Jianming Zhu 
Ph.D/Professor
Email: jmzhu@ucas.ac.cn
Telephone: 01088256550
Address: School of Emergency Management Science and Engineering, University of Chinese Academy of Sciences, CAS
Postcode: 100049

Research Areas

Emergency Management/Disaster Management;

Big Data Analysis and Social Computing;

Combinatorial Optimization;

Wireless Sensor Networks;

Operations Research;

Education

Visting Scholar：University of Texas at Dallas, Supervisor: Ding-Zhu Du

Ph. D. in Math.: Academy of Mathematics and System Science, Chinese Academy of Sciences, Beijing, China, 2004-2007. Supervisor: Prof. Xiaodong Hu.
M. S.   in Math.: Shandong University, Jinan, China, 2001-2004. Supervisor: Prof. Guojun Li.
B. S.   in Math.: Shandong University, Jinan, China, 1997-2001.

Experience

July, 2007- : University of Chinese Academy of Sciences, CAS.
Teaching Experience

Disaster Management;

Modern Optimization Computing Method;

Mathematics methods and its application in management;

Introduction to Systems Engineering and Engineering Management;

Project Quality Management


Honors & Distinctions

Service

Ø  TPC(Technical Program Committee) Member of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019)，ICDCS is one of top conference in computer science. The rank of ICDCS is A1.

Ø  Peer reviewer for many famous journals, such as Reliability Engineering & System Safety (the top 3 (3/145) journals), IEEE Transactions on Reliability (the top quarter (11/145) journals), IEEE Transactions on Network and Service Management (the top quarter (23/259) journals), Complexity (the top quarter (13/87) journals), IEEE Transactions on Network Science and Engineering (the top quarter (13/87) journals), Journal of Combinatorial Optimization (the top quarter (13/87) journals), Annals of Operations Research, etc. See the Publons profile https://publons.com/researcher/1632147/jianming-zhu

Ø  A peer-reviewed expert of National Natural Science Foundation of China (NSFC). Reviewed more than 75 proposals for NSFC in the past 5 years.

Honors

Ø  2018 Outstanding Reviewer Award for Chinese Journal of Management Science

Ø  2013 Excellent Course Award in University of Chinese Academy of Sciences, Introduction to Emergency Management

Ø  2010 Excellent Course Award in University of Chinese Academy of Sciences, Modern Optimization Computing Method


Publications

Publications (Journal articles)：The total citations is 1122. See Google Scholar profile https://scholar.google.com/citations?user=8l6X8VQAAAAJ&hl=en&oi=ao


  1. Ni P, Zhu J, Gao Y, et al. Minimizing the misinformation concern over social networks[J]. Information Processing & Management, 2024, 61(1): 103562.（SCI/SSCI，IF: 8.6）
  2. Ni Peikun, Zhu Jianming, Wang Guoqing. Activity-oriented Production Promotion Utility Maximization in Metaverse Social Networks[J]. IEEE/ACM Transactions on Networking, 2023: 1-15.（CCF-A）
  3. Ni Peikun, Barbara Guidi, Andrea Michienzi, Zhu Jianming. Equilibrium of Individual Concern-Critical Influence Maximization in Virtual and Real Blending Network[J], Information Sciences, 2023, 648: 119646.
  4. Peikun Ni, Jianming Zhu, Guoqing Wang. Misinformation Blocking Problem in Virtual and Real Interconversion Social Networks[J]. ACM Transactions on Knowledge Discovery from Data, 2023
  5. Jialing Dai, Jianming Zhu, Guoqing Wang. Opinion influence maximization problem in online social networks based on group polarization effect[J]. Information Sciences,Volume 609, 2022, Pages 195-214. https://authors.elsevier.com/a/1fSbf4ZQE82xD.
  6. Ni, P., Zhu, J. & Wang, G. Misinformation influence minimization by entity protection on multi-social networks. Applied Intelligence (2022). https://rdcu.be/cRhLK. https://doi.org/10.1007/s10489-022-03798-5(SCI,  IF: 5.019)

  7. Y. Li, J. Zhu, J. Jiao and Q. Zhang. Competitive Influence Minimization in Multi-Group Social Networks: An Opinion - Based Solution. IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2022.3168042. (SCI, JCR 1区, IF: 5.213, 3/106;）

  8. Jianming Zhu; Peikun Ni; Guoqing Wang; Yuan Li. Misinformation Influence Minimization Problem Based on Group Disbanded in Social Networks. Information Sciences. 2021, 572(3): 1-15.

