李浥東,現任北京交通大學計算機與信息技術學院副院長、教授、博士生導師,SAP大學能力中心(中國)主任。2003年本科畢業于北京交通大學信息與通信工程系。2006年和2011年在澳大利亞阿德萊德大學計算機系分別獲得碩士和博士學位。研究方向主要在大數據分析與安全、人工智能、云計算與高性能計算、智能交通等。已在國際主要學術期刊(包括IEEE Trans. on Information Forensics & Security、IEEE Trans. on Intelligent Transportation Systems等)和會議上發表學術論文90余篇。曾主持/參與包括國家自然科學基金、國家“863”、教育部創新團隊、澳大利亞國家自然科學基金、國家電網、中航集團等在內的30余項科研項目。任中國計算機學會理事、杰出會員、YOCSEF副主席、大數據專家委員會委員、高性能計算專業委員會委員,中國自動化學會控制理論專業委員會副秘書長、大數據專委會委員、平行智能專委會委員。曾擔任多個國際會議的程序委員會主席、分會主席、程序委員會委員。
《Distributed Database and Data Mining》(2010),阿德萊德大學
論文/期刊
近年主要發表論文(期刊):
Yidong Li, Wenhua Liu, Yankun Jia, Hairong Dong: An Mutual Information Weighted Biclustering Algorithm for Gene Expression Data. Computer Science and Information Systems 14(3) (2017).
Huifang Li, Yidong Li, Hairong Dong: A Comprehensive Learning-Based Model for Power Load Forecasting in Smart Grid. Computing and Informatics 36(2): 470-492 (2017).
Ping He, Hong Shen, Longkun Guo, Yidong Li: Efficient Data Retrieval Algorithms for Multiple Requests In MIMO Wireless Networks. Int. J. Communication Systems 30(1) (2017).
Yidong Li, Hong Shen, Congyan Lang and Hairong Dong. Practical Anonymity Models On Protecting Private Weighted Graphs. Neurocomputing, vol. 218, pp.359-370, 2016. (A2, IF: 3.317)
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. (A2, IF: 3.317)
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:1.53)
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: 3.325)
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: 1.000)
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). (A3, IF: 1.492)
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 )
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. (A2, IF: 1.895)
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. (A1, IF: 3.064)
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. (A2, IF: 2.600)
近年主要發表論文(會議):
Huifang Li, Yidong Li: Coarse-to-fine Facial Landmarks Localization based on Convolutional Feature. Proceedings of The 4th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2017). October 16-18, 2017, Krakow, Poland. (Best Paper Awards)
Yaru Dong, Yidong Li, Wenhua Liu, Jun Wu: Unconscious Behavior Detection for Pedestrian Safety Based on Gesture Features. Proceedings of The 18th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2017). December 18-20, 2017, Taipei, Taiwan. (EI)
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.