研究领域
高性能计算
人工智能及应用
计算机技术（专业学位）
软件工程（专业学位）
人工智能技术（专业学位）
应用安全
专利
1. 基于图像和文本语义相似度的图像语义消歧方法和装置, 发明专利, ZL201810368937.2, 2018.04.05
2. 一种针对列车执行器失效故障的自适应反步容错控制方法, 发明专利, ZL201710219083.7, 2019.06.04
3. 针对列车输入受限和执行器故障的自适应容错控制方法, 发明专利, ZL201710110594.5, 2019.06.04
4. 城市轨道交通运行仿真系统及方法, 发明专利, ZL201610211104.6, 2017.11.03
5. 一种城市轨道交通通道内客流检测和预测方法及其系统, ZL201610533001.1, 2018.06.29
6. 一种通用型列车模拟驾驶系统及方法, 发明专利, ZL201610006283.X, 2018.02.09
7. 一种列车司机辅助驾驶方法与系统, 发明专利,中国,ZL201510961859.3, 2018.2.9
8. 一种针对列车未知扰动的神经自适应容错控制方法, 发明专利, ZL201610822076.1, 2017.7.28
9. 城市轨道交通运行仿真系统及方法, 发明专利, ZL201610211104.6, 2017.09.7
10. 基于车路协同的多AGV 碰撞预警管理方法, 发明专利, ZL201910779885.2
11. 基于转弯权重约束的最短路径规划方法, 发明专利, ZL201910779182.X
12. 基于时间窗的AGV 任务调度方法, 发明专利, 201910779178
13. 智能停车场中的AGV 调度方法, 发明专利, 201910779887.1
14. 基于对抗生成网络的图像处理方法和装置,发明专利, ZL201811404816.5
15. 一种行人分心行为检测方法, 发明专利, ZL201810247186.9
16. 一种基于引导员位置优化的城市轨道交通车站疏散方法, 发明专利, ZL201610003606.X
17. 一种基于标签优化的图像再识别系统及损失函数确定方法, 发明专利, ZL201810705733.3
18. 基于无线通信网络的多AGV 智能协同工作系统, 发明专利, ZL201910779898.X
19. 一种列车辅助驾驶系统及其方法, 发明专利, ZL201610019290.3
20. 一种基于马尔可夫跳跃系统的列车容错控制方法, 发明专利, ZL201510993849.8
21. 一种基于电力大数据的自适应负荷预测选择方法, 发明专利, ZL201511005735.4
22. 一种面向电力系统重过载预警的大数据分析方法, 发明专利, ZL201510920842.3
23. 基于动态图数据发布的隐私保护方法, 发明专利, ZL201910823578.X
24. 高速铁路咽喉区列车通过间隔自动调整方法和装置, 发明专利, ZL201911221267.2
25. 列车运行防护系统及列车运行防护方法, 发明专利, ZL201910902022.X
26. 基于随机Petri网的车车通信性能分析系统, 发明专利, ZL201911000010.4
软件著作权
1. 融合全局上下文语义的火灾检测软件
2. 基于多标记学习的图像标注软件
3. 基于几何约束的图匹配软件
4. 基于结构化稀疏的年龄估计软件
5. 多特征自适应烟雾检测软件
6. 多类天气预测系统
7. 行人异常行为检测系统
8. 基因数据的双聚类分析软件
9. 基于k匿名的网络图数据隐私保护软件
10. 基于多任务卷积神经网络的人脸检测系统
11. 匿名化网络数据发布软件
12. 全国电厂运营状况信息管理系统
科研项目
国家自然科学基金高铁联合基金项目，高速铁路列车自主协同运行控制理论与方法，231万，2020.1-2023.12，主持，在研
国家重点研发计划重点专项课题，高动态微光图像探测器件-图像感知与识别单芯片集成与示范应用，270万，2020.1-2022.12，主持，在研
工信部工业互联网创新发展工程课题，工业企业侧安全数据采集设备，300万，2019.8-2021.12，主持，在研
国家自然科学基金“重大”项目子课题，高速铁路运行控制与动态调度一体化测试平台与实验验证，96万，2018.1-2022.12，主持，在研
国家自然科学基金“面上”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， 80万，2017.1-2020.12，主持，在研
国家自然科学基金应急管理项目，基金无纸化管理可行性分析研究，30万，2017.5-2018.12.31，主持，已结题
国家自然科学基金青年基金项目，面向云服务数据发布的结构匿名化隐私保护机制研究，23万，2014.1-2016.12，主持，已结题
国家互联网应急响应中心重点项目，基于网络流量分析的列车运行控制系统异常行为检测系统软件开发，120万，2019.3-2020.6，主持，在研
企业科技合作项目，智慧交通融合创新研究与关键技术支持，1600万，2019.4-2023.4，主持，在研