  9. Li W Y, Zhu J M, Wang G Q. Misinformation source estimation based on the maximum reachable probability[J]. Systems Engineering --- Theory \& Practice, 2022, 42(7): 1941--1951.

  10. Zhu, Jianming, Ghosh, S., Wu, W. et al. Non-submodular Model for Group Profit Maximization Problem in Social Networks. Computational Social Networks, 8, 2 (2021). https://doi.org/10.1186/s40649-020-00085-6.
  11.  Jianming Zhu, S. Ghosh and W. Wu. Robust Rumor Blocking Problem with Uncertain Rumor Sources in Social Networks. World Wide Web, 2020. https://doi.org/10.1007/s11280-020-00841-8  (SSCI/SCI, Q1, IF:2.892, CCF-B)
  12. Jianming Zhu, Peikun, Ni, Guoqing Wang. Activity Minimization of Misinformation Influence in Online Social Network[J]. IEEE Transactions on Computational Social Systems, 2020, 7(4): 897-906.
  13.  LI Jing, WANG Guo-qing, ZHU Jian-ming, XU Kang. Investment Optimization and Resilience Enhancement of Power System under Ice Storm Disaster[J]. Chinese Journal of Management Science, 2020, 28(03): 122-131.
  14.  Jianming Zhu, Hongjun Chen, Guoqing Wang, Jun Huang. Research on the multi-task assignment of power grid emergency response with multi-team and multi-area[J]. Journal of Safety and Environment, 2020,20(05):1803-1810.
  15. XIAO Zhiwen, WANG Guoqing, ZHU Jianming, CHEN Hongjun. Method for Assessing and Constructing Power System Resilience under Emergency Events [J]. Systems Engineering - Theory & Practice, 2019, 39(10): 2637-2645. (EI)
  16. Jianming Zhu, S. Ghosh and W. Wu. Group Influence Maximization Problem in Social Networks [J]. IEEE Transactions on Computational Social Systems, 2019, 6(6): 1156-1164. (Scopus CiteScore: 4, 8/255)
  17.  Jianming Zhu, S. Ghosh, J. Zhu and W. Wu. Near-Optimal Convergent Approach for Composed Influence Maximization Problem in Social Networks. IEEE Access, 2019, 7(1): 142488-142497.
  18. Jianming ZHU, S. Liu, S. Ghosh. Model and Algorithm of Routes Planning for Emergency Relief Distribution in Disaster Management with Disaster Information Update[J]. Journal of Combinatorial Optimization, (2019) : 1-16. （SCI, IF: 0.927）
  19.  Jianming ZHU, Zhu Junlie, Ghosh Smita, et al. Social Influence Maximization in Hypergraph in Social Networks[J]. IEEE Transactions on Network Science and Engineering, 2018.
  20. Dongxue Cai, Jianming ZHU, Guoqing Wang. Hierarchical Collaborative Location and Allocation of Emergency Equipment Based on Scenario Analysis[J]. Chinese Journal of Management Science, 2017, 25(10): 72-79.
  21. Shuyue LIU, Jianming ZHU, Jun HUANG, Junhong SUN. A Two-stage Operation Model for Emergency Management Based on Information Dynamic Updating in Earthquake Rescue[J]. Chinese Journal of Management Science, 2016, 24(9): 124-132.
