武继刚

作者: 时间:2018-03-01 点击数:

                               


武继刚  Wu Jigang      特聘教授

所属学院:

计算机学院

导师类别:

博士生导师、硕士生导师

科研方向:

移动智能计算、数据科学与云计算、

高性能体系结构、容错计算

联系方式:

asjgwucn@outlook.com

博士招生学院:

计算机学院

硕士招生学院:

计算机学院

个人简述

(300)

  1. 广东工业大学百人计划特聘教授、校学术委员会委员、博士生/硕士生导师;长期从事移动智能计算、数据科学与云计算、高性能体系结构、容错计算等领域的算法技术研究与最优化问题求解;相继在国际著名学术期刊IEEE TOCTPDSTVLSITNNLSTSMC以及学术会议上发表学术论文260余篇;为IEEE TOCTPDSTVLSITNNLSJPDCPARCOJSA等国际重要学术期刊的论文评阅人;连续主持国家级、省部级等课题十余项;在理论计算机科学领域,提出的Heap基本操作算法被图灵奖著作引用。指导的研究生获得一等以上奖学金的覆盖率高达80%,其中20余人已获得国外学术实习的经历。详见 http://hpcds.gdut.edu.cn/





学科领域

计算机软件与理论





教育背景


1997.09 - 2000.07  中国科学技术大学国家高性能计算中心(合肥)攻读计算机软件

                 与理论专业,师从于陈国良院士、获博士学位

1979.07 - 1983.07    兰州大学计算数学专业,获学士学位。





工作经历


2015.04 - 至今   广东工业大学百人计划特聘教授 博士生导师 校学术委员会委员

2009.12 - 2015.03  天津市特聘教授 天津工业大学 博士生导师 计算机学院院长

2000.10 - 2009.12  新加坡南洋理工大学计算机学院做博士后,并留校在高性能嵌

                 入式系统中心任研究员

1993.06 - 2000.10  烟台大学 讲师 副教授(破格)

1983.07 - 1993.06  兰州大学计算机系 助教 讲师





学术兼职


中国计算机学会理论计算机科学专委会常务委员;

中国人工智能学会离散计算专委会常务委员;

中国计算机学会高性能计算专业委员会委员;

中国计算机学会容错计算专业委员会委员;





主要论文









J. Wu, T. Srikanthan, G. Jiang, K. Wang. Constructing Sub-Arrays with Short Interconnects from Degradable VLSI Arrays, IEEE Transactions on Parallel and Distributed Systems, 25(4): 929-938, Apr 2014.

J. Wu, T. Srikanthan, G. Chen. Algorithmic Aspects of Hardware/Software Partitioning: One-dimensional Search Algorithms, IEEE Transactions on Computers, 59(4): 532-544, April 2010.

J. Wu, T. Srikanthan, X. Han. Preprocessing and Partial Re-Routing Techniques for Accelerating Reconfiguration of Degradable VLSI Arrays, IEEE Transactions on Very Large Scale Integration Systems,  18(2): 315-319, 2010.

J. Wu, T. Srikanthan,  X. Wang. Integrated Row and Column Re-routing for Reconfiguration of VLSI Arrays with 4-port Switches, IEEE Transactions on Computers, 56(10): 1387-1400, Oct. 2007.

J. Wu, T Srikanthan. Reconfiguration Algorithms for Power Efficient VLSI Sub-Arrays with 4-port Switches, IEEE Transactionson Computers, 55(3): 243-253, Mar 2006.

J. Wu, T Srikanthan, S. Heiko. Efficient Reconfigurable Techniques for VLSI Arrays with 6-port Switches, IEEE Transactionson VLSI Systems, 13(8): 976-979, 2005.

S. Zhan, J. Wu, N. Han, J. Wen, X. Fang. Group Low-Rank Representation based Discriminant Linear Regression, IEEE Transactions on Circuits and Systems for Video Technology, 28 Jane 2019, accepted.

L. Chen, J. Wu, X. Zhang. TARCO: Two-Stage Auction for D2D Relay Aided Computation Resource Allocation in HetNet, IEEE Transactions on Services Computing, In Press, 2018, doi: 10.1109/TSC.2018.2792024

L. Chen, J. Wu, H. Dai, X. Huang. BRAINS: Joint Bandwidth-Relay Allocation in Multi-Homing Cooperative D2D Network. IEEE Transactions on Vehicular Technology, 67(6): 5387-5398, June 2018.

