【个人简介】
林智勇，男，1977年生，博士，教授，硕士生导师。广东省计算机协会计算智能专业委员会委员，广东省自然科学基金评审专家，广东省科技咨询专家，广州市科技和信息化局专家。2009年博士毕业于华南理工大学计算机科学与工程学院，分别于2010年和2012年在香港浸会大学计算机科学系从事访问学者和博士后科研工作。主要从事智能计算、机器学习、认知无线电网络等领域的算法设计与应用研究工作。主持完成国家自然科学基金、广东省自然科学基金和广东省教育厅项目各一项。发表论文30多篇，获授权美国专利1项，部分论文发表在IEEE会刊（TPDS, TMC, TC, CL）、Information Sciences、Information and Software Technology、Soft Computing、计算机学报、中国科学以及INFOCOM、ICC、GLOBECOM、CEC等权威期刊和会议上。担任IEEE Trans. on Mobile Computing、IEEE Communications Letters、IEEE Trans. on Vehicular Technology和IEEE Internet of Things Journal等期刊的匿名审稿人，担任The 17th Asia-Pacific Web Conference (APWeb 2015)程序委员会委员。
【教育背景】
2005-2009：华南理工大学，“计算机应用技术”专业，工学博士学位
1999-2002：华南理工大学，“应用数学”专业，理学硕士学位
1995-1999：华南理工大学，“应用数学”专业，理学学士学位
【工作经历】
2002-至今：广东技术师范学院计算机科学学院，担任专职教师，从事教学科研工作。
【学科领域】
主要从事智能计算、机器学习、认知无线电网络等领域的算法设计和分析研究。
【主讲课程】
《C程序设计》、《数据结构》、《算法设计训练》、《网络通信程序设计》、《系统建模与仿真》
【项目课题】
1. 林智勇. 异质信道盲会合算法，国家自然科学基金青年基金项目，22万元，2013.01-2015-12，主持
2. 林智勇. 认知无线电网络中的rendezvous（会合）问题研究，广东省自然科学基金项目，3万元，2011.10-2013.10，主持
3. 林智勇. 基于核方法的不平衡数据分类研究，广东高校优秀青年创新人才培育项目，4万元，2009.01-2010.12，主持
4. 林智勇. 进化规划算法的计算时间难题研究，国家自然科学基金青年基金项目，7万元，2011.01-2011.12，第1参与人
5. 林智勇. 软件成本估算的机器学习模型，广东省自然科学基金项目，2015.08-2018.08，10万，第1参与人
6. 林智勇. 数位神经网络的性态研究、控制及数值计算，广东省自然科学基金项目，2009.10-2011.10，3万，第4参与人
7. 林智勇.基于知识关联和认知风格的慕课内容挖掘系统及应用，广州市产学研协同创新重大专项，2017.05-2019.05，100万，第2参与人
【获奖荣誉】
获广东省“千百十”校级培养对象（第6批）、广东技术师范学院骨干青年教师（第1批）、先进工作者、大学生课外科技活动优秀指导教师、课堂教学质量优秀教师等荣誉称号。2016年获广东省科学技术奖励一等奖。
【主要成果】
一、智能计算与机器学习
1. Yushan Zhang, Han Huang,Zhiyong Lin, Zhifeng Hao, Guiwu Hu. Running-time analysis of evolutionary programming based on Lebesgue measure of searching space.Neural Computing and Applications, 2016, doi:10.1007/s00521-016-2651-7.
2. Han Huang, Shujin Ye, Zhun Fan,Zhiyong Lin, Liang Lv, Zhifeng Hao. Evolutionary programming with a simulated-conformist mutation strategy.Soft Computing, 2016, doi:10.1007/s00500-016-2365-x.
3. 张宇山,郝志峰,黄翰,林智勇.进化算法首达时间分析的停时理论模型.计算机学报, vol. 38, no. 8, pp. 1582-1592, 2015.