  22.  Jianming ZHU, Zhuojun LIU, Junhong SUN. Multi-stage Sampling method for Product Quality Safety Inspection Problem Based on Prior Information[J]. Journal of Safety Science and Technology, 2016, 12(2):163-167.
  23. Jianming ZHU. Methods of Multi-objective Decision-making for Emergency Facility Location Problem Based on Ideal Point under Failure Scenario[J]. Systems Engineering Theory & Practice, 2015, 3(3): 720-727.
  24. Tao Chen, Jun Huang, Jianming ZHU. Two-stage Robust-Stochastic Decision Model for Relief Allocation Based on Disaster Scenario Information Updata[J]. Chinese Journal of Management Science, 2015, 23(10): 67-77.
  25. Jianming ZHU, Non-linear Integer Programming Model and Algorithms for Connected p-facility Location Problem. Journal of Systems Science and Information[J], 2014, 2(5):451-460.
  26.  Wenguo Yang, Jianming ZHU, Jun Huang. Research on Reliability for High Quality and Multilevel Telecom Network Design[J]. Chinese Journal of Computer, 2014, 37(11): 2366-2373.
  27.  Jing Wang, Jianming ZHU, Haoxiong Yang. Reliable Path Selection Problem in Uncertain Traffic Network after Natural Disaster[J]. Mathematical Problems in Engineering. 2013, available online.
  28.  Min ZHANG, Jun HUANG, Jianming ZHU. Reliable facility location problem considering facility failure scenarios[J]. Kybernetes, 2012, 41(10): 1440-1461.
  29.  Jianming ZHU. Reliable Connected Facility Location Problem in Emergency Management Based on Failure Scenarios[J]. Journal of University of Electronic Science and Technology of China (Social Sciences Edition), 2012, 14(3): 44-48.
  30. Juan Liu, Jianming ZHU, Jun Huang. Multi-stage multi-objective evaluation method for the ability of the emergency resources reserve system[J]. Systems Engineering Procedia, 2012, 5:43-48.
  31. Xide Ren, Jianming ZHU, Jun Huang. Multi-period dynamic model for emergency resource dispatching problem in uncertain traffic network[J]. Systems Engineering Procedia, 2012, 5:37-42.
  32. Jing Wang, Haoxiong Yang, Jianming ZHU. A Two-stage Stochastic Programming Model for Emergency Resources Storage Region Division[J]. Systems Engineering Procedia, 2012, 5:125-130.
  33. Xujin Chen, Xiaodong Hu and Jianming ZHU, Data Gathering Schedule for Minimal Aggregation Time in Wireless Sensor Networks[J]. Journal of Distributed Sensor Networks, 2009, 5(4): 321-337.
  34. Jianming ZHU, Wenguo Yang, Jun Huang, Degang Liu, Jiye Han, Vehicle Routing for Medical Supplies with Multi-depots in Large-scale Emergencies[J]. Lecture Notes in Decision Sciences 12(A), pp: 321-326, 2009.
  35. Jianming ZHU and Xiaodong HU, Improved Algorithm for Minimum Data Aggregation Time Problem in Wireless Sensor Networks[J]. Journal of Systems Science and Complexity, 21(4), pp. 618-628, 2008.
  36. Liu D, Han J, Jianming ZHU. Vehicle Routing for Medical Supplies in Large-scale Emergencies[J]. Lecture Notes in Operations Research, 2007, 8: 412-419.