S. Ren, R. Mao, J. Wu. Passivity-Based Consensus Control for Nonlinear Multi-Agent Systems with Fixed and Switching Topologies. IEEE Transactions on Network Science and Engineering, Oct, 2018, accepted.

N. Han, J. Wu, X. Fang, J. Yang, X. Li. Double Relaxed Regression for Image Classification. IEEE Transactions on Circuits and Systems for Video Technology, Sept. 6, 2018, accepted.

X. Fang, N. Han, W. Wong, S. Teng, J. Wu, S. Xie, X. Li. Flexible Affinity Matrix Learning for Unsupervised and Semi-Supervised Classification, IEEE Transactions on Neural Networks and Learning Systems, accepted, July. 26, 2018.

X. Fang, N. Han, J. Wu, Y. Xu, J. Yang, W. Wong, X. Li. Approximate Low-Rank Projection Learning for Feature Extraction, IEEE Transactions on Neural Networks and Learning Systems, 29(11): 5228-5241, 2018.

J. Wang, H. Wu, T. Huang, S. Ren, J. Wu, Passivity of Directed and Undirected Complex Dynamical Networks with Adaptive Coupling Weights, IEEE Transactions on Neural Networks and Learning Systems, 28(8): 1827-1839, August 2017.

J. Wang, H. Wu, T. Huang, S. Ren, J. Wu, Passivity Analysis of Coupled Reaction-Diffusion Neural Networks with Dirichlet Boundary Conditions, IEEE Transactions on Systems, Man and Cybernetics: Systems, 47(8): 2148-2159, August 2017.

J. Wang, H. Wu, T. Huang, S. Ren, J. Wu. Pinning Control for Synchronization of Coupled Reaction-Diffusion Neural Networks with Directed Topologies, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 46(8): 1109-1120, 2016.

J. Wang, H. Wu, T. Huang, S. Ren, J. Wu. Analysis and Control of Output Synchronization for Directed and Undirected Complex Dynamical Networks, IEEE Transactions on Neural Networks and Learning Systems, accepted, Nov 2016.

J. Wang, H. Wu, T. Huang, S. Ren, J. Wu. Passivity and Output Synchronization of Complex Dynamical Networks with Fixed and Adaptive Coupling Strength, IEEE Transactions on Neural Networks and Learning Systems, accepted, Nov 2016. Online published, Doi: 10.1109/TNNLS.2016.2627083.

G. Jiang, J. Wu, Y. Wang, Y. Ha, J. Sun. Reconfiguring Three-dimensional Processor Arrays for Fault-tolerance: Hardness and Heuristic Algorithms. IEEE Transactions on Computers, 64(10): 2926-2939, Oct 2015.

W. Shi, J. Wu, G. Jigang, S. Lam. Multiple-choice Hardware/Software Partitioning for Tree Task-graph on MPSoC, The Computer Journal, Aug 2018, accepted.

S. Zhan, J. Wu, N. Han, J. Wen, X. Fang. Unsupervised Feature Extraction by Low-rank and Sparsity Preserving Embedding Learning Systems. Neural Networks, Oct. 2018, accepted.CCF B类)

N. Han, J. Wu, Y. Liang, X. Fang, W. Wong, S. Teng. Low-rank and Sparse Embedding for Dimensionality Reduction. Neural Networks, accepted, Aug. 2018.

J. Li, J. Wu, L. Chen. Blockchain-Based Security Architecture for Distributed Cloud Storage, Information Science, 465(10): 219-231, Oct 2018.

S. Ren, J. Wu, P. Wei. Passivity and Pinning Passivity of Coupled Delayed Reaction-Diffusion Neural Networks with Dirichlet Boundary Conditions, Neural Processing Letters, 45(3), 869-885, June 2017.

S. Ren, J. Wu, B. Xu. Passivity and Pinning Passivity of Complex Dynamical Networks with Spatial Diffusion Coupling, Neurocomputing, 227: 3-9, 2017.

L. Fei, S. Teng, J. Wu. Enhanced Minutiae Extraction for High-Resolution Palmprint Recognition, International Journal of Image and Graphics, 17(4): 00534, 2017.

