北京交通大學(xué)計(jì)算機(jī)與信息技術(shù)學(xué)院研究生導(dǎo)師：李浥東

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基本信息

李浥東，博士、教授、副院長(zhǎng)

辦公電話：010-51684198電子郵件： ydli@bjtu.edu.cn

通訊地址：北京市海淀區(qū)上園村3號(hào)郵編：100044

教育背景

李浥東，現(xiàn)任北京交通大學(xué)計(jì)算機(jī)與信息技術(shù)學(xué)院副院長(zhǎng)、教授、博士生導(dǎo)師，SAP大學(xué)能力中心(中國(guó))主任。2003年本科畢業(yè)于北京交通大學(xué)信息與通信工程系。2006年和2011年在澳大利亞阿德萊德大學(xué)計(jì)算機(jī)系分別獲得碩士和博士學(xué)位。研究方向主要在大數(shù)據(jù)分析與安全、人工智能、云計(jì)算與高性能計(jì)算、智能交通等。已在國(guó)際主要學(xué)術(shù)期刊(包括IEEE Trans. on Information Forensics & Security、IEEE Trans. on Intelligent Transportation Systems等)和會(huì)議上發(fā)表學(xué)術(shù)論文90余篇。曾主持/參與包括國(guó)家自然科學(xué)基金、國(guó)家“863”、教育部創(chuàng)新團(tuán)隊(duì)、澳大利亞國(guó)家自然科學(xué)基金、國(guó)家電網(wǎng)、中航集團(tuán)等在內(nèi)的30余項(xiàng)科研項(xiàng)目。任中國(guó)計(jì)算機(jī)學(xué)會(huì)理事、杰出會(huì)員、YOCSEF副主席、大數(shù)據(jù)專家委員會(huì)委員、高性能計(jì)算專業(yè)委員會(huì)委員，中國(guó)自動(dòng)化學(xué)會(huì)控制理論專業(yè)委員會(huì)副秘書長(zhǎng)、大數(shù)據(jù)專委會(huì)委員、平行智能專委會(huì)委員。曾擔(dān)任多個(gè)國(guó)際會(huì)議的程序委員會(huì)主席、分會(huì)主席、程序委員會(huì)委員。

工作經(jīng)歷

2011.1 – 2014.12，北京交通大學(xué)計(jì)算機(jī)與信息技術(shù)學(xué)院，講師

2015.1 – 2018.12，北京交通大學(xué)計(jì)算機(jī)與信息技術(shù)學(xué)院，副教授

2019.1 – 今，北京交通大學(xué)計(jì)算機(jī)與信息技術(shù)學(xué)院，教授

2016.9-今，北京交通大學(xué)計(jì)算機(jī)與信息技術(shù)學(xué)院，副院長(zhǎng)

2013.11-今，SAP大學(xué)能力中心(中國(guó))，主任

研究方向

高性能計(jì)算

信息內(nèi)容安全

人工智能及應(yīng)用

計(jì)算機(jī)技術(shù)(專業(yè)學(xué)位)

軟件工程(專業(yè)學(xué)位)

招生專業(yè)

計(jì)算機(jī)科學(xué)與技術(shù)碩士

網(wǎng)絡(luò)空間安全博士

計(jì)算機(jī)科學(xué)與技術(shù)博士

電子信息碩士

科研項(xiàng)目

高速鐵路運(yùn)行控制與動(dòng)態(tài)調(diào)度一體化測(cè)試平臺(tái)與實(shí)驗(yàn)驗(yàn)證，國(guó)家自然科學(xué)基金“重大”子課題，96萬，2018.1-2022.12，主持

基于網(wǎng)絡(luò)流量分析的列車運(yùn)行控制系統(tǒng)異常行為檢測(cè)系統(tǒng)軟件開發(fā)，國(guó)家計(jì)算機(jī)網(wǎng)絡(luò)與信息安全管理中心科技合作項(xiàng)目，120萬，2019.3-2020.6，主持

