EDUCATION

Ph.D., Mechanical and Electrical Engineering, Jiangsu University, 2004
M.S., Computer Science, Jiangsu University, 2000
B.S., Computer Science, Jiangsu University, 1994

EMPLOYMENT

2013-Present, School of Software, Tsinghua University, Associate Professor
2011-2011, Computer Science, Hong Kong University of Science and Technology, Visiting Scholar
2007-2013, School of Software, Tsinghua University, Assistant Professor
2005-2007, School of Software, Tsinghua University, Postdoc

OTHER TITLES

Member, The Ministry of Science and Technology's "12th Five-Year Plan" 863 Advanced Manufac-turing Field Major Project "Core Software" Experts Group
Member，The Ministry of Science and Technology's "14th Five-Year Plan" National Key R&D Pro-gram "Social Governance and Smart Society Technology Support" Experts Group
Deputy director, Key Laboratory of Information System Security, Ministry of Education
Director, Tsinghua University-China Central Depository & Clearing Co., Ltd. Joint Institute for Fi-nancial Information Technology Innovation
Deputy director, Tsinghua University - CRRC Sifang Institute of Intelligent Equipment Industrial Internet of Things Joint Research Center
Senior member, China Automation Association
Member, China Automation Society Intelligent Manufacturing Committee
Member, Equipment Certification Technical Committee of China Urban Rail Transit AssociationPC member, International Joint Conference on Artificial Intelligence (IJCAI'2020)（CCF A）

PC member, The AAAI Conference on Artificial Intelligence (AAAI'2022)（CCF A）
PC member, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'2022)（CCF A）
PC member, The AAAI Conference on Artificial Intelligence (AAAI'2021)（CCF A）
PC member, International Joint Conference on Artificial Intelligence (IJCAI'2020)（CCF A）
PC member, The AAAI Conference on Artificial Intelligence (AAAI'2020)（CCF A）
PC member, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'2020)（CCF A）
PC member, International Joint Conference on Artificial Intelligence (IJCAI'2019)（CCF A）
PC member, IEEE International Conference on Multimedia and Expo (ICME'2019) （CCF B）
PC member, IEEE International Conference on Multimedia and Expo (ICME'2018) （CCF B）
PC member, IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS'2018)（CCF B）

