主要研究方向
.数据挖掘

研究领域
.数据挖掘
.特征提取
.高维数据分析

代表作
.Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, and Meng Wang. Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior. International Journal of Computer Vision (IJCV, CCF A类期刊), 2021.
.Yan Zhang, Zhao Zhang, Sheng Li, Jie Qin, Guangcan Liu, Meng Wang, and Shuicheng Yan. Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation. IEEE Transactions on Knowledge and Data Engineering (TKDE, CCF A类期刊), vol.31, no.12, pp.2423-2440, 2019.
.Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, and Meng Wang. Partial-Label and Structure-constrained Deep Coupled Factorization Network. 35th AAAI Conference on Artificial Intelligence (AAAI，CCF A类会议), Virtual, 2021-02-02 To 2021-02-09.
. Yan Zhang, Zhao Zhang, Jie Qin, Li Zhang, Bing Li, and Fanzhang Li. Semi-supervised local multi-manifold Isomap by linear embedding for feature extraction. Pattern Recognition (PR，SCI一区期刊), vol.76, pp.662-678, 2018.
.Yan Zhang, Zhao Zhang, Zheng Zhang, Mingbo Zhao, Li Zhang, Zhengjun Zha, and Meng Wang. Deep Self-representative Concept Factorization Network for Representation Learning. SIAM International Conference on Data Mining (SDM，CCF B类会议), Cincinnati, Ohio, USA, 2020-05-07 To 2020-05-09.

个人简介

张妍：女，师资博士后，于2022年毕业于苏州大学bwin必赢获得博士学位，2022年8月入职苏州大学bwin必赢。主要从事数据挖掘与模式识别方向的研究，具体为特征提取、矩阵分解、数据表示与聚类等。在高水平国际期刊和会议上发表学术论文十余篇，包括IJCV、IEEE TKDE、Pattern Recognition、AAAI等。已获批中国发明专利2项。担任国际权威学术会议IJCAI程序委员（Program Committee），国际学术会议DSDE技术委员（Technical Committee），国际学术会议NCAA分会主席（Track Chair）。长期担任国际权威学术期刊IEEE Trans、Pattern Recognition、Signal Processing、Neural Processing Letters审稿人。目前主持江苏省自然科学青年基金1项，主持江苏省高校面上项目1项。