Xibin ZHAO-School of Software, Tsinghua University

Faculty

Name: Xibin ZHAO

Title: Tenured associate professor

Email: zxb@tsinghua.edu.cn

Address: 11-313, East Main Building, Tsinghua University

Research Fields: Xibin Zhao has been dedicated to research in network security anomaly detection and attack tracing, focused on building a comprehensive network security defense system that covers the entire life cycle of data perception, processing, and analysis. In the field of anomaly detection, he is devoted to entity behavior feature modeling, out-of-distribution data analysis, and new attack detection algorithms based on deep learning. In terms of attack tracing, he studies construction of multi-host and full-system tracing diagrams by unified modeling based on multi-level logging and further explores the diagrams’ compression, representation, and modeling methods and establishment of a set of tracing diagram collection and management algorithms for different data sources and systems, and effective reconstruction of the attacker's complete attack chain through approaches such as attack entry point analysis and link restoration. His research areas include information system security, industrial networks and control, enterprise informationization, artificial intelligence, intelligent manufacturing, and knowledge automation.

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

Deputy Director, Tsinghua University Key Laboratory for Information System Security, Ministry of Education
Dean, Tsinghua University–China Central Depository & Clearing Co., Ltd. Joint Research Institute for Financial Information Technology Innovation
Deputy Director, Tsinghua University–CRRC Sifang Institute Joint Research Center for the Industrial Internet of Things in Intelligent Equipment
Member, the Ministry of Science and Technology's "12th Five-Year Plan" 863 Advanced Manufacturing Field Major Project "Core Software" Overall Expert Group
Expert, National Key R&D Program "Scientific and Technological Support for Social Governance and Smart Society" during the 14th Five-Year Plan, Ministry of Science and Technology
Senior Member, IEEE
Senior Member, China Computer Federation
Senior Member, Chinese Association of Automation
Member, Intelligent Manufacturing Technical Committee, Chinese Association of Automation
Member, Equipment Certification Technology Committee of China Association of Metros
Standing Committee Member of the Technical Committee on Spatiotemporal Security Information Service, Chinese Institute of Command and Control

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
Network and Information Security Technology
Software Engineering Exploration and Practice
Business Process and Asset Management
Intelligent Systems Innovation Practice

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 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

Xibin Zhao (1/3). Construction and Optimization of an AI Security Teaching Assistant Based on the Reconnaissance, Attack, Defense, and Traceback Platform. Grand Prize, Call for Teaching Cases at the National Collegiate "AI+" Computer Education Conference, Teaching Steering Committee for Computer-related Majors under the Ministry of Education and the National Association for Computer Education in Higher Education, July 2026 (2026AICECU-AL035)

Xibin Zhao (4/12). Key Technologies and Applications of Adversarial Security and Privacy Collaboration for AI Systems. First Prize, Tianjin Science and Technology Progress Award, Tianjin Municipal Science and Technology Bureau, 2025 (Tsinghua University, 2/7)

Xibin Zhao (2/15). Research and Application of Key Technologies for Information Security Detection in Intelligent Connected Vehicles. Second Prize, Machinery Industry Science and Technology Award, China Machinery Industry Federation, 2025 (Tsinghua University, 2/7)

Xibin Zhao (3/15). Key Technologies and Applications of an Integrated Perception–Diagnosis–Decision System for Complex Industrial Processes. Second Prize, Beijing Municipal Science and Technology Award for Technological Invention, 2025 (Tsinghua University, 2/6)

Xibin Zhao (1/7). An Experimental Teaching Case for a Cybersecurity Reconnaissance, Attack, Defense, and Traceback System. First Prize, Teaching Case Competition at the China Collegiate Computer Education Conference, China Computer Federation, July 2024 (T20241000311319)

Xibin Zhao (11/15). Key Technologies and Applications of Security Detection and Defense for Cyber-Physical Systems. First Prize, Science and Technology Award of the Chinese Association of Automation, 2023 (Tsinghua University, 7/8)

Xibin Zhao (4/15). Key Technologies and Applications of Cyber-Physical Integration Systems for Complex Processes. First Prize, Guangdong Science and Technology Progress Award, Department of Science and Technology of Guangdong Province, 2022 (Tsinghua University, 2/10)