COURSES TAUGHT

Applied Cryptography
Internet and Information Security Technologies

RESEARCH PROJECTS

1. Research on general models, theories and application methods of industrial software components, Guangdong Provincial Joint Foundation, National Natural Science Foundation of China, project No. U20A6003 (sub-project leader)
2. Research on self-adaptive detection of multi-source heterogeneous data anomalies in industrial scenarios, National Natural Science Foundation of China, project No. 62076146 (project leader)
3. Data Space Construction Method and Technology for Rail Transit Equipment Manufacturing Enterprises Supporting Personalized Business Chain, National Key Research and Development Projects, project No. 2018YFB1703404 (sub-project leader)
4. Research on innovation and development of industrial Internet platforms for business groups, Chinese Academy of Engineering
5. Artificial intelligence-driven optimization and control in discrete manufacturing, Guangdong Provincial Joint Foundation, National Natural Science Foundation of China, project No. U1801263 (sub-project leader)
6. Research and development of basic software and supporting tools for rail transit equipment, sub-project of National Key Research and Development Project (core electronic devices, high-end general-purpose chips and basic software products), project No. 2016ZX01038101-002 (project leader)
7. Real-time collection of industrial process data and knowledge automation, Guangdong Provincial Joint Fund, National Natural Science Foundation of China, project No. U1701262
8. Data perception, transmission and big data processing of IoT in intelligent manufacturing, Guangdong Provincial Joint Fund, project No. U1201251 (sub-project leader)
9. Research on common technology and standard specification of MES of discrete manufacturing, key project of 863 Program, project No. 2012AA040906 (project leader)
10. Reliability investigation of hybird wireless mesh network for airport surface communications, joint project of Tsinghua University and Boeing ( (main researcher)
11. Research on domestic basic software security testing technology, sub-project of National Key Research and Development Projects (core electronic devices, high-end general-purpose chips and basic software products), project No. 2010ZX01045-002-3 (main researcher)
12. Multi-scale cross-sensing computing theory and key technologies for mobile social networks, key project of National Natural Science Foundation of China, project No. 61133016 (sub-project leader)
13. Research on reliability of domain-oriented MANET service access, National Natural Science Foundation of China, project No. 61073168 (Principal Investigator)
14. "A demonstrative information security project at China Minzu Securities", Demonstrative Information System Security Project under National Development and Reform Commission (deputy leader)
15. Research on reliability assurance mechanisms of product design processes, sub-project of 973 Program Project "Research on Reliability of Large-scale Application Software for Modern Design", project No. 2010CB328000 (the backbone of the project)
16. Research and development and application of reconfigurable information integration platforms for business groups, goal-oriented project of 863 program, project No. 2009AA04Z153 (main researcher)
17. Configurable MES products and industry solutions for discrete manufacturing, key project of 863 Program, project No. 2007AA040701-1 (leader)
18. Development and demonstrative application of digitalized integrated integrated systems for large-scale electrical business groups in Jiangsu Province, Major Research Project Funded by Jiangsu Provincial Government, project No. BE2007071
19. Development and demonstrative application of digital integration technology for design in rail transit industry, Major Research Project Funded by Jiangsu Provincial Government, project No. BE2007003
20. China Postdoctoral Science Foundation (40th batch, second-class funding)
21. Security mechanism for multi-user collaborative computing in grid computing, National Natural Science Foundation of China, project No. 90412007
22. Research on identification, control and application of disturbed systems in complex thermal systems, National Natural Science Foundation of China, project No. 60474026
23. E-commerce-oriented customer relationship management development tools, 863 Program, project No. 2001AA414220
24. XML-based e-commerce platform, 863 Program, subject No. 2001AA414020
25. Research, development and application of a new generation of ERP software, major software project of 863 Program, project No. 2003AA4Z3210
26. Development and application of integrated systems for informatization of small and medium-sized manufacturing enterprises, 863 Program, project No. 2003AA414030
27. Research on complex authorization mechanism in grid computing, sub-project of 863 Program, project No. 2003AA148020 (deputy leader)
28. Research on complex authorization mechanisms in distributive enterprise information system, sub-project of 863 Program, project No. 2003AA414031 (leader)
29. Research on requirements modeling and conversion tools for ERP of manufacturing enterprises, sub-project of 863 Program, project No. 2003AA414031 (deputy leader)
30. Research on CRM Application Model (funded by Key Science and Technology Foundation under Jiangsu Provincial Department of Education)
31. Research and development of information integration system for discrete manufacturing enterprises and its application in switching and electrical industry, major project of 863 Program, project No. 2003AA411020 (deputy leader)
32. ERP system of East China Electric Power Equipment Manufacturing Plant (Demonstrative Informatization Project for Small and Medium Enterprises in Jiangsu Province)
33. ERP system of Wenrun Electronics Co., Ltd. (Demonstrative Informatization Project for Small and Medium Enterprises in Jiangsu Province)
34. Digitalized integrated development and application for complete sets of electronic business groups (Major Research Project Funded by Jiangsu Provincial Government)
35. Demonstration of digitalized enterprises for networked manufacturing (Research Project Funded by Jiangsu Provincial Government)

AWARDS AND HONORS

Zhao Xibin (4/15),Key Technologies and Applications of Complex Process Information-Physical Fusion System, First award, Science and Technology Progress Award of Guangdong Province, Guangdong Provincial De-partment of Science and Technology,2022

Zhao Xibin (3/11), Key Technologies for Heterogeneous IoT Security Fusion and Industrial Applications, Second Prize, Jiangsu Provincial Science and Technology Progress Award, Jiangsu Provincial Department of Science and Technology, 2019

PAPERS:

[1]Ruihua Wang, Yihao Peng, Yilun Sun, Xuancheng Zhang, HaiWan, Xibin Zhao*. TeSec: Accurate Server-Side Attack Investigation for Web Applications. IEEE Security and Privacy (IEEE S&P) 2023
[2]Nan Wang, Yubo Zhang, Xibin Zhao*, Yingli Zheng, Hao Fan, Boya Zhou, Yue Gao. Search-Based Cost-Sensitive Hypergraph Learning for Anomaly Detection, Information Science, 2022
[3]Hai Wan, Xinwei Zhang, Yubo Zhang, Xibin Zhao*, Shihui Ying, Yue Gao* , Structure Evolution on Manifold for Graph Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
[4]Xinwei Zhang, Jianwen Jiang, Yutong Feng, Zhi-fan Wu, Xibin Zhao*, Hai Wan, Mingqian Tang, Rong Jin, and Yue Gao*, Grow and Merge: A Unified Framework for Continuous Categories Dis-covery, NIPS, 2022
[5]Yubo Zhang, Shuyi Ji, Changqing Zou, Xibin Zhao, Shihui Ying, Yue Gao; Graph Learning on Millions of Data in Seconds: Label Propagation Acceleration on Graph using Data Distribution, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
[6]Yue Gao, Zizhao Zhang, Haojie Lin, Xibin Zhao, Shaoyi Du, Changqing Zou; Hypergraph Learn-ing: Methods and Practices, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 5, pp. 2548–2566, 2022
[7]Nan Wang, Ruozhou Liang, Xibin Zhao*, Yue Gao; Cost-Sensitive Hypergraph Learning with F-measure Optimization, IEEE Transactions on Cybernetics,2021
[8]Ruozhou Liang，Xibin Zhao*，Hai Wan；Deterministic Localized Multipoint Fault Detection Method for Industrial Control Topology. Journal of Communications, 2021.
[9]Zonghui Li, Hai Wan, Yangdong Deng, Xibin Zhao*, Yue Gao, Xiaoyu Song, Ming Gu; Time-triggered Switch-Memory-Switch Architecture for Time-Sensitive Networking Switches. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2019.
[10]Nan Wang, Zizhao Zhang, Xibin Zhao*, Quan Miao, Rongrong Ji, Yue Gao; Exploring High-Order Correlations for Industry Anomaly Detection. IEEE Transactions on Industrial Electronics, 2019.
[11]Lifan Su, Hai Wan, Yufang Qin, Xibin Zhao*, Yue Gao, Xiaoyu Song, Chenyang Lu, Ming Gu; Synthesizing Fault-tolerant Schedule for Time-triggered Network without Hot-backup. IEEE Transactions on Industrial Electronics, 2019, 66(2), 1345-1355.
[12]Ningchen Wang, Qinghan Yu, Hai Wan, Xiaoyu Song, Xibin Zhao*; Adaptive Scheduling for Multi-cluster Time-Triggered Train Communication Networks. IEEE Transactions on Industrial In-formatics, 2019, 15(2), 1120-1130.
[13]Jianwen Jiang, Di Bao, Ziqiang Chen, Xibin Zhao*, Yue Gao; MLVCNN: Multi-Loop-View Con-volutional Neural Network for 3D Shape Retrieval. Association for the Advancement of Artificial Intelligence, 2019.
[14]Yutong Feng, Yifan Feng, Haoxuan You, Xibin Zhao*, Yue Gao; MeshNet: Mesh Neural Network for 3D Shape Representation. Association for the Advancement of Artificial Intelligence, 2019.
[15]Zhengyue Huang, Zhehui Zhao, Hengguang Zhou, Xibin Zhao*, Yue Gao; DeepCCFV: Camera Constraint-Free Multi-View Convolutional Neural Network for 3D Object Retrieval. Association for the Advancement of Artificial Intelligence, 2019.
[16]Haoxuan You, Yifan Feng, Xibin Zhao*, Changqing Zou, Rongrong Ji, Yue Gao; PVRNet: Point-View Relation Neural Network for 3D Shape Recognition. Association for the Advancement of Ar-tificial Intelligence, 2019.
[17]Xibin Zhao, Nan Wang, Yubo Zhang, Shaoyi Du, Yue Gao, Jiaguang Sun; Beyond, Pairwise Matching: Person Reidentification via High-Order Relevance Learning. IEEE Transactions on Neu-ral Networks and Learning Systems, 2018, 29(8):3701-3714.
