model construction and neural network optimization for reservoir injection production control(No. 22CX03002A), January,2022 - December,2024, 200,000 RMB. • Commercial Project: Research on injection production control method of water drive reservoir based on development performance data, July 2022-December 2022, 4,500,000 RMB. 2021 • The Joint fund of Science and Technology Department of Liaoning Province and State Key Laboratory of Robotics: Research on inter well connectivity of online machine learning model based on seepage mechanism (2021-KF-22-07), July, 2021-June,2023, 50,000 RMB. • The the Source Innovation Scientific and Incubatio Project of Qingdao: Research on Depth Fractional Variational Image Enhancement Technology Based on Illumination Model and Its Application (No. 2020-88), December 2020-December 2022, 200,000 RMB. 2020 • The National Key Research and Development Program of China：Study on key materials and mechanism of intelligent fluid for enhanced oil recovery（No. 2019YFA0708700）Project 4：Micro seepage law and high efficiency displacement mechanism of super saturated intelligent fluid，June，2020-May, 2025, 1,100,000 RMB. • The Major Scientific and Technological Projects of China National Petroleum Corporation (CNPC)：Combined Physical Model and Neural Networks based Interpretable Reservoir Connectivity Study (No. ZD2019-183-008), May, 2020-June, 2023, 500,000 RMB. 2019 • The Fund for International Cooperation and Exchange：International Cooperation in Science and Technology Base on Computational Intelligence with Big Data，January,2019-December,2019, 100,000 RMB. 2018 • The Natural Science Foundation of Shandong Province: Design and Convergence of Gradient Class Algorithms for Fractional Complex Value Neural Networks (No. ZR2018MF004),March,2018-June,2021, 120,000 RMB. • The Fundamental Research Funds for the Central Universities: Fractional order dynamic model for enhanced production by CO2 injection in shale gas reservoirs, January,2018 - Decembe,2021. • The Fund for International Cooperation and Exchange：International Cooperation Base for Cross-Media Big Data Analysis and Application，January,2018-January,2021. 2017 • The Fund for International Cooperation and Exchange：High-end Intelligent Intelligent Information Processing Plan for Large Data，January,2017-December,2017. 2016 • The Fund for International Cooperation and Exchange: Research and Practice on the Teaching Mode of Information Computing Course in English, January,2016-December,2016. 2015 • The Fundamental Research Funds for the Central Universities：Research and Analysis of Over-limit Learning Machine Model for Deep Water Drilling Safety AssessmentNo.15CX05053A,September,2015-September,2018. 2014 • the National Natural Science Foundation of China: Design of Fault Tolerant Learning Algorithms for Feedforward Neural Networks and Study of Deterministic Convergence, No.61305075,January,2014 - December,2016. • The Specialized Research Fund for the Doctoral Program of Higher Education of China: Design of Fault Tolerant Learning Algorithms for Neural Networks and Study of Deterministic Convergence，January,2014 - December,2016. 2013 • The Natural Science Foundation of Shandong Province: Design and Theoretical Study of L1/2 Regularization Method in Neural Networks, No.ZR2013FQ004, October,2013-October,2016. • The Fundamental Research Funds for the Central Universities: Application and Analysis of L1/2 Regularization Method in Neural Networks, No.13CX02009A, January,2013-December,2014. 2012 • The China Postdoctoral Science Foundation: Convergence Analysis of Feedforward Neural Network Based on L1/2 Regularization Method, No.2012M520624, October,2012-October,2014.