中国铁路科学研究院集团有限公司合作项目，高速铁路智能调度系统综合测试，65万，2020.5.6-2021.6.30，主持，在研
航天三院合作项目，智慧停车数据库及监控调度系统开发，158.4万，2017.4-2020.9，主持，在研
广东省重点实验室开放课题，面向社会网络的并行结构匿名化方法研究，2014.12- 2015.12，主持，已结题
国家重点实验室开放课题，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，2013.1-2014.12，主持，已结题
国家发展改革委科技项目，军民融合发展对经济增长贡献率及水平评价分析研究，30万，2017.3 - 2017.12，参加，已结题
国家电网基础前瞻重大项目课题，电力大数据基础体系架构及部分关键技术研究与应用，120万，2014.1.1 - 2015.12.31， 参加，已结题
北京市自然基金“面上”，基于密码学技术的隐私保护多方资源共享，11万元，2012.1.1 - 2014.12.31，参加，已结题
近期论文
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论文/期刊
近年主要发表论文（期刊）：
Wei Wang, Jingjing Song, Guangguan Xu, Yidong Li*, Hao Wang, Chunhua Su: ContractWard: Automated Vulnerability Detection Models for Ethereum Smart Contracts. IEEE Transactions on Network Science and Engineering (2020). (accepted)
Yi Jin, Xingyan Guo, Yidong Li*, Junliang Xing, Hui Tian: Towards Stabilizing Facial Landmark Detection and Tracking via Hierarchical Filtering: A new method. Journal of the Franklin Institute (2020). (accepted)
Wei Wang, Yaoyao Shang, Yongzhong He, Yidong Li*, Jiqiang Liu: BotMark: Automated botnet detection with hybrid analysis of flow-based and graph-based traffic behaviors. Information Sciences 511: 284-296 (2020). (accepted)
Gengyu Lyu, Songhe Feng, Yidong Li, Yi Jin, Guojun Dai, Congyan Lang: HERA: Partial Label Learning by Combining Heterogeneous Loss with Sparse and Low-Rank Regularization. ACM Transactions on Intelligent Systems and Technology (2020). (accepted)
Hairong Dong, Shigen Gao, Bin Ning, Tao Tang, Yidong Li, Kimom P. Valavannis: Error-driven nonlinear feedback design for fuzzy adaptive dynamics surface control of nonlinear systems with prescribed tracking performance. IEEE Transactions on Systems, Man and Cybernetics: Systems 50(3): 1013-1023 (2020).
刘凯，李浥东*，林伟鹏：车辆再识别技术综述。智能科学与技术学报（2020）。（已接收）
刘文华，李浥东*：高层语义表达下的复杂交通场景识别。智能科学与技术学报 1(4):392-399（2019）
Gengyu Lyu, Songhe Feng, Tao Wang, Congyan Lang, Yidong Li: GM-PLL: Graph Matching based Partial Label Learning. IEEE Transactions on Knowledge and Data Engineering (2019). (accepted)
Zun Li, Congyan Lang, Jiashi Feng, Yidong Li, Tao Wang, Songhe Feng: Co-saliency Detection with Graph Matching. ACM Transactions on Intelligent Systems and Technology 10(3): 22:1-22:22 (2019).