J. Wu, L. Chen, X. Wang, G. Jiang, S.Lam, T Srikanthan. Algorithms for Replica Placement and Update in Tree Network, The Computer Journal, 61(2): 293-287, Feb 2018.

W. Shi, J. Wu, S. Lam, T. Srikanthan. Algorithms for Bi-objective Multiple-choice Hardware/Software Partitioning, Computers & Electrical Engineering, 50: 127-142, 2016.

R. Hou, J. Wu, Y. Chen, H. Zhang. Note on Edge-Colored Graphs for Networks with Homogeneous Faults, The Computer Journal, 59(10): 1470-1478, 2016.

G. Jiang, J. Wu, S. K. Lam, T. Srikanthan, J. Sun. Algorithmic Aspects of Graph Reduction for Hardware/Software Partitioning, Journal of Supercomputing, 71(6): 2251-2274, June 2015. (CCF C)

G. Jiang, J. Wu, J. Sun. Efficient Reconfiguration Algorithms for Communication-Aware Three Dimensional Processor Arrays, Parallel Computing, 39(9): 490-503, 2013.

J. Wu, P. Wang, S. K. Lam, T. Srikanthan. Efficient Heuristic and Tabu Search for Hardware/Software Partitioning, Journal of Supercomputing, 66(1): 118-134, 2013.

J. Wu, X. Han. Tight Upper Bound for Accelerating Reconfiguration of VLSI Arrays, Journal of Circuits, Systems and Computers (JCSC), 24(7): 1-10, 2015.

G. Jiang, J. Wu, J. Sun, Y. Gao. Flexible Rerouting Schemes for Reconfiguration of Multiprocessor Arrays, Journal of Parallel and Distributed Computing, 74(10): 3026-3036, 2014.

R. Hou, J. Wu, Y. Chen, H. Zhang, X. Sui. Constructing Edge-Colored Graph for Heterogeneous Networks, Journal of Computer Science and Technology, 30(5): 1154-1160, Sept. 2015.

G. Jiang, J. Wu, S. K. Lam, T. Srikanthan, J. Sun. Algorithmic Aspects of Graph Reduction for Hardware/Software Partitioning, Journal of Supercomputing, 71(6), pp.2251-2274, June 2015.

J. Wu, G. Jiang, Y. Shen, S-K Lam, J. Sun, T. Srikanthan. Parallel Reconfiguration Algorithms for Mesh-connected Processor Arrays, Journal of Supercomputing, 69(2): 610-628, Jan. 2014.

J. Wu, Y. Zhu, Z. Niu, T Srikanthan. Constructing Low Temperature sub-arrays on Reconfigurable VLSI arrays, Journal of Circuits, Systems, and Computers, 23(5): 1-18, 2014.

Y. Li, J. Feng, L. Meng, J. Wu. Sparse Representation Shape Models, Journal of Mathematical Imaging and Vision, 48(1): 83-91, 2014.

L. Sun, J. Wu. Schedule, control co-design for networked control systems with bandwidth constraints, Journal of the Franklin Institute, 351(2): 1042-1056, 2014.

Y. Li, M. Li, J. Feng, J. Wu. Downsampling Sparse Representation and Discriminant Information Dided Occluded Face Recognition, Science China (Information Sciences), 57(3): 1-8, 2014.

P. Liu, J. Wu, Y. Wang. Hybrid Algorithms for Hardware/Software Partitioning and Scheduling on Reconfigurable Devices, Mathematical and Computer Modelling, 58(1-2): 409-420, July 2013.

Z. Wang, Y. Wang, M. Ma, J. Wu. Efficient Localization for Mobile Sensor Networks Based on Constraint Rules Optimized Monte Carlo Method, Computer Networks, 57(14): 2788-2801, 2013.

G. Song, L. Yang, J. Wu, J. Schormans. A Performance Evaluation of Cellular / WLAN Integrated Networks, Frontier of Computer Science, 7(4): 486-495, 2013.

A. K. Singh, A. Kumar, J. Wu T. Srikanthan. CADSE: Communication Aware Design Space Exploration for Efficient Run-time MPSoC Management, Frontier of Computer Science, 7(3): 416-430, 2013.