[18]Zizhao Zhang, Haojie Lin, Xibin Zhao, Rongrong Ji, Yue Gao; Inductive Multi-Hypergraph Learn-ing and Its Application on View-Based 3D Object Classification. IEEE Transactions on Image Pro-cessing, 2018, 27(12): 5957-5968.
[19]Heyuan Shi, Yubo Zhang, Zizhao Zhang, Nan Ma, Xibin Zhao*, Yue Gao, Jiaguang Sun; Hyper-graph-Induced Convolutional Networks for Visual Classification. IEEE Transactions on Neural Networks and Learning Systems, 2018.
[20]Xiulong Liu, Xin Xie, Xibin Zhao*, Kun Wang, Keqiu Li, Alex X. Liu, Song Guo, Jie Wu; Fast Identification of Blocked RFID Tags. IEEE Transactions on Mobile Computing, 2018, 17(9), 2041-2054.
[21]Zizhao Zhang, Yubo Zhang, Xibin Zhao, and Yue Gao; EMD Metric Learning. Association for the Advancement of Artificial Intelligence, 2018.
[22]Jin Huang, Yue Gao, Sha Lu&, Xibin Zhao*, Yangdong Deng, Ming Gu; Energy-Efficient Auto-matic Train Driving by Learning Driving Patterns. Association for the Advancement of Artificial Intelligence, 2018.
[23]Xibin Zhao, Nan Wang, Heyuan Shi, Hai Wan, Jin Huang, Yue Gao; Hypergraph Learning with Cost Interval Optimization. Association for the Advancement of Artificial Intelligence, 2018.
[24]Nan Wang, Xibin Zhao*, Yu Jiang, Yue Gao; Iterative Metric Learning for Imbalance Data Classi-fication. International Joint Conference on Artificial Intelligence, 2018.
[25]Yifan Feng, Zizhao Zhang, Xibin Zhao*, Rongrong Ji, Yue Gao; GVCNN: Group-View Convolu-tional Neural Networks for 3D Shape Recognition. Computer Vision and Pattern Recognition, 2018.
[26]Zizhao Zhang, Haojie Lin, Junjie Zhu, Xibin Zhao, Yue Gao; Cross-Diffusion on Multi-Hypergraph for Multi-Modal 3D Object Recognition. Pacific-Rim Conference on Multimedia, 2018.
[27]Yue Gao, Hanwang Zhang, Xibin Zhao, and Shuicheng Yan; Event Classification in Microblogs via Social Tracking. ACM Transactions on Intelligent Systems and Technology, 2017, Vol. 8, no. 3, article 35.
[28]Ronglu Yang, Lifan Su, Xibin Zhao*, Hai Wan, and Jiaguang Sun; Representative Band Selection for Hyperspectral Image Classification. Journal of Visual Communication and Image Representa-tion, 2017, Vol. 48, pp. 396-403.
[29]Lifan Su, Yue Gao, Xibin Zhao*, Hai Wan, Ming Gu, Jiaguang Sun; Vertex-Weighted Hypergraph Learning for Multi-View 3D Object Classification. International Joint Conference on Artificial In-telligence, 2017.
[30]Xibin Zhao, Shubin Si, Hongyan Dui, Zhiqiang Cai, Junbo Wang, Xiaoyu Song; Compositional Performance Evaluation with Importance Measures. Communication in Statistics- Theory and Methods, 2015, pp. 5240-5253.
[31]Xibin Zhao, Zhiyang You, Zhifeng Zhao; Probabilistic Trust Modeling for MANET Security Ser-vices. Information, 2013, Vol. 16, No.9, pp. 6579-6588.
[32]Xibin Zhao, William N. N. Hung, Yafei Yang, Xiaoyu Song; Optimizing Communication in Mo-bile Ad Hoc Network Clustering. Computers in Industry, 2013, Vol. 64, Issue 7, pp. 849-853.
[33]Xibin Zhao, You Zhiyang, Hai Wan; A Novel Two-Terminal Reliability Analysis for MANET. Journal of Applied Mathematics, 2013, Vol. 2013.
[34]Xibin Zhao, Hehua Zhang, Yu Jiang, Songzheng Song, Xun Jiao, Ming Gu; An Effective Heuris-tic-Based Approach for Partitioning. Journal of Applied Mathematics, 2013, Vol. 2013.
[35]Xibin Zhao, Shubin Si, Hongyan Dui, Zhiqiang Cai, and Shudong Sun; Integrated Importance Measure for Multi-State Coherent Systems of k Level. Journal of Systems Engineering and Elec-tronics 24, 2013, no. 6: 1029-1037.