Publications (Conference publications)

  1.  Jianming Zhu, Runzhi Li, Smita Ghosh, Weili Wu. Stochastic Model for Rumor Blocking Problem in Social Networks under Rumor Source Uncertainty[C]. The 29th International Computing and Combinatorics Conference (COCOON 2023), Honolulu, Hawaii, USA, December 15-17, 2023.
  2. C. Ling, D. Cui, G. Tong and J. Zhu. On Forecasting Dynamics In Online Discussion Forums," 2021 IEEE International Conference on Multimedia and Expo (ICME), 2021, pp. 1-6, doi: 10.1109/ICME51207.2021.9428382.
  3. Zhu Jianming, Ghosh S, Wu W, et al. Profit Maximization Under Group Influence Model in Social Networks[C]//International Conference on Computational Data and Social Networks. Springer, Cham, 2019: 108-119.
  4.  Zhiwen XIAO, Guoqing WANG, Jianming ZHU. Model and Algorithm for Rescue Resource Assignment Problem in Disaster Response Based on Demand-Ability-Equipment Matching[C]. International Conference on Queueing Theory & Network Applications. Springer, Cham, 2017.
  5.  Qiang Guo, Jianming ZHU, Tao Chen, Jun Huang. Study Two-Stages Relief Supplies Distribution Problem based on Characteristics of Disaster Situation Information[C]. The seventh International Joint Conference on Computational Sciences and Optimization, 2014, 126-130.
  6.  Jianming ZHU, Jun Huang, Degang Liu. Robust p-median Model for Facility Location Problem Based on Scenario Analysis in Emergency Management[C]. 2013 International Symposium on Operations Research and its Applications (ISORA), pp: 78-81.
  7.  Qiang Guo, Jianming ZHU. Dynamic Traveling Salesman Problem with Deadline Based on Traveler's Risk Attitude[C]. 2013 International Symposium on Operations Research and its Applications (ISORA), pp: 176-181.
  8. Jianming ZHU, Jun HUANG, Degang LIU, Jiye HAN. Connected distribution center location problem under traffic network in emergency management[C]. The Fifth International Joint Conference on Computational Sciences and Optimization, 2012, 160-163.
  9.  Jianming ZHU, Degang Liu, Jun Huang, Jiye Han. Determining storage locations and capacities for Emergency Response[C]. Proceedings of the 9th International Symposium on Operations Research and its Applications (ISORA2010), Huangshan, China, 2010: 262-269.
  10. Jianming ZHU, Jun Huang, Degang Liu. Equitable Resource Allocation Problem with Multiple Depots in Emergency Management[C]. Proceedings 2010 IEEE International Conference on Emergency Management and Management Sciences, pp: 37-40.
  11. Jianming ZHU, Mingang Gao, Jun Huang, A Robust Approach to Vehicle Routing for Medical Supplies in Large-scale Emergencies[C]. International Symposium on Emergency Management 2009, pp: 535-538.
  12.  Min’gang Gao, Jianming ZHU, Hong Chi, Mingliang Qi, A facility locations and allocations model of medical supplies[C]. International Symposium on Emergency Management 2009, pp: 468-470.
  13.  Jing Wang, Jianming ZHU, Feng Tang, Jun Huang. The Coordination Analysis and Strategy for Unconventional Emergency Resources Location and Allocation[C]. International Symposium on Emergency Management 2009, pp: 531-534.
  14.  Feng Tang, Jianming ZHU, Jing Wang, Jun Huang. The Research on Relief Demand Analysis in Managing Unconventional Emergencies[C]. International Symposium on Emergency Management 2009, pp: 549-553.
  15. Jianming Zhu, Jun Huang, Degang Liu and Jiye Han, Resources Allocation Problem for Local Reserve Depots in Disaster Management Based on Scenario Analysis[C]. Proceedings of the 7th International Symposium on Operations Research and its Applications (ISORA2008), Lijiang, China. 2008: 395-407.
  16. Jianming ZHU, Weiping Shang and Xiaodong Hu, New Algorithm for Minimum Multicast Time Problem in Wireless Sensor Networks[C]. IEEE Wireless Communications and Networking Conference 2007 - Networking, Hong Kong, 2007, 1-9: 3532-3537.
  17.  Jianming ZHU, Xujin Chen and Xiaodong Hu, Minimum Multicast Time Problem in Wireless Sensor Networks[C]. Proceedings of the International Conference on Wireless Algorithms, Systems, and Applications. Springer, Berlin, Heidelberg, 2006: 490-501.
  18. Jianming ZHU, Xujin Chen and Xiaodong Hu, An Improved Approximation Algorithm for Minimum Multicast Time Problem in Wireless Sensor Networks[C]. IEEE TENCON 2006 (IEEE REGION 10 ANNUAL INTERNATIONAL CONFERENCE, PROCEEDINGS/TENCON), Hong Kong, 2006, 1-4: 315-318.
  19. Xujin Chen, Xiaodong Hu and Jianming ZHU, Minimum Data Aggregation Time Problem in Wireless Sensor Networks[C]. Proceedings of the International Conference on Mobile Ad-Hoc and Sensor Networks. Springer, Berlin, Heidelberg, 2005: 133-142.

