The Major Research Plan of National Natural Science Foundation of China, 2022-2025
The Importation and Development of High-Caliber Talents Project of Beijing Municipal Institutions, 2020-2022
The Ministry of Industry and Information Technology – Industrial Internet Innovation development PTechnology Project (Sub-project: Artificial Intelligence),2020-2022
The Ministry of Industry and Information Technology – Industrial Internet Innovation development Project (Sub-project: Reference Model), 2018-2020
The Ministry of Industry and Information Technology – Industrial Internet Innovation development Project (Sub-project: Emergency Response), 2018-2020
The National Key Research and Development Program of China (SubTask: Standardization), 2017-2020
The National Key Research and Development Program of China (SubTask: Temporal Summarization), 2017-2020
The National Natural Science Foundation of China, 2017-2021
The National Standardization Foundation, 2015-2016
The Beijing Excellent Talent Development Foundation, 2013-2015
The Importation and Development of High Caliber Talents Project of Beijing Municipal Institutions, 2013-2015
The National Information Security 242 Project of China, 2014-2015
The National Soft Science Program of China, 2011-2012
The National Natural Science Foundation of China, 2011-2014
The Scientific Research Common Program of Beijing Municipal Commission of Education, 2011-2014
The Beijing Natural Science Foundation, 2010-2013
Editor of Proceeding
Yung M, Zhang J, Yang Z (Eds.). Trusted Systems-7th International Conference, INTRUST 2015, Beijing, China, December 7-8, 2015. INTRUST 2015, LNCS 9565, 2016
Standards
Yang Z (Editor), Li T (Co-Editor), Karl Waedt, Lin Yanghuichen. Information technology- Security techniques-Security reference model for industrial internet platfrom. ISO/IEC 24392, 1st CD.
Data Mining / Artificial Intelligence Theory and Application
Lu N, Yang Z*, Huang J, Wu Y, Wang H. Silence or Outbreak – a Real-time Emergent Topic Identification System (RealTIS) for Social Media, has been accepted to the AAAI-22 Demonstrations Program, 2021.
Ma Z*, Lu X, Xie J, Yang Z*, Xue Jao, Tan Z, Xiao B, Guo J. On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables, IEEE Transactions on Neural Networks and Learning Systems. [Early Access] (5-year Impact factor: 8.823)
Du Yu, Li T, Pathan M, Teklehaimanot H, Yang Z. An Effective Sarcasm Detection Approach Based on Sentimental Context and Individual Expression Habits. Cognitive Computation (2021): 1-13. (5-year Impact factor: 3.856)
Yang Z, Wu D, Li T*, Feng W, Tu S. A Mulit-objective Cluster Head SelectionOptimization Algorithm for Industrial Wireless Sensor Networks. 2021 IEEE 6th International Conference on Image, Vision and Computing (ICIVC). IEEE, 2021. Ms. Wu Di Awarded Excellent Paper Presentation Award Winners
Feng, Weite, Tong Li*, Haiyang Yu, and Zhen Yang. A Hybrid Music Recommendation Algorithm Based on Attention Mechanism. In International Conference on Multimedia Modeling, pp. 328-339. Springer, Cham, 2021.
Ruiyi Wang, Tong Li* and Zhen Yang. Predicting Polypharmacy Side Effects Based on an Enhanced Domain Knowledge Graph. International Conference on Applied Informatics, 2020, pp. 89–103.
Yang Z*, Yao Y, Tu S. Exploiting Sparse Topics Mining for Temporal Event Summarization. 2020 IEEE 5th International Conference on Image, Vision and Computing (ICIVC). IEEE, 2020: 322-331. Best PaperAward
Yang Z*, Yu H, Tang J, Liu H. Toward Keyword Extraction in Constrained Information Retrieval in Vehicle Social Network. IEEE Transactions on Vehicular Technology, 2019, 68(5): 4285-4294. (5-year Impact factor: 5.119)
Ma, Z., Xue, J. H., Leijon, A., Tan, Z. H., Yang, Z., Guo, J. Decorrelation of neutral vector variables: Theory and applications. IEEE Transactions on Neural Network and Learning Systems (TNNLS), 2018, 29(1): 129-143. (5-year Impact factor: 8.823)
Yang Z, Chen W, Huang J. Enhancing recommendation on extremely sparse data with blocks-coupled non-negative matrix factorization. Neurocomputing, 2018, 278: 126-133.
Yang Z*, Tang J, Liu H. Cloud Information Retrieval: Model Description and Scheme Design. IEEE Access, 2018, 6: 15420-15430.
Yang Z, Gao K, Huang J. External Expansion Risk Management: Enhancing Microblogging Filtering Using Implicit Query. Wireless Personal Communications, 2018, 102(3): 2199-2209.
Yang Z, Yao F, Fan K, Huang J. Text Dimensionality Reduction with Mutual Information Preserving Mapping. Chinese Journal of Electronics 26.5 (2017): 919-925.
Yang Z, Gao K, Fan K, Lai Y. “Sensational Headline Identification By Normalized Cross Entropy-Based Metric.” The Computer Journal, 2015, 58 (4): 644-655.
Yang Z*, Issac J, Hu X, Liu H. “Finding the Right Social Media Site for Questions.” 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM’15), August 25-28, 2015, Paris, France, 639-644. (A demo Q&A system ‘Social Answer’ was demonstrated in ICDM’15)
Dani H, Morstatter F, Xia H, Yang Z, and Liu H. Social Answer: A System for Finding Appropriate Sites for Questions in Social Media. In 2015 IEEE International Conference on Data Mining Workshop (ICDMW), pp. 1632-1635. IEEE, 2015 (This is a demo track paper that demonstrates a Q&A system ‘Social Answer’ proposed in our ASONAM’15 paper!)