[36]Xibin Zhao, Anping He, Jinzhao Wu, Guowu Yang, Yi Yang, Ning Zhou, Shihan Yang, and Lian Li; A Mathematical Characterization of System Design and Modeling. Applied Mathematics and Information Sciences, 2012: 345-356.
[37]Xibin Zhao, Jun-Bo Wang, Min Feng, and Jin-Yuan Wang; Energy-Efficient Scheduling over Fad-ing Channels with Transmission Modulation and Deadline Constraints. AEU-International Journal of Electronics and Communications, 2012, no. 6: 491-494.
[38]Xibin Zhao, Ming Gu; A Novel Energy-Aware Multi-Task Dynamic Mapping Heuristic of NoC-based MPSoCs. International Journal of Electronics, 2012, Vol. 100, Issue 5, pp. 603-615.
[39]Xibin Zhao; A Genetic Algorithm for Segmented Channel Routing. International Journal of Elec-tronics, 2012, Vol. 100, Issue 12, pp. 1630-1636.
[40]Xibin Zhao, Jun-Bo Wang, Jin-Yuan Wang, Ming Chen, Min Feng, and Ming Sheng; System Outage Probability Analysis in Uplink Multi-Hop Cellular Systems over Composite Channels. EURASIP Journal on wireless communications and networking, 2011, no. 1: 35.
[41]Kebin Liu, Qiang Ma, Xibin Zhao, Yunhao Liu; Self-Diagnosis for Large Scale Wireless Sensor Networks. International Conference on Computer Communications, 2011.
[42]Zhiyang You, Xibin Zhao, Hai Wan, William N. N. Hung, Yuke Wang, Ming Gu; A Novel Fault Diagnosis Mechanism for Wireless Sensor Networks. Mathematical and Computer Modelling, 2011, Vol. 54, no. 1-2, pp. 330-343.
[43]Shubin Si, Hongyan Dui, Xibin Zhao, Shenggui Zhang, Shudong Sun; Integrated Importance Measure of Component States based on Loss of System Performance. IEEE Transactions on Relia-bility, 2011, Vol. 61, Issue 1, pp. 192-202.
[44]Wei Gong, Kebin Liu, Yunhao Liu, Xibin Zhao, Ming Gu; Directional Diagnosis in Wireless Sen-sor Networks. International Conference on Distributed Computing in Sensor Systems and Work-shops, 2011, pp. 1-8.
[45]Xibin Zhao, Zhiyang You, Zhifeng Zhao, Danning Chen, Feng Peng; Availability Based Trust Model of Clusters for MANET. 7th International Conference on Service Systems and Service Man-agement, 2010, pp. 428-433.
[46]Wei Dong, Xibin Zhao, Min Xi; Page Size Optimization for Code Dissemination in Wireless Sen-sor Networks. 5th International Conference on Wireless Algorithms, Systems, and Applications, Lecture Notes in Computer Science, 2010, Vol. 6221, Springer, Berlin, pp. 136-145.
[47]Xibin Zhao, Kwok-Yan Lam, Guiming Luo, Ming Gu and Jiaguang Sun.; Minimal Threshold Clo-sure, 11th European Symposium on Research in Computer Security, 18-20 September 2006, Ham-burg, Germany, Lecture Notes in Computer Science, 2006, Vol. 4189, Springer, Berlin, pp. 145-155.
[48]Zhaofeng Ma, Xibin Zhao, Zhi Guo, Ming Gu, Jiaguang Sun; Secure Anonymous Communication with Conditional Traceability. IFIP International Conference on Network and Parallel Computing, NPC 2005, Lecture Notes in Computer Science, Vol. 3779.
[49]Xibin Zhao, Kwok-Yan Lam, Siu Leung Chung, Ming Gu, Jiaguang Sun; Authorization Mecha-nisms for Virtual Organizations in Distributed Computing Systems. 9th Australian Conference on Information Security and Privacy, Lecture Notes in Computer Science, 2004, Vol. 3108, Springer, Berlin, pp. 414-426.
[50]Xibin Zhao, Kwok-Yan Lam, Siu Leung Chung, Ming Gu, Jiaguang Sun; Enhancing Grid Securi-ty Infrastructure to Support Mobile Computing Nodes. 4th International Workshop on Information Security Applications, Lecture Notes in Computer Science, 2004, Vol. 2908, Springer, Berlin, pp. 42-54.