Wenhua Liu, Yidong Li*, Qi Wu. An Attribute-based High-level Image Representation for Scene Classification. IEEE Access 7: 4629-4640 (2019).
Huifang Li,Yidong Li*, Junliang Xing, Hairong Dong: Spatial alignment network for facial landmark localization. World Wide Web 22(4): 1481-1498 (2019).
Hairong Dong, Hainan Zhu, Yidong Li, Yisheng Lv, Shigen Gao, Qi Zhang, Bin Ning: Parallel Intelligent Systems for Integrated High-Speed Railway Operation Control and Dynamic Scheduling. IEEE Transactions on Cybernetics 48(12): 3381-3389 (2018).
Wei Wang, Zhenzhen Gao, Meichen Zhao, Yidong Li*, Jiqiang Liu, Xiangliang Zhang: DroidEnsemble: Detecting Android Malicious Applications With Ensemble of String and Structural Static Features. IEEE Access 6: 31798-31807 (2018).
Qiuning Li, Yidong Li*, Congyan Lang: Salient Object Detection with Side Information. SCIENCE CHINA Information Sciences: 56-61 (2018).
Xiaochun Wang, Yidong Li*: Geo-social Network Publication Based on Difierential Privacy. Frontiers of Computer Science 12: 1264-1266 (2018).
Yidong Li*, Wenhua Liu, Yankun Jia,Hairong Dong:An Mutual Information Weighted Biclustering Algorithm for Gene Expression Data. Computer Science and Information Systems14(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).
Yidong Li*, Hong Shen, Congyan Lang, Hairong Dong:Practical Anonymity Models on Protecting Private Weighted Graphs. Neurocomputing 218: 359-370 (2016).
Yuechuan Li, Yidong Li*, Guandong Xu:Protecting Private Geosocial Networks against Practical Hybrid Attacks with Heterogeneous Information. Neurocomputing 210: 81-90(2016).
Yidong Li,Dewang Chen. A Learning-Based Comprehensive Evaluation Model for Traffic Data Quality in Intelligent Transportation Systems. Multimedia Tools and Applications 75(19): 11683–11698(2016).
Ping He, Hong Shen, Longkun Guo, Yidong Li:Efficient Data Retrieval Algorithms for Multiple Requests In MIMO Wireless Networks. Internatioanl Journal of Communication Systems 30(1) (2017).
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.
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).
25. 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).
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).
Yidong Li, Hong Shen. On Identity Disclosure Control for Hypergraph-based Data Publishing. IEEE Transactions on Information Forensics & Security: 8(8): 1384-1396 (2013).
Dewang Chen, Rong Chen, Yidong Liand Tao Tang. Online-learning Algorithms for Train Automatic Stop Control at Station Using Precise Location Information of Balises. IEEE Transactions on Intelligent Transportation Systems14(3): 1526-1535 (2013).
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 46(11): 2927-2939 (2013).
近年主要发表论文（会议）：
Tao Wang, He Liu, Yidong Li,Yi Jin, Xiaohui Hou, Haibin Ling. Learning Combinatorial Solver for Graph Matching. CVPR 2020.
Yangru Huang, Yi Jin, Yidong Li. Domain Adaptive Attention Learning for Unsupervised Person Re-Identification. AAAI 2020.
Weipeng Lin, Yidong Li, Xiaoliang Yang, Peixi Peng, Junliang Xing: Multi-View Learning for Vehicle Re-Identification. ICME 2019: 832-837.
Yue Ke, Yidong Li, Huifang Li, Progressive Semantic Image Synthesis via Generative Adversarial Network.VCIP 2019, December 1-4, 2019, Sydney, Australia.
Wenjun Cui, Yidong Li: Infifinite propagation speed for a two-component Camassa-Holm equation. PDCAT 2019. December 5-7, 2019, Gold Coast, Australia.
Zikai Zhang, Yidong Li, Hairong Dong，Fengping Zhao, Yizhe You: Attention-based Supply-Demand Prediction for Autonomous Vehicles. PDCAT 2019. December 5-7, 2019, Gold Coast, Australia.
