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 (博士学位)
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
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
WORK EXPERIENCES
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 EngineeringAssociate Professor
2016.06 - Now
Ecole Centrale de Lyon (France)
ATER (Attached temporary of
teaching and researching)
2014.11 - 2015.09
工作经历
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副教授
2016.06 - 至今
法国里昂中央理工大学
信息与数学系 助理讲师
2014.11 - 2015.09
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
Publications
发表文章
- 1. 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.
- 2. 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.
- 3. Zhang, B., Qiu P, et al. FlowBridge: Process Engine Supporting Multi-organizational Cross-chain Business Integration. Journal of Computer Systems, Accepted, 2024.
- 4. 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.
- 5. 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.
- 6. 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.
- 7. 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.
- 8. 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.
- 9. 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.
- 10. 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.
- 11. 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.
- 12. 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.
- 13. 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.
- 14. 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.
- 15. 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.
- 16. 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.
- 17. 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.
- 18. 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.
- 20. 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.
- 21. 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.
- 22. 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.
- 23. 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.
Social Activities
Lead Guest Editor of Machine Learning Journal(Journal of SCI)
Referee of National Natural Science Foundation of China
Professional Member of China Computer Federation
Executive Chairman of Union des Entrepreneurs Franco-Chinois (UEFC)
社会工作
国际SCI期刊《Machine Learning》首席客座编辑
国家自然科学基金评审人
中国计算机协会上海青委会委员
中法创业者协会常务副会长