张冰雪

Bingxue ZHANG

Mobile: (+86) 189 1695 2595 (+65) 8630 6731

Education

Ecole Centrale de Lyon (France)

PHD OF INFORMATION SCIENCE
2011.09 - 2014.11

Beihang University (China)

Master in Automation Science
2008.09 - 2011.03

Dalian University of Technology (China)

B.S. in Software Engineering
2004.09 - 2008.07

教育背景

法国里昂中央理工大学

信息科学专业 (工学博士)
2011.09 - 2014.11

北京航空航天大学

控制科学与工程专业 (工学硕士)
2008.09 - 2011.03

大连理工大学

网络工程专业 (工学学士)
2004.09 - 2008.07

Research Interests

Blockchain Technology
Human-Computer Interaction
Data Analytics & Applications
AIGC Related Technologies
Data Governance
Data Valuation
Data Security

研究方向

区块链技术
人机交互
数据分析与应用
AIGC 相关技术
数据治理
数据估值
数据保护

WORK EXPERIENCES

University of Shanghai For Science and Technology (China)

School of Optical-Electrical and Computer EngineeringAssociate Professor
2022.06 - Present

National University of Singapore (Singapore)

School of ComputingVisiting Research Associate Professor
2023.10 - 2024.03

National University of Singapore (Singapore)

School of ComputingAcademic Scholar
2022.09 - 2023.09

University of Shanghai For Science and Technology (China)

School of Optical-Electrical and Computer EngineeringLecturer
2016.06 - 2022.05

Ecole Centrale de Lyon (France)

ATER (Attached temporary of teaching and researching)
2014.11 - 2015.09

工作经历

上海理工大学

光电信息与计算机工程学院副教授
2022.06 - 至今

新加坡国立大学

计算机学院客座副教授
2023.10 - 2024.03

新加坡国立大学

计算机学院访问学者
2022.09 - 2023.09

上海理工大学

光电信息与计算机工程学院讲师
2016.06 - 2022.05

法国里昂中央理工大学

信息与数学系 助理讲师
2014.11 - 2015.09

Books

· Handbook of Blockchain, Digital Finance, and Inclusion, Volume 3: Web3, AI, Privacy and Greentech, Elsevier Press

· University Computer Science and Artificial Intelligence, Beijing University of Posts and Telecommunications Press

· Web3.0 Creator Economy, CITIC Press (Under proofreading)

专著

· Handbook of Blockchain, Digital Finance, and Inclusion, Volume 3: Web3, AI, Privacy and Greentech, Elsevier 出版社

· 《大学计算机与人工智能》 北京邮电大学出版社

· 《Web3.0创作者经济》 中信出版社（校稿中）

Projects

Project Name
National Research Foundation of Singapore
Subject Name
AI- and Data-driven Financial Management and Analytics (A-0008021-00-00)
Participant 2022-09
Project Name
Singapore Blockchain Innovative Programme
Subject Name
Research on blockchain scalability and interoperability
Participant 2022-10
Project Name
National Natural Science Foundation of China
Subject Name
Research of Modeling, Recognition and Adaption Mechanism of Learning Ability in Adaptive Learning (62007024)
Principal Investigator 2020-08
Project Name
Science and Technology Commission of Shanghai Municipality, China
Subject Name
Multidimensional Perceptual and Adaptive Learning Platform (202H1059400)
Principal Investigator 2020-07
Project Name
China Education Equipment Industry Association
Subject Name
Research and Application of Teaching Quality Analysis and Educational Decision Support based on Artificial Intelligence Technology (CEFR18009R4)
Principal Investigator 2018-05
Project Name
Science and Technology Commission of Shanghai Municipality, China
Subject Name
Research on Context Awareness and Adaptive Learning Technology based on Data Mining (17YF1428400)
Principal Investigator 2017-05
Project Name
Huadong Hospital Affillated to Fudan University, China
Subject Name
Research and Development of Precise Positioning Radiotherapy Assistant System (3A-21-302-108)
Principal Investigator 2021-11
Project Name
Shanghai JiaoTong University School of Medicine, China
Subject Name
Development and Realization of Personalized Diagnosis and Treatment System in Household Beauty Instrument
Principal Investigator 2021-12