Yating Lin, Yidong Li, Haidong Cui, Zheng Feng: WeaGAN:Generative Adversarial Network for Weather Translation of Image among Multi-domain. BESC 2019, October 28-30, 2019, Beijing, China.
Qun Wan, Yidong Li, Haidong Cui, Zheng Feng: 3D-Mask-GAN:Unsupervised Single-View 3D Object Reconstruction. BESC 2019, October 28-30, 2019, Beijing, China.
Xingyan Guo, Yi Jin, Yidong Li, Junliang Xing, Congyan Lang: Stabilizing video facial landmark detection and tracking via global and local filtering. ICIMCS 2018: 20:1-20:7.
Tao Wang, Haibin Ling, Congyan Lang, Songhe Feng, Yi Jin, Yidong Li: Constrained Confidence Matching for Planar Object Tracking. ICRA 2018: 659-666.
Zili Zhou, Shaowu Liu, Guandong Xu, Xing Xie, Jun Yin, Yidong Li, Wu Zhang: Knowledge-Based Recommendation with Hierarchical Collaborative Embedding. PAKDD(2) 2018: 222-234.
Xiaolin Xu, Yidong Li, Yi Jin, Congyan Lang, Songhe Feng, Tao Wang: Hierarchical Discriminant Feature Learning for Heterogeneous Face Recognition. VCIP 2018: 1-4.
Shan Wang, Yidong Li and Wenhua Liu: Multi-class Weather Classification Fusing Weather Dataset and Image Features. CCBD 2018. October11-13, 2018, Xi’an, China.
Qiuning Li and Yidong Li: Saliency Detection with Side Information on Railway Transportation Dataset. ICIRT 2018. December12-14, 2018, Marina Bay Sands, Singapore.
Si-Yu Guo, Songhe Feng, Yidong Li, Shushan An, Hairong Dong: Integrating Diversity into Neural-Network-Based Face Deidentification. CCC 2018. July 25-27, 2018, Wuhan, China.
Huifang Li, Yidong Li, Wenhua Liu, Hairong Dong: Coarse-to-fine facial landmarks localization based on convolutional feature. BESC 2017: 1-6. (Best Paper Awards)
Wenjin Lei, Yidong Li, Yingpeng Sang, Hong Shen: A Secure Anonymous Authentication Scheme for Electronic Medical Records Systems. ICEBE2016: 48-55.
Peng Liu, Yidong Li, Yingpeng Sang, Ji Zhang: Anonymity-Based Privacy Preserving Network Data Publication. Trustcom 2016: 823-828.
Yidong Li, Xiangjun Meng, Hairong Dong: A Simulated Annealing Combined Genetic Algorithm for Virtual Machine Migration in Cloud Datacenters. PICom 2016: 572-577.
Yuechuan Li, Yidong Li: On Preserving Private Geosocial Networks against Practical Attacks. IIH-MSP 2015: 417-420.
Dandan Zhang, Hong Shen, Hui Tian, Yidong Li, Jun Wu, Yingpeng Sang: A Selectively Re-train Approach Based on Clustering to Classify Concept-Drifting Data Streams with Skewed Distribution. PAKDD(2) 2014: 413-424.
Dandan Chu, Yidong Li, Tao Wang, Lei Zhang, Hong Shen: Practical Anonymization for Protecting Privacy in Combinatorial Maps. PDCAT 2014: 119-123.
Jun Wu, Yidong Li, Songhe Feng, Hong Shen: A Self-immunizing Manifold Ranking for Image Retrieval. PAKDD(2) 2013: 426-436.
Yidong Li, Hong Shen: Towards Identity Disclosure Control in Private Hypergraph Publishing. PAKDD(2) 2012: 347-358.
Yidong Li, Hong Shen: Multivariate Equi-width Data Swapping for Private Data Publication. PAKDD(1) 2010: 208-215.
专著/译著
《会计信息系统——基于SAP公司ERP系统》，主编：李翠红、李浥东、孟浩
《SAP会计信息系统》，主编：李翠红、孟浩，副主编：李浥东、刘鹏，董明明
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