Publications (Book chapters):

1.      Ghosh S, Jianming ZHU, Wu W. Composed Influence Maximization in Social Networks[M]//Nonlinear Combinatorial Optimization. Springer, Cham, 2019: 251-264.

2.      Jianming ZHU (2012). Supply Allocation and Vehicle Routing Problem with Multiple Depots in Large-Scale Emergencies, Emergency Management, Burak Eksioglu (Ed.), ISBN: 978-953-307-989-9, InTech.

Academic Conferences

1.        The 8th International Conference on Computational Data and Social Networks (CSoNet 2019), Ho Chi Minh City, Vietnam, November 18-20, 2019.

2.        The 14th International Symposium on Emergency Management(isem19), Wuhan, China, November 8-10, 2019.

3.        2019 POMS INTERNATIONAL CONFERENCE IN CHINA, Tianjin, China, June, 21-24, 2019

4.        Global Women in Data Science (WiDS) Conference 2018，Dallas, USA, March 5,2018.

5.        The 12th International Symposium on Emergency Management(isem17), Dalian, China, October 14-15, 2017.

6.        The 11th International Symposium on Emergency Management(isem16), Fuzhou, China, Nov. 4-6, 2016.

7.        The 10th International Symposium on Emergency Management(isem15), Beijing, China, Nov. 7-8, 2015.

8.        The 9th International Symposium on Emergency Management(isem14), Shenzhen, China, Nov. 9-11, 2014.

9.        The 12th International Symposium on Operations Research and Its Applications (ISORA2013), Huangshan, China, August 23-25, 2013.

10.    The Fifth International Joint Conference on Computational Sciences and Optimization (CSO 2012), Harbin, China, June 23-26, 2012.

11.    The 9th International Symposium on Operations Research and Its Applications (ISORA2010), Chengdu, China, August 19-22, 2010.

12.    2010 IEEE International Conference on Emergency Management and Management Sciences, Beijing, China, August 8-10, 2010.

13.    The 3rd International Symposium on Graph Theory and Combinatorial Algorithms (GTCA'2010), Beijing, China, July 1-3, 2010.

14.    The First World Congress on Global Optimization in Engineering and Science (WCGO 2009), Changsha, China, June 5-8, 2009.

15.    The 3rd International Symposium on Emergency Management(ISEM'08), Beijing, China, December 12-13, 2008.

16.    The 7th International Symposium on Operations Research and Its Applications (ISORA2008), Lijiang, China, Oct 31-Nov 3, 2008

17.    The 14th Annual International Computing and Combinatorics Conference(COCOON'08), Dalian, China, June 27-29, 2008.

18.    The 2nd International Symposium on Emergency Management(ISEM'07), Beijing, China, October 27-28, 2007.

19.    IEEE TENCON2006, Hongkong, November 14-17, 2006.


Funding

1.  Principal Investigator (1 of 1). Level: National Natural Science Foundation of China. Grant Name: Disinformation Diffusion Mechanism and Optimal Intervention Strategies under Group Effect on Online Social Community. Grant Number: 72074203. 2021.1-2024.12

2.  Principal Investigator (1 of 1). Level: National Natural Science Foundation of China. Grant Name: Models and methods of robust decision for emergency resource distribution under uncertainty. Grant Number: 71001099. 2011.1-2013.12

3.  Principal Investigator (1 of 1). Level: National Natural Science Foundation of China. Grant Name: Information Database of Emergency Resources, Models and Simulations for Emergency Resources Coordinated Allocation and Dispatching Problems. Grant Number: 91324012. 2014.1-2014.12

4.  Principal Investigator (1 of 1). Level: The China National Institute of Standardization. Grant Name: Study on the Estimation and Sampling Method of the Overall Quality Level of E-commerce Products. Grant Number: Y7530391G4. 2017.10-2018.1

