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Faculty

Jiaquan Gao Associate Professor

Academic Area: 
High Performance Computing
Research Interests: 
  • Parallel Computing
  • High Performance Computing
  • Deep Learning
  • Data Analysis and Visualization
  • Computational Intelligence
Bio: 

Educational Background:

Visiting Scholar, Georgia Institute of Technology (2011-2012)

Visiting Scholar, McGill University (2007-2008)

PhD, Computer Software and Theory, Institute of Software, CAS (2002)

MA, Computational Mathematics, Institute of Computational Mathematics, CAS (1999)

 

Research

 

Research Projects:

 

Chinese Natural Science Foundation: Research on Adaptive Evolutionary Computation of Meta Evolution (2016-2019)

Chinese Natural Science Foundation: Research on Parallel Structure-Preserving Algorithms Based on CPU/GPU Heterogeneous Platform (2014-2017)

Zhejiang Province Public Welfare Technology Project: Interactive Analysis System of Urban Road Traffic Flow, by Zhejiang Province Department of Science and Technology (2014-2015)

Zhejiang Province Natural Science Foundation: Research on Key Techniques of Dynamic Texture Moving Object Detection (2013-2015)

Zhejiang Province Natural Science Foundation: Research on Parallel Structure-Preserving Algorithms for Electromagnetic Wave Equations (2012-2013)

863 Science and Technology Program: Rapid Visualization and Diagnosis Techniques of Earth System Model Output Data (2010-2012)

Chinese Natural Science Foundation: Fuzzy Optimization Method in Fabric Analysis (2010-2010)

 

 

Journal Articles:

 

Gao Jiaquan et al (forthcoming). Adaptive Optimization Modeling of Preconditioned Conjugate Gradient on Multi-GPUs. ACM Transactions on Parallel Computing, 2016.

Gao Jiaquan et al (forthcoming). A Multi-GPU Parallel Optimization Model for the Preconditioned Conjugate Gradient Algorithm. Parallel Computing, 2016. (SCI)

Gao Jiaquan et al (forthcoming). A Novel Multi-GPU Parallel Optimization Framework for the Sparse Matrix-Vector Multiplication. Concurrency and Computation: Practice and Experience, 2016. (SCI)

Gao Jiaquan et al (2016).  Adaptive Optimization L1-Minimization Solvers on GPU. international journal of parallel programming, DOI 10.1007/s10766-016-0430-9, 2016. (SCI)

He Guixia and Gao Jiaquan* (2016). A Novel CSR-Based Sparse Matrix-Vector Multiplication on GPUs. Mathematical Problems in Engineering, vol.2016, Article ID 8471283, pp.1-12. (SCI)

Gao Jiaquan et al (2015). A Cholesky preconditioned conjugate gradient algorithm on GPU for the 3D parabolic equation. International Journal of Computational Science and Engineering, 2015, 11(4): 339-347. (EI)

He Xianguo, Sun Guodao and Gao Jiaquan*(2014). Visual analytics of road traffic with large scale taxi GPS data. Journal of Computer-Aided Design & Computer Graphics, 2014, 26(12): 1-9. (EI)

Gao Jiaquan et al (2014). A quantum-inspired artificial immune system for the multiobjective 0–1 knapsack problem. Applied Mathematics and Computation, 2014, 230:120-137. (SCI)

Gao Jiaquan et al (2014). Research on the conjugate gradient algorithm with a modified incomplete Cholesky preconditioner on GPU. Journal of Parallel and Distributed Computing, 2014, 74(2): 2088-2098. (SCI)

Gao Jiaquan et al (2011).  A hybrid quantum-inspired immune algorithm for multiobjective optimization, Applied Mathematics and Computation, 2011, 217(9): 4754-4770. (SCI)

Gao Jiaquan et al (2010). WBMOAIS: A novel artificial immune system for multiobjective optimization. Computers & Operations Research, 2010, 37(1): 50-61. (SCI)

Gao Jiaquan(2010). A novel artificial immune system for solving multiobjective scheduling problems subject to special process constraint. Computers & Industrial Engineering, 2010, 58(4): 602-609. (SCI)

Gao Jiaquan et al (2010). A weight-based multiobjective immune algorithm: WBMOIA. Engineering Optimization. 2010, 42(8): 719-745. (SCI)

Gao Jiaquan et al (2009). A new parallel genetic algorithm for solving multiobjective scheduling problems subjected to special process constraint. International Journal of Advanced Manufacturing Technology, 2009, 43(1-2): 151-160. (SCI)

Gao Jiaquan et al (2009). New genetic algorithm for solving bi-objective scheduling problem subjected to special process constraint. Journal of System Simulation, 2009, 21(14), 4235-4237.