Y.  Liu, F. Nie, J. Wu, L. Chen. Efficient Semi-supervised Feature Selection with Noise Insensitive Trace Ratio Criterion, Neurocomputing, 10(5): 12-18, April 1, 2013.

J. Wu, Q. Sun, T Srikanthan. Algorithmic Aspects for Multiple-choice Hardware /Software Partitioning, Computers & Operations Research, 39(12): 3281-3292, Dec. 2012

Z. Wang, M. Ma, J. Wu. Securing Wireless Mesh Networks in a Unified Security Framework with Corruption-Resilience, Computer Networks, 56(12): 2981-2993, Aug. 2012

G. Song, J. Wu, J. Schormans, L. Cuthbert. Erlang Fixed Point Approximation for Performance Analysis of HetNets, Journal of Applied Mathematics, 2012: 1-13, 2012.

T. Li, J. Wu, Y. Deng, T. Srikanthan, X. Lu. Accelerating Identification of Custom Instructions for Extensible Processors. IET Circuits, Devices & Systems, 5(1): 21-32, Jan. 2011.

T. Li, J. Wu, S. K. Lam, T. Srikanthan, X. Lu. Selecting Profitable Custom Instructions for Reconfigurable Processors, Journal of Systems Architecture, 56(7): 340-351, July 2010.

J. Wu, T. Srikanthan, T. Lei. Efficient Heuristic Algorithms for Path-Based Hardware/Software Partitioning, Mathematical and Computer Modelling, 51(7-8): 974-984, April 2010.

A. K. Singh, T. Srikanthan, A. Kumar, J. Wu. Heuristics for Communication-aware Run-time Task Mapping on NoC-Based MPSoC Platforms, Journal of Systems Architecture, 56(7): 242-255, July 2010.

J. Wu, T. Srikanthan, K. Wang. Minimizing Interconnect Length on Reconfigurable Meshes, Frontier of Computer Science in China, 3(3): 315-321, Aug. 2009.

J. Wu, T. Srikanthan, T. Jiao. Algorithmic Aspects for Functional Partitioning and Scheduling in Hardware/Software Co-Design, Design Automation for Embedded Systems, 12(4): 345-375, Dec. 2008.

J. Wu, T Srikanthan, C. Yan. Algorithmic Aspects for Power-Efficient Hardware/Software Partitioning, Mathematics and Computers in Simulation.79(4): 1204-1215, Dec. 2008.

J. Wu, T. Srikanthan, G. Zou. New Model and Algorithm for Hardware/Software Partitioning, Journal of Computer Science & Technology, 23(4): 644-651, July 2008.

J. Wu, T Srikanthan. Low-Complex Dynamic Programming Algorithm for Hardware / Software Partitioning, Information Processing Letters, 98(2): 41-46, 2006.

J. Wu, T Srikanthan. An Efficient Algorithm for the Collapsing Knapsack Problem, Information Sciences, 176(12): 1739-1751, June 2006.



科研项目


国家自然科学基金 “片上网络高性能可重构设计与任务分配技术”61672171

主持

国家重点研发计划 “数据科学的若干理论”(2018YFB1003201),主持子课题

国家自然科学基金“可重构环境下软硬件协同设计算法研究”(61173032),

主持

国家自然科学基金“容错处理器网格的高效重构技术”(60970016),主持

广东省自然科学基金(重点)“端云结合的多智能体协同计算关键技术研究”

2018B030311007),主持

广东省普通高校省级重大科研项目“云环境中类脑机器人网络关键计算技术”

2016KZDXM052),主持

广东省科技计划应用专项(重点)“自主可控的安全金融服务终端研发及产业化”

2015B010129014),主持

计算机科学国家重点实验室“软硬件协同设计的计算模型与算法”

SYSKF1109),主持

教育部博士点基金“多处理器阵列拓扑重构及定制技术”(20131201110002),

主持

计算机体系结构国家重点实验室“可重构多处理器片上网络容错算法研究”

CARCH201303),主持

计算机科学国家重点实验室“软硬件协同设计的鲁棒优化算法研究”

SYSKF1304),主持 

本科

教学

  算法设计与分析







地址:广州市番禺区广州大学城外环西路100号广东工业大学行政楼325    邮编:510006

电话:020-39322722    邮箱:yzb@gdut.edu.cn