职 称: 副教授

学 位:博士

邮 箱:ydli@bjtu.edu.cn

办公电话:

个人主页: faculty.bjtu.edu.cn/8408/

1982年生,籍贯山西,博士、副教授、博士生导师,现任北京交通大学计算机与信息技术学院副院长、SAP大学能力中心(中国)执行主任。2003年本科毕业于北京交通大学信息与通信工程系。2006年和2011年在澳大利亚阿德莱德大学计算机系分别获得硕士和博士学位。他的研究方向主要在隐私保护与信息安全、数据挖掘与社会网络分析、云计算与物联网、并行与分布式计算、智能交通等。已在国际主要学术期刊(包括IEEE Trans. on Information Forensics & Security、IEEE Trans. on Intelligent Transportation Systems等)和会议上发表学术论文50 余篇。曾主持包括国家自然科学基金、国家重点实验室开放课题在内的6项省部级以上纵向科研项目及军工项目。并参与包括国家自然科学基金面上、国家重点实验室自由课题、教育部创新团队、北京自然科学基金、基本科研业务费专项等在内的15项科研项目。曾担任多个国际会议的程序委员会主席、分会主席、程序委员会委员,包括NFOSCALE2009、WAC2008、SAC2008、PDCAT2010、PDCAT2011、DANTH2013、PAKDD2013、PAAP2014、ICDM2013、IIH-MSP2014、PAKDD2016等。

隐私保护与信息安全、数据挖掘与社会网络分析、云计算与物联网、并行与分布式计算、智能交通等。

代表性论文:

近年主要发表论文(期刊):

Yidong Li, Hong Shen, Congyan Lang and Hairong Dong. Practical Anonymity Models On Protecting Private Weighted Graphs. Neurocomputing, vol. 218, pp.359-370, 2016. (A3, IF: 2.392)

Yidong Li and Dewang Chen. A learning-based comprehensive evaluation model for traffic data quality in intelligent transportation systems. Multimedia Tools And Applications, vol. 75, no. 19, pp. 11683–11698, October 2016. (A3, IF:1.331)

Yidong Li, Hong Shen. On Identity Disclosure Control for Hypergraph-based Data Publishing. IEEE Transactions on Information Forensics & Security, vol. 8, no. 8, pp.1384-1396, August 2013. ( IF: 1.895, A2区)

Yuechuan Li, Yidong Li and Guandong Xu. Protecting Private Geosocial Networks Against Practical Hybrid Attacks With Heterogeneous Information. Neurocomputing, vol.210, pp.81-90, 2016. (A3, IF: 2.392)

Jiateng Yin, Dewang Chen, Yidong Li. Smart Train Operation Algorithms based on Expert Knowledge and Ensemble CART for The Electric Locomotive. Knowledge Based Systems 92: 78-91, 2016. (A2, IF:2.947 )

Ping He, Hong Shen, Yidong Li. Tree-based data retrieval algorithm for multi-item request with deadline in wireless networks. Peer-to-Peer Networking and Applications 9(1): 92-107, 2016. (A4, IF:0.632)

Dewang Chen, Rong Chen, Yidong Li and Tao Tang. Online-learning Algorithms for Train Automatic Stop Control at Station Using Precise Location Information of Balises. IEEE Transactions on Intelligent Transportation Systems, vol.PP, no.99, pp.1-10, June 2013. (IF: 3.064,A1区)

Jun Wu, Hong Shen, Yidong Li, Zhi-Bo Xiao, Ming-Yu Lu, Chun-Li Wang, Learning a Hybrid Similarity Measure for Image Retrieval. Pattern Recognition, vol. 46, no. 11, pp. 2927-2939, 2013. (IF: 2.600,A2区)

Ping He, Hong Shen, Longkun Guo, Yidong Li. Efficient data retrieval algorithms for multiple requests in MIMO wireless networks. International Journal of Communication Systems, 2014, DOI: 10.1002/dac.2917. (IF: 1.106)

Aysha Al-Hinai, Haibo Zhang, Yawen Chen, Yidong Li. TB-SnW: Trust-based Spray-and-Wait routing for delay-tolerant networks. The Journal of Supercomputing 69(2):593-609, January 2014.(SCI)

Chang Yang, Chengyin Liu, Ning Wu, Xiang Wu, Yidong Li, Zhiying Wang. Collaborative representation with reduced residual for face recognition. Neural Computing and Applications 25(7-8): 1741-1754, 2014. (SCI)

近年主要发表论文(会议):

Yidong Li, Xiangjun Meng, Hairong Dong. A Simulated Annealing Combined Genetic Algorithm for Virtual Machine Migration in Cloud Datacenters. The 14th IEEE International Conference on Pervasive Intelligent and Computing (PICom 2016). August 8-12, 2016, Auckland, New Zealand. (EI)

Yidong Li, Yumeng A, Huifang Li, Hairong Dong. Anonymity-based Data Publishing for Preserving Customer Privacy in Railway Systems. IEEE International Conference on Intelligent Rail Transportation (ICIRT2016), August 23-25, 2016, Birmingham, UK. (EI)

Yidong Li and Hong Shen. Towards identity disclosure control in private hypergraph publishing. The 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’12), May 29 – June 1, 2012. Kuala Lumpur, Malaysia.

Yidong Li and Hong Shen. Anonymizing graphs against weight-based attacks with community preservation. International Journal on Computer Science and Engineering (JCSE), vol.5, no.3, pp.197-209, 2011.

Yidong Li and Hong Shen. Identity disclosure on hypergraph clustering. Workshop on the 11th IEEE International Conference on Data Mining (ICDMW’11). December 11-14, 2011. Vancouver, Canada.