智慧停車數(shù)據(jù)庫(kù)及監(jiān)控調(diào)度系統(tǒng)開發(fā)，中國(guó)航天三院合作項(xiàng)目，158.4萬元，2017.4.1 - 2017.9.30，主持

高速列車在途安全監(jiān)測(cè)中的智能數(shù)據(jù)處理關(guān)鍵技術(shù)研究，國(guó)家自然科學(xué)基金“面上”， 80萬元，2017.1.1 - 2020.12.31，主持

基金無紙化管理可行性分析研究，國(guó)家自然科學(xué)基金應(yīng)急管理項(xiàng)目， 30萬元，2017.5.1 - 2018.12.31，主持

面向云服務(wù)數(shù)據(jù)發(fā)布的結(jié)構(gòu)匿名化隱私保護(hù)機(jī)制研究，國(guó)家自然科學(xué)基金"青年基金"，23萬元，2014.1.1 - 2016.12.31，主持

高速鐵路安全監(jiān)控中的智慧化數(shù)據(jù)處理機(jī)制研究，基本科研業(yè)務(wù)費(fèi)重大項(xiàng)目，59萬元，2012.1.1 - 2014.12.31，主持

面向社會(huì)網(wǎng)絡(luò)大數(shù)據(jù)保護(hù)的結(jié)構(gòu)匿名化方法研究，基本科研業(yè)務(wù)費(fèi)，8萬元，2014.1.1 - 2015.12.31，主持

面向社會(huì)網(wǎng)絡(luò)的并行結(jié)構(gòu)匿名化方法研究，廣東省重點(diǎn)實(shí)驗(yàn)室開放課題，2萬元，2014.12.10 - 2015.12.09，主持

云環(huán)境下基于匿名技術(shù)的隱私保護(hù)新方法研究，基本科研業(yè)務(wù)費(fèi)，8萬元，2012.1.1 - 2013.12.31，主持

城市軌道交通中列車進(jìn)站時(shí)基于定位信息的智能停車新方法研究，國(guó)家重點(diǎn)實(shí)驗(yàn)室開放課題，3萬元，2013.1.1 - 2014.12.31，主持

軍民融合發(fā)展對(duì)經(jīng)濟(jì)增長(zhǎng)貢獻(xiàn)率及水平評(píng)價(jià)分析研究，國(guó)家發(fā)展改革委科技項(xiàng)目，30萬元，2017.3.1 - 2017.12.31，參加(排名第2)

電力大數(shù)據(jù)基礎(chǔ)體系架構(gòu)及部分關(guān)鍵技術(shù)研究與應(yīng)用，國(guó)家電網(wǎng)基礎(chǔ)前瞻重大項(xiàng)目課題，120萬元(項(xiàng)目總額1200萬)，2014.1.1 - 2015.12.31， 參加(排名第2)

基于密碼學(xué)技術(shù)的隱私保護(hù)多方資源共享，北京市自然基金“面上”，11萬元，2012.1.1 - 2014.12.31，參加(排名第2)

教學(xué)工作

研究生指導(dǎo)(主/副導(dǎo)師)：

已畢業(yè)研究生：

溫 偉，2011.9 - 2013.7 就職于德國(guó)SAP公司;

陳 蕊，2011.9 - 2014.3 就職于中國(guó)人民銀行;(國(guó)家獎(jiǎng)學(xué)金獲得者)

張丹丹，2011.9 - 2014.3 就職于航天三院;(國(guó)家獎(jiǎng)學(xué)金獲得者)

趙麗敏，2011.9 - 2014.3 就職于中國(guó)銀行;(國(guó)家獎(jiǎng)學(xué)金獲得者)

徐群群，2011.9 - 2014.3 就職于北京交通大學(xué);

范宗勤，2011.9 - 2014.3 就職于德國(guó)SAP公司;