5.  Principal Investigator (1 of 1). Level: National Earthquake Response Support Service. Grant Name: Empirical Formula and Path Optimization of Burial Rate for Earthquake Rescue Scenarios in Large and Medium-sized Cities. Grant Number: Y65302X1G4. 2016.12- 2017.3

6.  Principal Investigator (1 of 1). Level: The Academy of Mathematics and Systems Science of the Chinese Academy of Sciences. Grant Name: Sampling and Data Analysis of Product Quality and Safety Survey. Grant Number: Y55301W1G4. 2015.9-2015.12

7.  Principal Investigator (1 of 1). Level: Technology Company. Grant Name: Optimum Design and Simulation Analysis of Pipeline Transportation Network. Grant Number: Y3530181G4. 2013.6-2016.5

8.  Principal Investigator (1 of 1). Level: The President Fund of Graduate University of Chinese Academy of Sciences. Grant Name: Model and Method of Robust Decision-Making for Location-Routing Problem under Uncertainty. Grant Number: Y05101EY00. 2010.5-2012.4

9.  Principal Investigator (1 of 3). Level: National Natural Science Foundation of China. Grant Name: Research on the Formation Mechanism of Emergency Rescue Team Situational Awareness from the Perspective of Structural Hole. Grant Number: 71673260. 2017.1-2020.12

10.Principal Investigator (1 of 3). Level: National Natural Science Foundation of China. Grant Name: Emergency Strategy for Reliability and Resource Allocation of Communication Network in Emergency Events. Grant Number: 71171189. 2012.1-2015.12

11.Principal Investigator (1 of 3). Level: National Natural Science Foundation of China. Grant Name: Design and Coordination of Integrated Regional Resource Guarantee System for Unconventional Emergencies. Grant Number: 90924008. 2010.1-2012.12

12.Principal Investigator (1 of 3). Level: National Natural Science Foundation of China. Grant Name: Research on Algorithmic Game in Network Optimum Design. Grant Number: 10771209. 2008.1-2010.12


Students

L. Zhang; J. Wang; M. Zhang; S. Ghost;
F. Tang; X. Ren; J. Liu; Q. Guo; S. Liu; R. Wang; D. Cai; K. Xu; P. Ni; W. Li; Y. Li; J. Dai; Y. Gao; R. Li; X. Zhu; P. Sun; L. Chen; Z. Xu; M. Lei; X. Li; S. Yang;
H. Xiao; P. Lu; J. Fang; A. Yuan; P. Li; Y. Qin; Y. Bai; J. Xu; B. Li; J. Ding; H.Gao; Q. Wang; L. Jiang; B. Cheng; Y. Liu; J. Shu; Y. Jiang; X. Cao; L. San; Y. Han; Y. Shao; J. Zhong; Y. Sun; P. Li; L. Liu; K. Han; H. Wang; G. Tao; C. Zhang; J. Zhang; J. Liu; X. Fang; D. Zhao; B. Meng; J. Wu; J. Wang; C. Su; Y. Wang; T. Yu; L. Jia; Y. Xiao; W. Zhang; Y. Jing; Z. Liu; Y. Gao; R. Ren; C. Xu; Y. Wang; R. Chen; W. Chen; Y. Xie; H. Chen; J. Guo; S. Wei; X. Zheng; X. Hui; B. Xu; J. Chen; X. Hou; J. Zhang; T. Ma; J. Zhang; Q. Li; Y. Feng; M. Shen; H. Chen; Y. Wu; Y. Cao; F. Kong; H. Yan; H. Zhu; J. Zhang; M. Yang; Y. Shi; L. Hou; Y. Chen; Y. Huang; H. Chen; P. Huang; Z. Wang; W. Liu; Y. Li; G. Liu; Y. Liu; C. Fan; R. Zhang; S. Lu; C. Fan; L. Qiu; S. Song; Y. Zhang; R. Ma; M. Ma; J. Sun; P. Luan; X. Yin; Z. Huang; D. Wang; J. He; J. Guo; S. Li; W. Li; T. Shao; D. Chen;

Teaching

Disaster Management; 

Modern Optimization Computing Method; 

Mathematics methods and its application in management; 

Project Quality Management