Yang Z, Fan K, Lai Y, Gao K, Wang Y. “Short Texts Classification Through Reference Document Expansion.” Chinese Journal of Electronics, 2014, 23(2): 315-321.
Yang Z, Wang L, Lai Y. “ Online comment clustering based on an improved semantic distance.” Ruan Jian Xue Bao/Journal of Software, 2014, 25(12): 2777-2789. (in Chinese, 杨震, 王来涛, 赖英旭. 基于改进语义距离的网络评论聚类研究. 软件学报, 25(12): 2777-278, 2014)
Yang Z, Wang L, Fan K, Lai Y. “Exemplar-Based Clustering Analysis Optimized by Genetic Algorithm.” Chinese Journal of Electronics, 2013, 22(4): 735-740.
Yang Z*, Lei J, Fan K, Lai Y. “Keyword Extraction by Entropy Difference Between the Intrinsic and Extrinsic Mode.” Physica A: Statistical Mechanics and its Applications, 2013, 392(19): 4523-4531.[Paper, Code]
Yang Z, Lai Y, Duan L, Li Y, Xu X. “Spam Collaborative Filtering in Enron E-mail Network.” Acta Automatica Sinica, 2012, 38(3): 399-411. (in Chinese, 杨震, 赖英旭, 段立娟等. 邮件网络协同过滤机制研究. 自动化学报, 38(3): 399-411, 2012)
Yang Z, Lai Y, Duan L, Li Y. “Short Text Sentiment Classification Based on Context Reconstruction.” Acta Automatica Sinica, 2012, 38(1): 55-67. (in Chinese, 杨震, 赖英旭, 段立娟等. 基于上下文重构的短文本情感极性判别研究. 自动化学报, 38(1): 55-67, 2012)
Yang Z, Fan K, Lei J, Guo J. Text Manifold Based on Semantic Analysis. Acta Electronica Sinica, 37(3): 557-561, 2009. (in Chinese, 杨震, 范科峰, 雷建军, 郭军. 基于语义的文本流形研究. 电子学报, 37(3): 557-561, 2009)
Data Security / Cybersecurity
Yu H, Yang Z, Tu S, Waqas E, Liu H. Blockchain-Based Offline Auditing for the Cloud in Vehicular Networks. Accepted in IEEE Transactions on Network and Service Management. 2022
Zhou M, Yang Z*, Yu H, Lai Y, Ma Z. Privacy-Preserving Verifiable Collaborative Learning with Chain Aggregation[C], 7th IEEE International Conference on Network Intelligence and Digital Content, 2021, Nov. 17-19. Best Paper Award
Yang Z, Li T, Waedt K. Li Y. The Need of Standardizing Industrial Internet Platform: Challenges and Threats. SC 27 Journal, 2021, 1(2), 15-30.
Yu H, Ma S, Hu Q, Yang Z*. Blockchain-Based Continuous Auditing for Dynamic Data Sharing in Autonomous Vehicular Networks. Computer, 54 (8), 33-45(Impact factor: 4.419) August 2021 Features Article
Yu H, Hu Q, Yang Z*, Liu H. Efficient Continuous Big Data Integrity Checking for Decentralized Storage. IEEE Transactions on Network Science and Engineering, 8(2), 1658-1673, 2021 (DOI: 10.1109/TNSE.2021.3068261, 5-year Impact factor: 5.213)
Chen Y, Martínez J, López L, Yu H, Yang Z*. A dynamic membership group-based multiple-data aggregation scheme for smart grid. IEEE Internet of Things Journal, 8(15), 12360-12374, 2021 (5-year Impact factor: 11.705)
Yang Z, Zhang H, Yu H*, Li Z, Zhu B, Sinnott R O. Attribute-Based Keyword Search over the Encrypted Blockchain, Computer Modeling in Engineering and Sciences (CMES), 2021. (Accepted)
Wu J, Yu H, Yang Z, Yin R. Disk Failure Prediction with Multiple Channel Convolutional Neural Network, International Joint Conference on Neural Networks (IJCNN 2021), 2021. (Accepted)
Yu H, Yang Z, Sinnott R O. Decentralized Big Data Auditing for Smart City Environments Leveraging Blockchain Technology. IEEE Access, 2019, 7: 6288-6296.
Yu H, Cai Y, Sinnott R O*, Yang Z. ID-Based Dynamic Replicated Data Auditing for the Cloud, Concurrency and Computation: Practice and Experience (CCPE), 31(11): e5051, 2019.
Yang Z, Yang T, Fan K, Wang Y. Cloud Services Composition Based on Trust Combination. Acta Electronica Sinica, 2018,46(3):614-620. (in Chinese, 杨震, 杨甜甜, 范科峰,等. 基于信任合成的云服务动态组合机制研究. 电子学报, 2018,46(3):614-620).
Guoshuai Zhao, Tong Li* and Zhen Yang. “An Extended Knowledge Representation Learning Approach for Context-Based Traceability Link Recovery (S).” International Conference on Software Engineering and Knowledge Engineering (SEKE), 2020, pp. 77–82.
Wang, Shiheng, Tong Li*, and Zhen Yang. “Exploring Semantics of Software Artifacts to Improve Requirements Traceability Recovery: A Hybrid Approach.” In 2019 26th Asia-Pacific Software Engineering Conference (APSEC), pp. 39-46. IEEE, 2019.
Wang, Shiheng, Tong Li*, and Zhen Yang. “Using Graph Embedding to Improve Requirements Traceability Recovery.” In International Conference on Applied Informatics, pp. 533-545. Springer, Cham, 2019.