Gao Jiaquan (2009). Application of genetic algorithm to production scheduling problems in textile manufacturing industry. Journal of Harbin Institute of Technology, 2009, 41(6): 229-231.

Gao Jiaquan et al (2009). Comparison and analysis with classic artificial immune algorithms on performance. Computer Engineering and Applications, 2009, 45(10): 208-210.

Gao Jiaquan et al (2008). A new genetic algorithm for solving earliness/tardiness scheduling problem subjected to special process constraint. Mathematics in Practice and Theory, 2008, 38(16): 18-24.

Gao Jiaquan et al (2008). Applying a new genetic algorithm in parallel multi-machine scheduling problem. Computer Applications and Software, 2008, 25(8): 22-23+26.

Gao Jiaquan et al (2007). Design and realization of iS-WERP system based on order stream. Computer Applications and Software, 2007, 24(11): 44-46.

Gao Jiaquan et al (2007). Parallel hybrid genetic algorithm for solving production planning problems in textile enterprises. Journal of System Simulation, 2007, 19(17): 3903-3905+3926. (EI)

Gao Jiaquan et al (2007). Parallel genetic algorithm for tardiness scheduling problem with special process constraint. Computer Engineering and Applications, 2007, 43 (27) : 184-186.

Gao Jiaquan et al (2007). Parallel genetic algorithm for solving non-identical parallel multi-machine schedule problem. Computer Engineering, 2007, 33(1):198-199+203.

Gao Jiaquan et al (2007). Parallel genetic algorithm for solving parallel machine scheduling problem with different due windows. Computer Engineering and Applications, 2007, 43(2): 15-17+28.

Gao Jiaquan et al (2006). Parallel genetic algorithm for solving parallel multi-machine earliness/tardiness scheduling problems. Computer Engineering and Applications, 2006, 42(20): 10-12.

Gao Jiaquan et al (2006). Designed and automatically realized technique of query -order-summation subsystem under iS-ERP circumstances,” Computer Applications and Software, 2006, 23(7): 134-135

Gao Jiaquan et al (2006). Design and realization of supply management subsystem under iS-ERP circumstance. Computer Engineering and Design, 2006, 27(10): 1846-1849.

Gao Jiaquan et al (2006). Design and realization of iS-ERP system of B/S structure facing to textile enterprises. Computer Engineering and Applications, 2006, 42(7): 211-213+226.

Gao Jiaquan (2006). Designed technique and applications of general query subsystem based on XML. Computer Engineering and Design, 2006, 27(1): 165-168.

Gao Jiaquan (2004). A practical parallel difference scheme for parabolic equations. Journal of Computational Mathematics, 2004, 22(1): 55-60. (SCI)

Gao Jiaquan et al (2003). An unconditionally stable parallel difference scheme for parabolic equations. Applied Mathematics and Computation, 2003, 135(2-3):391-398. (SCI)

 

 

Books:

 

    Cheng Qingzhang, Bao Weibin & Gao Jiaquan (2004). Computer Network, Hangzhou: Zhejiang University Press.

 

Patents:

Gao Jiaquan et al (forthcoming). A Fast Solution Method for L1-Minimization Problems on GPU. Invention Patent, 201610116008.3.

Gao Jiaquan et al (forthcoming). Automatic Generation System Software of Parallel PCG Method Based on CUDA, Software Copyright.

    Gao Jiaquan et al (2016). Fast Face Recognition Software Based on Sparse Algorithm. Software Copyright, 2016SR110427.

 

Honors and Awards:

 

The Second Prize for Science and Technology Progresses: Modeling, Analysis and Clinical Application of Medical Image Data, by Ministry of Education, P. R. China (2014)

Excellent Teaching Quality Teachers of Zhejiang University of Technology (2014)

Prominent Teacher of Computer and Science Technology College, Zhejiang University of Technology (2014)

Outstanding Head Teacher of Computer and Science Technology College, Zhejiang University of Technology (2013)

Excellent Undergraduate Thesis Advisers of Computer and Science Technology College, Zhejiang University of Technology (2010, 2011)

Young academic leaders of Zhejiang University of Technology (2007)

    Zhejiang Province "151 Talents" Third Levels (2005)

 

 

Academic Title:

Associate Professor of Computer and Science Technology

CCF High Performance Computing Committee Member

CCF Senior Member

ACM Member

IEEE Transaction on Systems Man and Cybernetics Part B(TSMC-B), IEEE Transactions on Magnetics(TMAG), Computers & Operations Research(COR) et al Reviewer

 

Contact:

+86 13588097481

springf12@163.com

73025@njnu.edu.cn