Xibin Zhao (major contributor). Intelligent Operation and Maintenance Platform for Rail Transit Vehicles Based on the Industrial Internet. Grand Prize, 5th National Equipment Management and Technological Innovation Achievements, China Association of Plant Engineering, 2022

Xibin Zhao (3/11). Key Technologies and Industrial Applications of Secure Integration for the Heterogeneous Internet of Things. Second Prize, Jiangsu Provincial Science and Technology Progress Award, Department of Science and Technology of Jiangsu Province, 2019 (Tsinghua University, 3/5)

TEACHING AWARDS

Tsinghua Software Award, 2026
  Grand Prize, Call for Teaching Cases, National Collegiate "AI+" Computer Education Conference, 2026
  Liu Bing Award, Tsinghua University, 2025
  First Prize, Tsinghua University Teaching Achievement Award, 2025
  Second Prize, Hunan Provincial Higher Education (Undergraduate) Teaching Achievement Award, 2025
  First Prize, Teaching Case Competition, China Collegiate Computer Education Conference, 2024
  Annual Excellent Teaching Award, Tsinghua University, 2022, 2025

PAPERS:

[1]Ruihua Wang, Yihao Peng, Yilun Sun, Xuancheng Zhang, Hai Wan, 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,

STANDARDS

[1] National Standard of China GB/T 41723-2022, Automation systems and integration—Digital twin architecture of complex product (participated in drafting; published Oct. 2022, implemented May 2023).

