刘卫国
刘卫国 山东大学计算机学院教授博士生导师博导聘任时间 2012-05-011
主要研究方向包括高性能计算体系结构及编程模型、高性能算法设计与应用(涉及金融科学、生命科学、能源科学、海洋科学、图像处理、数据挖掘、科学计算等领域)、算法性能分析、大数据处理、云计算等一系列高性能计算领域的热点问题。
基本信息
- 中文名
刘卫国
- 国籍
中国
- 出生日期
1975年9月
人物简介
1994年进入西安交通大学并获得学士和硕士学位,2007年在新加坡南洋理工大学获得博士学位。2005年至2007年在南洋理工大学计算机工程学院任助理研究员,2007年至2010年被授予李光耀博士后研究员,2010年至2012年在南洋理工大学弗劳恩霍夫交互式数字媒体中心任研究员、项目负责人,2012年加入山东大学计算机学院任教。1
主要成就
主持并完成了李光耀博士后研究项目(LKY Post-doctoral Fellow Research Project)一项,参与新加坡科技研究局(A*STAR)和美国NVIDIA公司的科研项目各一项。1
曾被授予李光耀博士后(Lee Kuan Yew Post-doctoral Fellowship)奖并两次获得德国Fraunhofer IGD的最佳论文一等奖。1
出版物章节1
1. H. Shi, W. Liu, B. Schmidt: CUDA-EC: CUDA Error Correction Method for High-Throughput Short-Read Sequencing Data, in Bioinformatics: High Performance Parallel Computer Architectures, Taylor & Francis/CRC Press, 2010.2. B. Schmidt, C. Chen, W. Liu, W. Mitchell: PheGee@Home: A Grid-based Tool for Comparative Genomics, in Handbook of Research on Computational Grid Technologies for Life Sciences, Biomedicine and Healthcare, IGI Global, 2008.3. B. Schmidt, CX. Chen, W. Liu: Hierarchical Grid Computing for High Performance Bioinformatics, in Grid Computing for Bioinformatics and Computational Biology, John Wiley & Sons, 2007.期刊1. H. Shi, B. Schmidt, W. Liu, and W. Müller-Wittig: Parallel Mutual Information Estimation for Inferring Gene Regulatory Networks on GPUs, BMC Research Notes, DOI:10.1186/1756-0500-4-1892. W. Liu, B. Schmidt, and W. Mueller-Wittig: CUDA-BLASTP: Accelerating BLASTP on CUDA-enabled Graphics Hardware, IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 8, no. 6, pp. 1678-1684, 2011 November. (Imapct factor: 2.246)3. H. Shi, B. Schmidt, W. Liu, and W. Müller-Wittig: A Parallel Algorithm for Error Correction in High-Throughput Short-Read Data on CUDA-enabled Graphics Hardware, Journal of Computational Biology, vol. 17, no. 4, pp. 603-615, 2010. (Impact Factor: 1.694)4. Y. Liu, B. Schmidt, W. Liu, and D. Maskell: CUDA-MEME: Accelerating Motif Discovery in Biological Sequences Using CUDA-enabled Graphics Processing Units, Pattern Recognition Letters, Vol. 31, No. 14, 2170 - 2177, 2010. (Impact Factor: 1.772)5. W. Liu, B. Schmidt, G. Voss, and W. Müller-Wittig: Accelerating Molecular Dynamics Simulations using Graphics Processing Units with CUDA, Computer Physics Communications, vol. 179, pp. 634-641, 2008. (Impact Factor: 1.958)6. A. Singh, C. Chen, W. Liu, W. Mitchell, and B. Schmidt: A Hybrid Computational Grid Architecture for Comparative Genomics, IEEE Transactions on Information Technology in Biomedicine, vol. 12, no. 2, pp. 218-225, 2008. (Impact Factor: 1.694)7. W. Liu, B. Schmidt, and W. Müller-Wittig: Performance Analysis of General-Purpose Computation on Commodity Graphics Hardware: A Case Study Using Bioinformatics, The Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology, vol. 48, no. 3, pp. 209-221, 2007. (Impact Factor: 0.732)8. W. Liu, B. Schmidt, G. Voss, and W. Müller-Wittig: Streaming Algorithms for Biological Sequence Alignment on GPUs, IEEE Transactions on Parallel and Distributed Systems, vol. 18, no. 9, pp. 1270-1281, 2007. (Impact Factor: 1.733)9. W. Liu, B. Schmidt, Parallel Pattern-based Systems for Computational Biology: A Case Study, IEEE Transactions on Parallel and Distributed Systems, vol. 17, no. 8, pp. 750-763, August 2006. (Impact Factor: 1.733)10. W. Liu, B., Schmidt, Mapping of Hierarchical Parallel Genetic Algorithms for Protein Folding onto Computational Grids, IEICE Transactions on Information and Systems, E89-D(2):589-596, February 2006. (Impact Factor: 0.396)会议1. W. Liu, B. Schmidt, Y. Liu, G. Voss, and W. Müller-Wittig: Mapping of BLASTP Algorithm onto GPU Clusters, the 17th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2011), Tainan, December 7-9, 2011.2. H. Shi, B. Schmidt, W. Liu, and W. Müller-Wittig: Quality-Score Guided Error Correction for Short-Read Sequencing Data using CUDA, The International Conference on Computational Science 2010 (ICCS 2010), Amsterdam, Netherlands, Procedia Vol. 1, No. 1, pp. 1123-1132, 2010.3. H. Shi, B. Schmidt, W. Liu, and W. Müller-Wittig: Accelerating Error Correction in High-Throughput Short-Read DNA Sequencing Data with CUDA, in Proc. 23th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2009).4. C. Chen, B. Schmidt, W. Liu, and W. Müller-Wittig, Using Graphics Hardware to Accelerate Motif Finding in DNA Sequences, Third IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB’08), LNBI, Australia, 2008. (Acceptance Rate: 30%)5. W. Liu, B. Schmidt, G. Voss, and W. Müller-Wittig: Molecular Dynamics Simulations on Commodity GPUs with CUDA, 14th Annual IEEE International Conference on High Performance Computing (HiPC 2007), LNCS 4873, pp. 185-196, Goa, India, December 18-21, 2007. (Acceptance Rate: 21%)6. M. Low, W. Liu, and B. Schmidt: A Parallel BSP Algorithm for Irregular Dynamics Programming, 7th International Symposium on Advanced Parallel Processing Technologies (APPT 2007), LNCS 4847, pp. 151-160, Guangzhou, China, 2007.7. W. Liu, B. Schmidt, and W. Müller-Wittig: Performance Predictions for General-Purpose Computation on GPUs, International Conference on Parallel Processing (ICPP 2007), Xi’an, China, September 10-14, 2007. (Acceptance Rate: 27%)8. J. Feng, S. Chakraborty, B. Schmidt, W. Liu, and U.D. Bordoloi: Fast Schedulability Analysis Using Commodity Graphics Hardware, 13th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2007), Daegu, Korea, 2007. (Acceptance Rate: 30%)9. C. Chen, A. Singh, W. Liu, W. Müller-Wittig, W. Mitchell, and B. Schmidt, Phenotype Genotype Exploration on A Desktop GPU Grid, 3rd International Workshop on Grid Computing & Applications (GCA 2007), Singapore, 2007.10. W. Liu, B. Schmidt, G. Voss, and W. Müller-Wittig: GPU-ClustalW: Using Graphics Hardware to Accelerate Multiple Sequence Alignment, 13th Annual IEEE International Conference on High Performance Computing (HiPC 2006), Bangalore, India, LNCS 4297, pp. 363-374, 2006. (Acceptance Rate: 16%)11. W. Liu, B. Schmidt, G. Voss, and W. Müller-Wittig: Bio-Sequence Database Scanning on a GPU, in Proc. 20th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2006), Rhode Island, Greece, 2006.12. W. Liu, B. Schmidt, Mapping of Hierarchical Parallel Genetic Algorithms for Protein Folding onto Computational Grids, IEEE Tencon 2005, Melbourne, Australia, 2005.13. W. Liu, B. Schmidt, A Case Study on Pattern-based Systems for High Performance Computational Biology, in Proc. 19th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2005), Denver, CO, 2005. (Acceptance Rate: 31%)14. W. Liu, B. Schmidt: A Tunable Coarse-Grained Parallel Algorithm for Irregular Dynamic Programming Applications, 11th Annual IEEE International Conference on High Performance Computing (HiPC 2004), Bangalore, India, Springer, LNCS, 2004. (Acceptance Rate: 22%)15. W. Liu, B. Schmidt, A Generic Parallel Pattern-based System for Bioinformatics, Euro-Par 2004, Pisa, Italy, LNCS, Springer, 2004. (Acceptance Rate: 35%)16. W. Liu, B. Schmidt, Parallel Design Pattern for Computational Biology and Scientific Computing, IEEE International Conference on Cluster Computing (Cluster 2003), Hong Kong, 2003. (Acceptance Rate: 29%)
参考资料
- 1导师个人简介山东大学(引用日期 2014-02-23)