◎Honors and Awards
1. Natural Science Academic Achievement Award of Liaoning Province, 2012; 2. Distinguished Ph.D graduates Award, Liaoning Province, 2012； 3. Natural Science Academic Achievement Award of Liaoning Province, 2013; 4. Pengcheng Ding, Kang Ma, Shanglin Liang, Mathematical Contest In Modeling Certificate of Achievement, Faculty Advisor, 2013; 5. “Top Talent Project Plan”, China University of Petroleum (East China), 2014; 6. “Outstanding Talents Plan” of Qingdao, 2014; 7. Distinguished Teacher Award, China University of Petroleum (East China), 2015; 8. Tiangao Zhou, Xiangyu Wang, Yifei Hua, China Undergraduate Mathematical Contest in Modeling, Faculty Advisor, 2018; 9. Tianqi Li, Shandong Undergraduate Mathematical Contest, Faculty Advisor, 2019; 10. Bingjie Zhang, Design and Analysis of Conjugate Neural Network Algorithm Based on Generalized Armijo Line Search, Excellent Master's Thesis of Shandong Province, Faculty Advisor, 2020; 11. Outstanding Service Award to《IEEE Transactions on Neural Networks and Learning Systems》,2020. 12. Xuetao Xie, Design and Analysis of Neural Network Structure Optimization Learning Model Based on L1 Regularization, Excellent Master's Thesis of Shandong Province, Faculty Advisor, 2021; 13. Jianing Cao, Shandong Undergraduate Mathematical Contest, Faculty Advisor, 2021; 14. Senior Member, The Institute of Electrical and Electronics Engineering (IEEE), 2021; 15. Xiangyu Wang, Design of competitive particle swarm optimizer and construction of sparse optimization operator for large-scale multi-objective problems, Excellent Master's Thesis of China University of Petroleum (East China), Faculty Advisor, 2022.
◎Publications Website: http://cilab.sci.upc.edu.cn/7528/list.htm
◎Professional Service
2019.01-present Shandong Mathematical Society, Council Member;
2021.01-present Shandong Provincial Energy Industry Big Data Development and Innovation Laboratory, Deputy Director; 2021.09-present Bitu (Qingdao) Technology Co., Ltd, Chief Scientist; 2022.10-present Qingdao Intelligent Vehicle Testing Scene Application Laboratory, Director; 2022.11-present Qingdao Key Laboratory of Industrial Artificial Intelligence, Director; 2022.11-present Qingdao West Coast New Area Industrial Chain High Quality Development Consultation, Consultant; 2022.11-present Professor Committee, College of Science, Chairman
◎Associate Editor and Editorial Board Member
2014.03-present, Journal of Applied Computer Science Methods; 2018.01-present, IEEE Transactions on Neural Networks and Learning Systems; 2019.07-present, 聊城大学学报（自然科学版）; 2020.01-present, Neural Computing & Applications; 2021.03-present, International Journal of Machine Learning and Cybernetics; 2021.04-present, Complex & Intelligent Systems; 2021.05-present, 系统仿真技术; 2021.06-present, Computational Intelligence (Guest Editor); 2023.01-present, Information Sciences; 2023.01-present, IEEE Transactions on Emerging Topics in Computational Intelligence.
◎Services for Conferences (1) The 1st International Symposium on New Trends in Computation Intelligence, Qingdao, China, General Chair，2016； (2) The 24th International Conference on Neural Information Processing (ICONIP 2017), Guangzhou, China, Publication Chair，2017； (3) The 2nd International Symposium on New Trends in Computation Intelligence, Qingdao, China, General Chair，2018； (4) The 2019 IEEE Symposium Series on Computational Intelligence, EDACI, Xiamen, Fujian, China, Symposia Chair, 2019； (5) The 2020 IEEE Symposium Series on Computational Intelligence, EDACI, Canberra, Austrilia, Symposia Chair, 2020; (6) The 2021 IEEE Symposium Series on Computational Intelligence, EDACI, Orlando，Florida，USA, Symposia Chair, 2021; (7) The 3rd Internal Symposium on New Trends in Computational Intelligence, Qingdao, China, General Chair, 2021; Website: http://cilaben.sci.upc.edu.cn/_t1515/main.htm (8) The 2022 IEEE Symposium Series on Computational Intelligence, EDACI, Singapore, Symposia Chair, 2022; (9) The 4th Internal Symposium on New Trends in Computational Intelligence, Qingdao, China, General Chair, 2022; Website: http://ntcien.upc.edu.cn/
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