刘勇国中文主页电子科技大学主页平台管理系统

刘勇国

教授

博士生导师

毕业院校：重庆大学

电子邮箱：

同专业博导团队成员

常用链接

1.电子科技大学

论文成果

中文主页 - 科学研究 - 论文成果

[1] 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.
[2] 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.
[3] 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.
[4] 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.
[5] 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.
[6] 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.
[7] Yun Zhang, Yongguo Liu*, Dongxiao Li, Shuangqing Zhai. Exploring Chinese word embedding with similar context and reinforcement learning. Neural Computing & Applications. (Accepted)
[8] Shigang Yang, Yongguo Liu*, Yun Zhang, Jiajing Zhu. A word-concept heterogeneous graph convolutional network for short text classification. Neural Processing Letters. (Accepted)
[9] 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.
[10] 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.
[11] Yun Zhang, Yongguo Liu*, Jiajing Zhu, Zhi Chen, Dongxiao Li, Yonghua Xiao, Xiaofeng Liu, Shuangqing Zhai. A core drug discovery framework from large scale literature for cold pathogenic disease treatment in traditional Chinese medicine. Journal of Healthcare Engineering. 2021, Article 9930543, 2021.
[12] Qiaoqin Li, Yongguo Liu*, Jiajing Zhu, Yun Zhang, Zhi Chen, Lang Liu, Shangming Yang, Juan Li, Rongjiang Jin, Jing Tao, Lidian Chen, Guanyi Zhu, Bin Zhu. Upper-limb motion recognition based on hybrid feature selection: algorithm development and validation. JMIR mHealth and uHealth. 9(9): e24402, 2021.
[13] Zhi Chen, Yongguo Liu*, Jiajing Zhu, Yun Zhang, Rongjiang Jin, Xia He, Jing Tao, Lidian Chen. Time-frequency deep metric learning for multivariate time series classification. Neurocomputing. 462: 221-237, 2021.
[14] Yun Zhang, Yongguo Liu*, Jiajing Zhu, Shuangqing Zhai, Rongjiang Jin, Chuanbiao Wen. Core drug discovery for chronic glomerulonephritis in traditional Chinese medicine from literature by semantic analysis and community detection. Computational and Mathematical Methods in Medicine. 2020, Article 1862168, 2020.
[15] Yun Zhang, Yongguo Liu*, Rongjiang Jin, Jing Tao, Lidian Chen, Xindong Wu. GLLPA: A graph layout based label propagation algorithm for community detection. Knowledge-Based Systems. 206, Article 106363, 2020.
[16] Yun Zhang, Yongguo Liu*, Qiaoqin Li, Rongjiang Jin, Chuanbiao Wen. LILPA: A label importance based label propagation algorithm for community detection with application in traditional Chinese medicine. Neurocomputing. 413(6): 107-133, 2020.
[17] Jiajing Zhu, Yongguo Liu*, Chuanbiao Wen. MTMA: A multi-task multi-attribute learning model for predicting adverse drug-drug interaction. Knowledge-Based Systems. 199, Article 105978, 2020.
[18] Shangming Yang, Yongguo Liu*, Qiaoqin Li, Wen Yang, Yi Zhang, Chuanbiao Wen. Non-negative matrix factorization with symmetric manifold regularization. Neural Processing Letters. 51(1): 723-748, 2020.
[19] Jiajing Zhu, Yongguo Liu*, Hao Wu, Zhi Chen, Yun Zhang, Shangming Yang, Changhong Yang, Wen Yang, Xindong Wu. A no self-edge stochastic block model and a heuristic algorithm for balanced anti-community detection in networks. Information Sciences. 518: 95-112, 2020.
[20] Yun Zhang, Yongguo Liu*, Jieting Li, Jiajing Zhu, Changhong Yang, Wen Yang, Chuanbiao Wen. WOCDA: A whale optimization based community detection algorithm. Physica A. 539: 122937, 2020.

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