Yidong Li and Hong Shen. Anonymizing hypergraphs with community preservation. The 12th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT’11). October 20-22, 2011, Gwangju, South Korea.

Yidong Li and Hong Shen. Anonymizing graphs against weight-based attacks. Workshop on The 10th IEEE International Conference on Data Mining (ICDMW’10). December 14-17, 2010. Sydney, Australia.

Yidong Li and Hong Shen. On identity disclosure in weighted graphs. The 11th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT’10). December 8-11, 2010, Wuhan, China.

Yidong Li and Hong Shen. Multivariate equi-width data swapping for private data publication. The 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’10), pp 209-215. June 21-24, 2010. Hyderabad, India.

Peng Liu, Yidong Li, Yingpeng Sang and Ji Zhang. Anonymity-based Privacy Preserving Network Data Publication. The 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom2016). August 23-26, 2016, Tianjin, China. (EI)

Wenjin Lei, Yidong Li and Yingpeng Sang. A Secure Anonymous Authentication Scheme for Electronic Medical Records Systems. The 13th IEEE International Conference on e-Business Engineering (ICEBE2016). November 4-6, 2016, Macau, China. (EI)

Shugeng Ding, Yidong Li, Jianhui Zhang, Liang Chen, Zhen Wang, Qunqun Xu. An Efficient and Privacy-Preserving Ranked Fuzzy Keywords Search over Encrypted Cloud Data. The 3rd International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC2016). November 10-13, 2016, Durham, USA. (EI)

Yaxin Hou, Cong Ma and Yidong Li. Research on Fire Risk Factors of Cotton in Railway Transportation. The 3rd International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC2016). November 10-13, 2016, Durham, USA. (EI)

Shigen Gao, Hairong Dong, Bin Ning and Yidong Li. Composite PI-like Adaptive Dynamic Surface Control for Interval Coordination of Multiple Trains. The 12th IEEE International Conference on Control & Automation (ICCA2016). June 1-3, 2016, Kathmandu, Nepal. (EI)

Shigen Gao, Hairong Dong, Bin Ning and Yidong Li. Adaptive Fault-Tolerant Control of Power-Distributed Trains with Partial Ineffective and Loss-Effective Actuators. Proceedings of the IEEE International Conference on Information and Automation. August 2016, Ningbo, China. (EI)

Dandan Chu, Yidong Li, Tao Wang, Hong Shen. Practical Anonymization for Protecting Privacy in Combinatorial Maps. The 15th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT’14). December 16-18, 2014, Hong Kong.

Longkun Guo, Nianchen, Zou, Yidong Li. Approximating the Shallow-Light Steiner Tree Problem When Cost and Delay are Linearly Dependent. The 6th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP’14), pp. 172-177, July 2014, Beijing, China.

Wu Jun, Yidong Li and Hong Shen. A Self-Tuning Manifold Ranking Based Image Retrieval Scheme with Hybrid Active Learning. Accepted by the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’13), April 14-17, 2013, Gold Coast, Australia.

Ding Ding, Yidong Li, Lihua Ai and Siwei Luo. An Adaptive Resource Scheduling Mechanism based on User Behavior Feedback in Cloud Computing. The 13th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT’12). December 14-16, 2012, Beijing, China.

Rui Chen, Yidong Li, Yingpeng Sang, Hong Shen, Hui Tian and Yanbo Wu. On Robust Multicast in Multi-Channel Multi-Radio Wireless Mesh Networks. The 13th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT’12). December 14-16, 2012, Beijing, China.


代表性著作:

科研项目:

近年主持/参与的科研项目:

高速列车在途安全监测中的智能数据处理关键技术研究(国家自然科学基金面上项目,#61672088,主持)

面向城市轨道交通安全监测的大数据分析方法研究(中央高校基本科研业务费自由项目,#2016JBM022,主持)

面向云服务数据发布的结构匿名化隐私保护机制研究(国家自然科学基金青年科学基金项目,#61300175,主持)

城市轨道交通中列车进站时基于定位信息的智能停车新方法研究(国家重点实验室开放课题,#RS2012K011,主持)

云环境下基于匿名技术的隐私保护新方法研究(中央高校基本科研业务费自由项目,#2012JBM035,主持)

云环境下高效视频共享和网络传输(国家自然科学基金面上项目,#61170232,参与,排名第4)

基于密码学技术的隐私保护多方资源共享(北京市自然科学基金面上项目,#4122056,参与,排名第2)

高速铁路安全监控中的智慧化数据处理机制研究(中央高校基本科研业务费专项,#2012JBZ017,参与,排名第3)

面向城市轨道交通安全监测的智能数据分析方法研究 (国家重点实验室自由探索项目,参与,#RCS2011ZT009,排名第3)

面向轨道交通安全监测的海量异构数据分析与决策机制研究(国家重点实验室自由探索项目,#RCS2012ZT011,参与,排名第4)

基于K匿名方法的云客户端身份保护研究(北京交通大学校科技基金项目,主持)

在秘密世界中的网络管理(澳大利亚国家科学基金探索项目,ARC DP grant #DP0985063,主要参与人)


获奖情况:

北京交通大学“五四奖章”(2016)

北京交通大学优秀主讲教师(2015)

北京交通大学教学基本功大赛一等奖(2014)

握奇奖教金(2013)

PDCAT杰出服务贡献奖 (2012)

优秀班主任(2012)

None
院内链接: 高速铁路网络管理研究中心 交通数据分析与挖掘实验室 信息安全系 信息科学研究所 计算机实验教学中心 基础教学基地 网络科学与智能系统研究所 信息通信网络研究所

北京交通大学计算机与信息技术学院

地址:北京市海淀区上园村3号北京交通大学第九教学楼 邮编:100044

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