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Name: Xibin ZHAO
Title: long-term associate professor
Email: zxb@tsinghua.edu.cn
Address: 11-313, East Main Building, Tshinghua University

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
2007-2013, School of Software, Tsinghua University, Assistant Professor
2005-2007, School of Software, Tsinghua University, Postdoc
2011/03-2011/09, Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Visiting Scholar

OTHER TITLES

Member, general expert panel for major projects of "core software" in the field of “863” advanced manufacturing under the 12th Five-Year Plan of the Ministry of Science and Technology
Expert, "Social Governance and Smart Society Technology Support", "14th Five-Year Plan" National Key Research Programs
Senior member, Chinese Association of Automation
Member, Special Committee for Intelligent Manufacturing, Chinese Association of Automation
Member, Technical Committee for Equipment Certification, China Association of Metros
Director, Key Laboratory of Information System Security certified by Ministry of Education, Tsinghua University
Dean, Joint Research Institute of Tsinghua University and China Central Depository & Clearing Co.,Ltd on Financial Information Technology Innovation
Deputy director, Joint Research Center of Tsinghua University and CRRC Sifang Institute on Intelligent Equipment and Industrial IoT
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 (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]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
[2]Yue Gao, Zizhao Zhang, Haojie Lin, Xibin Zhao, Shaoyi Du, Changqing Zou, Hypergraph Learning: Methods and Practices, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 5, pp. 2548–2566, 2022
[3]Nan Wang, Ruozhou Liang, Xibin Zhao*, Yue Gao, Cost-Sensitive Hypergraph Learning with F-measure Optimization, IEEE Transactions on Cybernetics,2021
[4]Liang Ruozhou,Zhao Xibin,Wan Hai, Deterministic Localized Multipoint Fault Detection Method for Industrial Control Topology, Journal On Communications, 2021, 42(10) : 10-22
[5]Jian Sun, Hongyu Jia, Bo Hu, Xiao Huang, Hao Zhang, Hai Wan, Xibin Zhao, zSpeeding up Very Fast Decision Tree with Low Computational Cost, International Joint Conference on Artificial Intelligence - Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI), 2020
[6]Qinghan Yu, Hai Wan, Xibin Zhao, Yue Gao, Ming Gu, Online Scheduling for Dynamic VM Migration in Multicast TimeSensitive Networks. IEEE Transactions on Industrial Informatics, 2019.
[7]Taisong Jin, Rongrong Ji, Yue Gao, Xiaoshuai Sun, Xibin Zhao*, and Dacheng Tao, Correntropy Induced Robust Low-Rank Hypergraph. IEEE Transactions on Image Processing, 2019.
[8]Zonghui Li, Hai Wan, Zaiyu Pang, Qiubo Chen, Yangdong Deng, Xibin Zhao*, Yue Gao, Xiaoyu Song, Ming Gu, An Enhanced Reconfiguration for Deterministic Transmission in Time-Triggered Networks. IEEE/ACM Trans. Netw, 2019, 27(3): 1124-1137.
[9]Junjie Zhu, Yuxuan Wei, Yifan Feng, Xibin Zhao*, Yue Gao, Physiological Signals-based Emotion Recognition via High-order Correlation Learning. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2019, 15(3s), 95.
[10]Jingzhi Shao, Junjie Zhu, Yuxuan Wei, Yifan Feng, Xibin Zhao*, Emotion Recognition by Edge-Weighted Hypergraph Neural Network. IEEE International Conference on Image Processing, 2019, pp. 2144-2148.
[11]Junjie Zhu, Xibin Zhao, Han Hu, Yue Gao, Emotion Recognition from Physiological Signals using Multi-Hypergraph Neural Networks. IEEE International Conference on Multimedia and Expo (ICME), 2019, pp. 610-615.
[12]Zonghui Li, Hai Wan, Yangdong Deng, Xibin Zhao*, Yue Gao, Ming Gu, Model-Based Adaptation of Mixed-Criticality Systems for Extreme Physical Environments. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2019.
[13]Guohua Xi, Xibin Zhao, Yan Liu, Jin Huang*, and Yangdong Deng, A Hierarchical Ensemble Learning Framework for Energy-Efficient Automatic Train Driving. Tsinghua Science and Technology 24, 2019, no. 2: 226-237.