PATENTS

[1] Xibin Zhao, Yiyan Ma, Hai Wan. Server Behavior Anomaly Detection Method, Apparatus, Electronic Device, and Storage Medium. China Invention Patent, CN202410633860.2, May 21, 2024
[2] Xibin Zhao, Risheng Wei, Hao Hu, Hai Wan. Anomaly Detection Method, Apparatus, and Electronic Device Based on Provenance Subgraph. China Invention Patent, CN202410624914.9, May 20, 2024.
[3] Xibin Zhao, Hao Xi, Jinyu Zhu, Shenyang Yuan, Zhen Wang, Renxuan Tan, Hai Wan. Request-Based Serverless Attack Tracing Method and System. China Invention Patent, CN202410573993.5, May 10, 2024.
[4] Xibin Zhao, Zelong Zhou, Xuancheng Zhang, Xiaoxiang Li, Du Wu, Hai Wan. Advanced Persistent Threat (APT) Attack Detection Method, Apparatus, and Electronic Device. China Invention Patent, ZL202310539179.7, Aug. 19, 2025.
[5] Xibin Zhao, Ruihua Wang, Yihao Peng, Hai Wan. Online System and Server for Matching Attack Patterns Based on System Provenance Graph Search. China Invention Patent, ZL202210818526.5, July 12, 2024.
[6] Xibin Zhao, Yufeng Chen, Yue Gao. 3D Model Retrieval Method, Apparatus, Electronic Device, and Storage Medium. China Invention Patent, CN202210514251.6, May 11, 2022.
[7] Xibin Zhao, Yufeng Chen, Yue Gao. 3D Object Detection Method, Apparatus, Electronic Device, and Storage Medium. China Invention Patent, CN202210507723.5, May 10, 2022.
[8] Xibin Zhao, Hang Lin, Yue Gao. Convolutional Neural Network Kernel Pruning Method Based on Hypergraph Model Spectral Clustering. China Invention Patent, CN202210334415.7, March 30, 2022.
[9] Xibin Zhao, Xuancheng Zhang, Yue Gao. High-Precision Multi-View Point Cloud Reconstruction Method and Apparatus Based on Differentiable Projection. China Invention Patent, ZL202210293201.X, Aug. 13, 2024.
[10] Xibin Zhao, Xuancheng Zhang, Yue Gao. Image-Based Point Cloud Completion Method and System. China Invention Patent, ZL202110204647.6, August 5, 2022.
[11] Xibin Zhao, Ruozhou Liang, Yue Gao. Network Security Anomaly Detection Algorithm and System Based on Clustering Graph Neural Network. China Invention Patent, ZL202011090335.9, Nov. 2, 2021.
[12] Xibin Zhao, Junjie Zhu, Bingjun Luo, Yue Gao. Dynamic Evolving Facial Expression Recognition Method and System. China Invention Patent, CN202010940835.0, September 9, 2020.
[13] Xibin Zhao, Hai Wan, Hao Zhang, Xiao Huang. Data Stream Processing Method, Apparatus, Computing Device, and Storage Medium. China Invention Patent, CN202010768030.2, August 3, 2020.
[14] Xibin Zhao, Hai Wan, Jian Sun, Hongyu Jia. Data Stream Classification Method and Apparatus Based on Dynamic Fast Decision Tree Algorithm. China Invention Patent, CN202010767031.5, August 3, 2020.
[15] Xibin Zhao, Hai Wan, Hao Zhang, Xiao Huang. Data Annotation Request Method, Apparatus, Device, and Storage Medium Adapted for Low Budget. China Invention Patent, ZL202010767850.X, August 3, 2020.
[16] Xibin Zhao, Yufeng Chen, Yue Gao. Multi-View 3D Object Reconstruction Method and System. China Invention Patent, ZL202010754650.0, July 30, 2020.
[17] Xibin Zhao, Benyuan Lu, Yue Gao. Method for Industrial Network Traffic Anomaly Detection and Localization. China Invention Patent, ZL202010716056.2, Aug. 31, 2021.
[18] Xibin Zhao, Hao Cui, Yue Gao. Anomaly Assessment Method and System Based on Industrial Control Network Traffic. China Invention Patent, ZL202010549545.3, July 1, 2022.
[19] Xibin Zhao, Nan Wang, Yue Gao. Network Anomaly Detection Method Based on Hypergraph Structure Quality Optimization. China Invention Patent, ZL202010384710.4, June 1, 2021.
[20] Xibin Zhao, Hao Cui, Yue Gao. Security Situation Awareness System Based on Industrial Control Network Traffic. China Invention Patent, ZL201910998682.2, April 13, 2021.
[21] Xibin Zhao, Yue Gao, Hai Wan. Deterministic Fault Detection and Localization Method and System in Time-Sensitive Networks. China Invention Patent, ZL201910851512.1, November 6, 2020.
[22] Xibin Zhao, Yue Gao, Hai Wan. Method, Apparatus, and System for Generating Schedule Tables in Time-Triggered Networks. China Invention Patent, ZL201910851119.2, December 11, 2020.
[23] Xibin Zhao, Zonghui Li, Hai Wan, Sukun Zhang. Priority Scheduling Method and Apparatus for Switches. China Invention Patent, ZL201910059909.7, May 3, 2022.
[24] Xibin Zhao, Yue Gao, Zonghui Li. Real-Time Data Transmission Method and System. China Invention Patent, ZL201811565563.X, December 4, 2020.
[25] Xibin Zhao, Jin Huang, Zengkun Li, Yue Gao, Yan Liu. Evaluation Method and System for an ATO Trip Plan. China Invention Patent, ZL201710450602.0, June 15, 2017.
[26] Xibin Zhao, Yanan Xia, Jin Huang, Sha Lu, Yuqi Ren, Ming Gu, Jiaguang Sun. Locomotive Intelligent Operation Method and System Based on Deep Reinforcement Learning. China Invention Patent, ZL201710045758.0, January 20, 2017.
[27] Xibin Zhao, Siguang Huang, Jin Huang, Yanan Xia, Ming Gu, Jiaguang Sun. Training Method for Bidirectional LSTM Model for Locomotive Energy-Saving Operation. China Invention Patent, ZL201710039035.X, January 18, 2017.
[28] Xibin Zhao, Siguang Huang, Jin Huang, Fan Yang, Ming Gu, Jiaguang Sun. Hybrid Task Scheduling Method for Railway Locomotive Operation Control System Based on Reinforcement Learning. China Invention Patent, ZL201710025977.2, January 13, 2017.
[29] Xibin Zhao, Yihao Peng, Tongxin Zhang, Yuxuan Zhang, Hai Wan. Automated Fine-Grained Log Annotation Method. China Invention Patent, ZL202411995678.8, Apr. 21, 2026.
[30] Xibin Zhao, Hai Wan, Xiaoxiang Li, Xinyu Jiang, Yilun Sun. Provenance Graph Compression Method, Apparatus, Electronic Device, and Storage Medium. China Invention Patent, ZL202410633861.7, Apr. 21, 2026.