TREATISE

[1] Zhang Yingfeng, Zhao Xibin, Sun Shudong, "Active Perception and Dynamic Scheduling Method for IoT Manufacturing", Science Press,

PATENTS

[1] Zhao Xibin, Lu Benyuan, Gao Yue, A method for detecting and locating anomalies in industrial network traffic, Invention Patent, China, ZL202010716056.2, 31/08/2021
[2] Zhao Xibin, Wang Nan, Gao Yue, A network anomaly detection method based on hypergraph structure quality optimization, Invention Patent, China, ZL202010384710.4, 01/06/2021
[3] Zhao Xibin, Cui Hao, Gao Yue, A security situation awareness system based on industrial control network traffic, Invention Patent, China, ZL201910998682.2, 13/04/2021
[4] Zhao Xibin, Gao Yue, Wan Hai, A method and system for deterministic fault detection and location in time-sensitive networks, Invention Patent, China, CN201910851512.1, 10/09/2019
[5] Zhao Xibin, Gao Yue, Wan Hai, A method, device and system for generating schedules in time-triggered networks, Invention Patent, China, ZL201910851512.1, 06/11/2020
[6] Zhao Xibin, Wan Hai, Li Zonghui, Sun Jian, A data scheduling method and device for switches, Invention Patent, China, CN201811565979.1, 20/12/2018
[7] Zhao Xibin, Gao Yue, Li Zonghui, A real-time data transmission method and system, Invention Patent, China, ZL201811565563.X, 04/12/2020
[8] Huang Jin, Yang Fan, Zhao Xibin, Gao Yue, Lu Sha, A prevention method for train speeding in ATO, Invention Patent, China, CN201711174257.9, 22/11/2017
[9] Gao Yue, Huang Jin, Liu Yan, Zhao Xibin, Li Zengkun, A method of precise train stopping for ATO, Invention Patent, China, CN201710605650.2, 24/07/2017
[10] Li Xing, Wan Hai, Zhao Xibin, A method and device for line redundancy switching of WTB network card, Invention Patent, China, CN201710479433.3, 22/06/2017
[11] Wang Huan, Wan Hai, Zhao Xibin, A method and device for line redundancy switching of MVB network card, Invention Patent, China, CN201710479446.0, 22/06/2017
[12] Zhao Xibin, Huang Jin, Li Zengkun, Gao Yue, Liu Yan, A method and system for evaluating schedule designs of ATO system, Invention Patent, China, CN 201710450602.0, 15/06/2017
[13] Wang Huan, Wan Hai, Zhao Xibin, A WTB link layer interface adapter and its implementation method, Invention Patent, China, CN201710398260.2, 31/05/2017
[14] Zhao Xibin, Huang Jin, Liu Yan, Gao Yue, Li Zengkun, A train operation record data processing method for ATO learning, Invention Patent, China, CN 201710378150.X, 25/05/2017
[15] Wang Huan, Wan Hai, Zhao Xibin, A train UIC gateway redundancy switching device and its control method, Invention Patent, China, CN201710311430.9, 05/05/2017
[16] Deng Yangdong, Huang Jin, Lu Sha, Huang Fanling, Zhao Xibin, An analysis system and method for health of engineering system health based on critical phase transition theory, Invention Patent, China, CN201710300213.X, 02/05/2017
[17] Zhao Xibin, Xia Yanan, Huang Jin, Lu Sha, Ren Yuqi, Gu Ming, Sun Jiaguang, A deep reinforcement learning-based intelligent manipulation method and system for locomotives, Invention Patent, China, CN 201710045758.0, 20/01/2017
[18] Zhao Xibin, Huang Siguang, Huang Jin, Xia Yanan, Gu Ming, Sun Jiaguang, A training method for bidirectional LSTM model for energy-saving operation of locomotives, Invention Patent, China, CN 201710039035.X, 18/01/2017
[19] Lu Sha, Huang Jin, Gao Yue, Xia Yanan, Yang Ying, Zhao Xibin, Gu Ming, An automatic driving method for locomotive energy-saving optimization based on high-order correlation learning, Invention Patent, China, CN 201710038010.8, 18/01/2017
[20] Zhao Xibin, Huang Siguang, Huang Jin, Yang Fan, Gu Ming, Sun Jiaguang, A hybrid task scheduling method for railway locomotive operation control system based on reinforcement learning, Invention Patent, China, CN201710025977.2, 13/01/2017
[21] Gu Ming, Lu Sha, Huang Jin, Xia Yanan, Yang Ying, Zhao Xibin, Sun Jiaguang, A calibration method of locomotive traction calculation model based on real operation data, Invention Patent, China, CN 201710025882.0, 13/01/2017
[22] Huang Jin, Huang Siguang, Yang Fan, Zhao Xibin, Gu Ming, Sun Jiaguang, A hybrid task scheduling method and model for railway locomotive operation control systems, Invention Patent, China, CN 201710025822.9, 13/01/2017
[23] Gu Ming,Yang Fan,Huang Jin,Huang Siguang,Ren Yuqi,Zhao Xibin,Yang Ying, An optimization calculation method for intelligent locomotive manipulation based on fuzzy rules, Invention Patent, China, CN 201710025820.X, 13/01/2017
[24] Huang Jin, Yang Fan, Huang Siguang, Zhao Xibin, Gu Ming, A calculation method for intelligent control of locomotives, Invention Patent, China, CN 201611190513.9, 21/12/2016