李越川，2013.9 - 2016.3 就職于阿里巴巴公司;(國(guó)家獎(jiǎng)學(xué)金獲得者、校優(yōu)秀碩士論文)

李慧芳，2014.9 - 2016.6 攻讀博士學(xué)位;(國(guó)家獎(jiǎng)學(xué)金獲得者、校優(yōu)秀碩士論文)

儲(chǔ)丹丹，2014.9 - 2016.6 就職于北京計(jì)算中心;(國(guó)家獎(jiǎng)學(xué)金獲得者)

阿雨萌，2015.9 - 2017.6 就職于北京交通信息中心;(國(guó)家獎(jiǎng)學(xué)金獲得者、校優(yōu)秀畢業(yè)生)

在讀博士：

劉文華，2016年入學(xué)，興趣方向：目標(biāo)檢測(cè)、深度學(xué)習(xí)、場(chǎng)景識(shí)別;

李慧芳，2017年入學(xué)，興趣方向：人臉識(shí)別、關(guān)鍵點(diǎn)檢測(cè)。

在讀研究生：

賈延昆，興趣方向：聚類;

張洪磊，興趣方向：推薦系統(tǒng);

岳 嶸，興趣方向：隱私保護(hù);

安書山，興趣方向：隱私保護(hù);

王曉春，興趣方向：隱私保護(hù);

郭思雨，興趣方向：基于匿名化技術(shù)的人臉圖像隱私保護(hù)。

董雅茹，興趣方向：場(chǎng)景識(shí)別;

王 珊，興趣方向：目標(biāo)檢測(cè)與圖像理解;

李秋檸，興趣方向：顯著性檢測(cè);

張雨佳，興趣方向：圖像檢索;

郭星妍，興趣方向：人臉識(shí)別;

徐曉林，興趣方向：人臉特征點(diǎn)檢測(cè);

林偉鵬

岳珂

林雅婷

萬群

禤偉峰

研究生教學(xué)：

《SAP工程原理與技術(shù)》(2012-2017)，#24002543

《SAP應(yīng)用與企業(yè)實(shí)踐》(2012-2017)，#22002305,24002542

《智慧計(jì)算前沿技術(shù)》(2012)，#14002330

《高級(jí)并行與分布式計(jì)算》(2011)，#12002302

本科生教學(xué)：

《IT職業(yè)英語》(2014-2017)

《大學(xué)生計(jì)算機(jī)基礎(chǔ)》(2012)，#85L067T

《Distributed Database and Data Mining》(2010)，阿德萊德大學(xué)

論文/期刊

近年主要發(fā)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 )

Aysha Al-Hinai, Haibo Zhang, Yawen Chen, Yidong Li: TB-Snw: Trust-Based Spray-and-wait Routing for Delay-tolerant Networks. Journal of Supercomputing 69(2): 593-609 (2014). (A3, IF: 1.088)

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(fā)表論文(會(huì)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.

專著/譯著

《會(huì)計(jì)信息系統(tǒng)——基于SAP公司ERP系統(tǒng)》，主編：李翠紅、李浥東、孟浩

《SAP會(huì)計(jì)信息系統(tǒng)》，主編：李翠紅、孟浩，副主編：李浥東、劉鵬，董明明

獲獎(jiǎng)與榮譽(yù)

2016.5 北京交通大學(xué)“五四獎(jiǎng)?wù)?rdquo;

2015.9 北京交通大學(xué)優(yōu)秀主講教師

2014.12 北京交通大學(xué)青年教師教學(xué)基本功大賽一等獎(jiǎng)

2013.12 握奇獎(jiǎng)教金(北京交通大學(xué))

2012.12 杰出服務(wù)貢獻(xiàn)獎(jiǎng) (PDCAT2012)

社會(huì)兼職

2009 - 現(xiàn)在 IEEE/ACM會(huì)員

2012 - 現(xiàn)在 CCF會(huì)員

2014 - 現(xiàn)在 CCF YOCSEF總部學(xué)術(shù)委員