[14]Xiulong Liu, Jiannong Cao, Yanni Yang, Wenyu Qu, Xibin Zhao, Keqiu Li, Didi Yao, Fast RFID Sensory Data Collection: Trade-off Between Computation and Communication Costs. IEEE/ACM Trans. Netw. 2019, 27(3): 1179-1191.
[15]Shan Ren, Xibin Zhao, Binbin Huang, Zhe Wang, Xiaoyu Song, A framework for shopfloor material delivery based on real-time manufacturing big data. Journal of Ambient Intell. Humaniz. Comput, 2019,10(3): 1093-1108.
[16]Ningchen Wang, Qinghan Yu, Hai Wan, Xiaoyu Song, Xibin Zhao*, Adaptive Scheduling for Multicluster Time-Triggered Train Communication Networks. IEEE Trans. Industrial Informatics ,2019,15(2): 1120-1130.
[17]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.
[18]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, 66(12): 9682-9691.
[19]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.
[20]Ningchen Wang, Qinghan Yu, Hai Wan, Xiaoyu Song, Xibin Zhao*, Adaptive Scheduling for Multi-cluster Time-Triggered Train Communication Networks. IEEE Transactions on Industrial Informatics, 2019, 15(2), 1120-1130.
[21]Jianwen Jiang, Di Bao, Ziqiang Chen, Xibin Zhao*, Yue Gao, MLVCNN: Multi-Loop-View Convolutional Neural Network for 3D Shape Retrieval. AAAI Conference on Artificial Intelligence, 2019, 8513-8520.
[22]Yutong Feng, Yifan Feng, Haoxuan You, Xibin Zhao*, Yue Gao, MeshNet: Mesh Neural Network for 3D Shape Representation. AAAI Conference on Artificial Intelligence, 2019, 8279-8286.
[23]Zhengyue Huang, Zhehui Zhao, Hengguang Zhou, Xibin Zhao*, Yue Gao, DeepCCFV: Camera Constraint-Free Multi-View Convolutional Neural Network for 3D Object Retrieval. AAAI Conference on Artificial Intelligence, 2019, 8505-8512.
[24]Haoxuan You, Yifan Feng, Xibin Zhao*, Changqing Zou, Rongrong Ji, Yue Gao, PVRNet: Point-View Relation Neural Network for 3D Shape Recognition. AAAI Conference on Artificial Intelligence, 2019, 9119-9126.
[25]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 Neural Networks and Learning Systems, 2018, 29(8):3701-3714.
[26]Zizhao Zhang, Haojie Lin, Xibin Zhao, Rongrong Ji, Yue Gao, Inductive Multi-Hypergraph Learning and Its Application on View-Based 3D Object Classification. IEEE Transactions on Image Processing, 2018, 27(12): 5957-5968.
[27]Heyuan Shi, Yubo Zhang, Zizhao Zhang, Nan Ma, Xibin Zhao*, Yue Gao, Jiaguang Sun, Hypergraph-Induced Convolutional Networks for Visual Classification. IEEE Transactions on Neural Networks and Learning Systems, 2018.
[28]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.
[29]Zizhao Zhang, Yubo Zhang, Xibin Zhao, and Yue Gao, EMD Metric Learning. AAAI Conference on Artificial Intelligence, 2018, 4490-4497.
[30]Jin Huang, Yue Gao, Sha Lu&, Xibin Zhao*, Yangdong Deng, Ming Gu, Energy-Efficient Automatic Train Driving by Learning Driving Patterns. AAAI Conference on Artificial Intelligence, 2018, 2265-2272.
[31]Xibin Zhao, Nan Wang, Heyuan Shi, Hai Wan, Jin Huang, Yue Gao, Hypergraph Learning with Cost Interval Optimization. AAAI Conference on Artificial Intelligence, 2018, 4522-4529.
[32]Nan Wang, Xibin Zhao*, Yu Jiang, Yue Gao, Iterative Metric Learning for Imbalance Data Classification. International Joint Conference on Artificial Intelligence, 2018, 2805-2811.
[33]Yifan Feng, Zizhao Zhang, Xibin Zhao*, Rongrong Ji, Yue Gao, GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition. IEEE Conference on Computer Vision and Pattern Recognition, 2018.
[34]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.
[35]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.
[36]Ronglu Yang, Lifan Su, Xibin Zhao*, Hai Wan, and Jiaguang Sun, Representative Band Selection for Hyperspectral Image Classification. Journal of Visual Communication and Image Representation, 2017, Vol. 48, pp. 396-403.
[37]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 Intelligence, 2017.
[38]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 Reliability, 2011, Vol. 61, Issue 1, pp. 192-202.

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