科研项目

项目名称
新加坡国家研究基金项目
课题名称
基于AI及数据驱动的财务管理与分析 (A-0008021-00-00)
核心参与者 2022-09
项目名称
新加坡国家区块链创新项目
课题名称
区块链可拓展性与互操作性的研究
核心参与者 2022-10
项目名称
国家自然科学基金
课题名称
自适应学习中学习能力模型构建、识别方法与适应机制的研究 (62007024)
主持 2020-08
项目名称
上海市科技创新行动计划
课题名称
多维数据感知的人工智能自适应学习平台 (202H1059400)
主持 2020-07
项目名称
中国教育装备研究院课题
课题名称
基于人工智能技术的教学质量分析及教育决策支持的研究及应用 (CEFR18009R4)
主持 2018-05
项目名称
上海市科学技术委员会扬帆计划
课题名称
基于数据挖掘的情境感知及自适应学习技术的研究 (17YF1428400)
主持 2017-05
项目名称
华东医院横向课题
课题名称
精准定位放疗辅助系统研发 (3A-21-302-108)
主持 2021-11
项目名称
上海第九人民医院横向课题
课题名称
家用皮肤管理仪中个性化诊疗系统的研发及实现
主持 2021-12

Courses Taught

· Mobile Application Development (Undergraduate Course)

· Java Programming and Development (Undergraduate Course)

· Blockchain Technology and Applications (Graduate Course)

· Web3.0 Creator Economy (EMBA Course)

主讲课程

· 《移动应用与开发》 本科课程

· 《Java编程与开发》本科课程

· 《区块链技术与应用》 研究生课程

· 《Web3.0创作者经济》EMBA课程

Social Activities

· KDD 2026 & KDD 2025Social Media & Publicity Chair

· DASFAA 2025Associate General Chair

· KDD 2024 Workshop – The Fourth International Workshop on Smart Data for Blockchain and Distributed Ledger (SDBD’24)Organizing Committee Member

· Machine Learning Journal (Journal of SCI) Lead Guest Editor

· International Journals and Conferences including TKDE, TKDD, KDD, DASFAAReviewer

· CCF Yocsef ShanghaiAC

· Blockchain Association Singapore (BAS)Education Committee Member

社会工作

· KDD2026 与 KDD2025宣传主席

· DASFAA2025大会副主席

· KDD 2024 Workshop - The Fourth International Workshop on Smart Data for Blockchain and Distributed Ledger (SDBD’24)组委会成员