4. 马震远,叶树锦,林智勇,梁钰彬,黄翰.基于Memetic框架和改进DFP局部搜索的改进差分进化算法.计算机应用, vol. 10, pp. 2766-2770, 2015.
5. Xiaolan Liu, Shaohua Pan, Zhifeng Hao,Zhiyong Lin. Graph-based semi-supervised learning by mixed label propagation with a soft constraint.Information Sciences,vol.277, pp.327-337, 2014.
6. Han Huang, Weijia Lin,Zhiyong Lin, Zhifeng Hao, Andrew Lim. An evolutionary algorithm based on constraint set partitioning for nurse rostering problems.Neural Computation & Application, vol.25, pp.703–715, 2014.
7. 黄翰，徐威迪，张宇山，林智勇，郝志峰.基于平均增益模型的连续型(1+1)进化算法计算时间复杂性分析.中国科学：信息科学，vol. 44, no. 6, pp. 811-824, 2014.
8. Jianfeng Wen, Shixian Li,Zhiyong Lin, Yong Hu, Changqin Huang. Systematic Literature Review of Machine Learning Based Software Development Effort Estimation Models.Information and Software Technology, vol. 54, no. 1, pp. 41-59, 2012.
9. 黄翰,林智勇,郝志峰,张宇山,李学强.基于关系模型的进化算法收敛性分析与对比.计算机学报, vol. 34, no. 5, pp. 801-811, 2011.
10. 林智勇,郝志峰,杨晓伟.若干评价准则对不平衡数据学习影响的研究.华南理工大学学报（自然科学版）, vol.38, no.4, pp.147-155, 2010.
11. Xiaolan Liu, Zhifeng Hao, Jingao Liu,Zhiyong Lin. Fast Semi-supervised Classification Based on Bisecting Clustering. in Proceedings of the 2nd IEEE International Conference on Advanced Computer Control（ICACC 2010）, March 27-29, 2010.
12. Zhiyong Lin, Zhifeng Hao, Xiaowei Yang, Xiaolan Liu. Several SVM Ensemble Methods Integrated With Under-sampling for Imbalanced Data Learning. in Proceedings of The 5th International Conference on Advanced Data Mining and Applications (ADMA 2009), LNAI 5678, pp. 536-544, Beijing, China, August 17-19, 2009.
13. Zhiyong Lin, Zhifeng Hao, Xiaowei Yang. Evolutionary support center machine. in Proceedings of IEEE Congress on Evolutionary Computation (CEC 2008), Hong Kong, June 1-6, 2008.
14. 林智勇,郝志峰,杨晓伟.不平衡数据分类的研究现状.计算机应用研究, vol. 25, no. 2, pp. 332-336, 2008.
15. 姜允志,郝志峰,林智勇,袁淦钊.基于分块采样和遗传算法的自动多阈值图像分割.计算机辅助设计与图形学报, vol. 23, no.11, pp.1860-1868, 2011
16. Zhiyong Lin, Zhifeng Hao, Xiaowei Yang. A Fast and Efficient Algorithm for Border Extraction. in Proceedings of 2007 International Conference on Machine Learning and Cybernetics(ICMLC 2007), Hong Kong, August 19-22, 2007.
17. 林智勇.带约束集合划分问题及其求解.计算机工程与科学, vol.27, no.7, pp. 98-102, 2005.
18. 郝志峰,刘海,林智勇.矩阵式旅行商问题的最优解.计算机应用研究, vol. 20, no. 4, pp. 18-19+81, 2002.
19. 郝志峰,刘海,林智勇.改进遗传交叉算子求解TSP问题.华南理工大学学报（自然科学版）, vol. 30, no. 12, pp. 71-73, 2002.
20. 郝志峰刘海林智勇.水流启发式算法求解Euclid TSP .计算机科学, vol.7 pp.140-141, 2002.
21. 林智勇,郝志峰,刘海.基于学习的GSAT算法.华南理工大学学报（自然科学版）, vol. 30, no. 7, pp. 5-7+12, 2002.
