zhangying

Professor

Gender:Female

Alma Mater:Nanyang Techonological University

Education Level:With Certificate of Graduation for Doctorate Study

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Recommended Ph.D.Supervisor

Scientific Research

Current position: Home > Scientific Research

Research Projects

Paper Publications

Jiajing Zhu, Yongguo Liu*, Yun Zhang, Zhi Chen, Kun She, Rongsheng Tong. DAEM: Deep attribute embedding based multi-task learning for predicting adverse drug-drug interaction. Expert Systems with Applications. 215, Article 119312, 2023.
Zhi Chen, Yongguo Liu*, Yun Zhang, Qiaoqin Li. Orthogonal latent space learning with feature weighting and graph learning for multimodal Alzheimer's disease diagnosis. Medical Image Analysis. 84, Article 102698, 2023.
Jiajing Zhu, Yongguo Liu*, Yun Zhang, Zhi Chen, Xindong Wu. Multi-attribute discriminative representation learning for prediction of adverse drug-drug interaction. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(12): 10129-10144, 2022.
Jiajing Zhu, Yongguo Liu*, Yun Zhang, Zhi Chen, Xindong Wu. Adaptive regularized multi-attribute fuzzy distance learning for predicting adverse drug-drug interaction. IEEE Transactions on Fuzzy Systems. 30(12): 5297-5311, 2022.
Jiajing Zhu, Yongguo Liu*, Chuanbiao Wen, Xindong Wu. DGDFS: Dependence guided discriminative feature selection for predicting adverse drug-drug interaction. IEEE Transactions on Knowledge and Data Engineering. 34(1): 271-285, 2022.
Yun Zhang, Yongguo Liu*, Jiajing Zhu, Xindong Wu. FSPRM: A feature subsequence based probability representation model for Chinese word embedding. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 29: 1702-1716, 2021.
Yun Zhang, Yongguo Liu*, Dongxiao Li, Shuangqing Zhai. Exploring Chinese word embedding with similar context and reinforcement learning. Neural Computing & Applications. (Accepted)
Shigang Yang, Yongguo Liu*, Yun Zhang, Jiajing Zhu. A word-concept heterogeneous graph convolutional network for short text classification. Neural Processing Letters. (Accepted)
Zhi Chen, Yongguo Liu*, Yun Zhang, Rongjiang Jin, Jing Tao, Lidian Chen. Low-rank sparse feature selection with incomplete labels for Alzheimer’s disease progression prediction. Computers in Biology and Medicine. 147: 105705, 1-11, 2022.
Jiajing Zhu, Yongguo Liu*, Yun Zhang, Dongxiao Li. An attribute supervised probabilistic dependent matrix tri-factorization model for the prediction of adverse drug-drug interaction. IEEE Journal of Biomedical and Health Informatics. 25(7): 2820-2832, 2021.

Research Field

数字医学、计算健康、人工智能、大数据

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University of Electronic Science and Technology of China 中文