· SCI 期刊《Machine Learning Journal》首席客座编辑

· TKDE, TKDD, KDD, DASFAA 等期刊及会议审稿人

· CCF Yocsef ShanghaiAC

· 新加坡区块链协会教育委员

Publications

发表文章

  • 1. Zhang, B., Shi, Y., Zhu, F., Lee, WC. Design and Implementation of Decentralized Data Protection Protocol for Generative AI. The 30th International Conference on Database Systems for Advanced Applications (DASFAA 2025) [Top Conference, CCF Class-B], vol 15987, Singapore, 2026.
  • 2. Zhang, B., Lu G., Wu Y., Ren K. and Zhu F., Zkfhed: A Verifiable and Scalable Blockchain-Enhanced Federated Learning System [Journal of SCI] IEEE Transactions on Knowledge and Data Engineering, vol. 37, no. 6, pp. 3841-3854, 2025.
  • 3. Zhang, B., Chen G., Ooi, B. C., et al, Managing Metaverse Data Tsunami: Actionable Insights[Journal of SCI]. IEEE Transactions on Knowledge and Data Engineering, 2024.
  • 4. Yin, Z., Tang, J., … and Zhang B.*, Generic Mental Workload Measurement Using a Shared Spatial Map Network with Different EEG Channel Layouts[Journal of SCI]. IEEE Transactions on Instrumentation & Measurement, 2024.
  • 5. Zhang, B., Qiu P, et al. FlowBridge: Process Engine Supporting Multi-organizational Cross-chain Business Integration. Journal of Computer Systems, Accepted, 2024.
  • 6. Zhang, B., Lu, G., Qiu, P., et al. Advancing Federated Learning through Verifiable Computations and Homomorphic Encryption[Journal of SCI]. Entropy, 2023, 25(11): 1550.
  • 7. Ooi, B. C., Chen, G.,…,Zhang, B., et al. The Metaverse Data Deluge: What Can We Do About It? [Top Conference, CCF Class-A]. 39th International Conference on Data Engineering (ICDE), IEEE, 2023: 3675-3687.
  • 8. Zhang B, Zhuge Y, Yin Z. Design and implementation of an EEG-based recognition mechanism for the openness trait of the Big Five[Journal of SCI]. Frontiers in Neuroscience, 2022,07(16):926256.
  • 9. Zhang B, Shi Y, Hou L, et al. TSMG: A Deep Learning Framework for Recognizing Human Learning Style Using EEG Signals[Journal of SCI]. Brain Sciences, 2021, 11(11): 1397.
  • 10. Zhang B, Shi Y, Li Y, et al. An Enhanced Elo-based Student Model for Polychotomously Scored Items in Adaptive Educational System[Journal of SCI]. Interactive Learning Environments, 2021: 1-18.
  • 11. Zhang B, Chai C, Yin Z, et al. Design and Implementation of an EEG-Based Learning-Style Recognition Mechanism[Journal of SCI]. Brain Sciences, 2021, 11(5): 613.
  • 12. Yue, H., Zhong X., Zhang, B., et al. "Manifold feature fusion with dynamical feature selection for cross-subject emotion recognition [Journal of SCI], Brain Sciences 11, no. 11 (2021): 1392.
  • 13. Zhang B, Li Y, Shi Y, et al. Recognition and Application of Learner’s Cognitive Ability for Adaptive E-learning[C]. 2020 IEEE 20th International Conference on Advanced Learning Technologies (ICALT). IEEE, 2020: 62-64.
  • 14. Zhang B, Yin C, David B, et al. Facilitating Professionals' Work-Based Learning with Context-Aware Mobile System[Journal of SCI]. Science of Computer Programming, 2016, 129: 3-19.
  • 15. Zhang B, Yin C, David B, et al. A Context-Aware Mobile System for Work-Based Learning[Journal of SCI]. Computer Applications in Engineering Education, 2016, 24(2): 263-276.
  • 16. Yin C, Zhang B, David B, et al. A Hierarchical Ontology Context Model for Work-based Learning[Journal of SCI]. Frontiers of Computer Science, 2015, 9(3): 466-473.
  • 17. Yin C, Zhu S, Chen H, Zhang B, et al. A Method for Community Detection of Complex Networks based on Hierarchical Clustering[Journal of SCI]. International Journal of Distributed Sensor Networks, 2015, 11(6): 849140.
  • 18. Yin C, Zhang B, David B, et al. Design and Case Study of WoBaLearn - A Work-Based Learning System[C]. 2014 IEEE 14th International Conference on Advanced Learning Technologies. IEEE, 2014: 77-79.
  • 19. Zhang B, Yin C, David B, et al. A Framework of Context-Aware Mobile Learning System for Professionals[C]. 2013 IEEE 13th International Conference on Advanced Learning Technologies. IEEE, 2013: 23-25.
  • 20. Zhang B, David B, Yin C, et al. Contextual Learning System for Professional Education in Smart City[C]. “Horizon 2020: Smart Cities Learning” workshop, Alpine Rendez-Vous 2013. 2013: 1-4.
  • 19. Yin C, Zhang B, Rong W, et al. Mobile Learning for Professional Situations in Smart City[C]. IET International Conference on Smart and Sustainable City 2013 (ICSSC 2013). IET, 2013: 401-406.
  • 21. Giovannella C, Gobbi A, Zhang B, et al. Villard-de-Lans: A Case Study for Participatory People-Centered Smart City Learning Design[C]. 2013 IEEE 13th International Conference on Advanced Learning Technologies. IEEE, 2013: 461-462.
  • 22. David B, Xu T, Jin H, Zhou Y, Chalon R, Zhang B, et al. User-Oriented System for Smart City Approaches[J]. IFAC Proceedings Volumes, 2013, 46(15): 333-340.
  • 23. Zhang B, David B, Yin C, et al. Contextual Mobile Learning for Professionals Involving in “Smart City”[C]. SCiLearn workshop in 11th International Conference on Web-Based Learning, Sinaia, Romania, Sep. 2-4, 2012.
  • 24. David B, Yin C, Zhou Y, Xu T, Zhang B, et al. SMART-CITY: Problematics, Techniques and Case Studies[C]. 2012 8th International Conference on Computing Technology and Information Management (NCM and ICNIT). IEEE, 2012, 1: 168-174.