二、认知无线电网络
1. Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, andZhiyong Lin. Adjustable Rendezvous in Multi-Radio Cognitive Radio Networks. in Proceedings of IEEE Global Communications Conference 2015 (IEEE Globecom 2015 Cognitive Radio and Wireless Networks), San Diego, CA, USA, 6-10 Dec, 2015.
2. Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu,Zhiyong Lin. Multiple Radios for Fast Rendezvous in Cognitive Radio Networks.IEEE Transactions on Mobile Computing, vol. 14, no. 9, pp. 1917-1931, 2015.
3. Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu,Zhiyong Lin. Channel-Hopping Based on Available Channel Set for Rendezvous of Cognitive Radios. in Proceedings of The International Conference on Communications (ICC 2014), Sydney, Australia, 10-14 June, 2014.
4. Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung. Enhanced Jump-Stay Rendezvous Algorithm for Cognitive Radio Networks.IEEE Communications Letters, vol.17, no.9, pp.1742-1745, 2013.
5. Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Ivan Stojmenovic. Constructing Connected-Dominating-Set with Maximum Lifetime in Cognitive Radio Networks.IEEE Transactions on Computers, 2013, DOI: 10.1109/TC.2013.77.
6. Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu,Zhiyong Lin. Multiple Radios for Effective Rendezvous in Cognitive Radio Networks. in Proceedings of The International Conference on Communications (ICC 2013), Budapest, Hungary, 9-13 June, 2013.
7. Hai Liu,Zhiyong Lin*, Xiaowen Chu, Yiu-Wing Leung. Jump-Stay Rendezvous Algorithm for Cognitive Radio Networks.IEEE Transactions on Parallel and Distributed Systems, vol. 23, no.10, pp.1867-1881, 2012.
8. Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Ivan Stojmenovic. Maximizing Lifetime of Connected-Dominating-Set in Cognitive Radio Networks. in Proceedings of The 11th Event of The Series of International Conference on Networking (IFIP Networking 2012), Prague, Czech Republic, 21-25 May. 2012.
9. Hai Liu,Zhiyong Lin, Xiaowen Chu, Yiu-Wing Leung. Taxonomy and Challenges of Rendezvous Algorithms in Cognitive Radio Networks. in Proceedings of The International Conference on Computing, Networking and Communications (ICNC 2012), Maui, Hawaii, USA, 30 Jan.-2 Feb. 2012, pp. 645-649. (Invited Position Paper)
10. Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung. Ring-Walk Rendezvous Algorithms for Cognitive Radio Networks.Ad Hoc & Sensor Wireless Networks, vol. 16, no. 4, pp. 243-271, 2012
11. Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung. Jump-Stay Based Channel-Hopping Algorithm with Guaranteed Rendezvous for Cognitive Radio Networks. in Proceedings of The 30th IEEE International Conference on Computer Communications (IEEE INFOCOM 2011), Shanghai, China, 10-15 Apr. 2011.
12. Hai Liu,Zhiyong Lin, Xiaowen Chu, Yiu-Wing Leung. Ring-Walk Based Channel-Hopping Algorithms with Guaranteed Rendezvous for Cognitive Radio Networks. in Proceedings of The 2nd IEEE International Workshop on Wireless Sensor, Actuator and Robot Networks (WiSARN2010-FALL), in conjunction with IEEE/ACM CPSCom, Hangzhou, China, 18-20 Dec. 2010. (Invited Paper).
三、教改论文
1. 林智勇. C语言案例教学之文件读写.现代计算机（专业版）, vol.12, pp. 11-15, 2014.
2. 林智勇.《线性代数》教学刍议.广东技术师范学院学报, vol. 7, pp. 142-145, 2007.
四、专利
1. Hai Liu,Zhiyong Lin, Xiaowen Chu, Yiu-Wing Leung. Method for achieving rendezvous for cognitive radio networks,United States Patent, 9252929,授权日: 2016-02-02.
【联系方式】
邮箱：zhiyong.lin@qq.com
个人主页：http://www.scholat.com/sophyca
