反饋

陳媛媛

（四川大學計算機學院副教授）

2004年6月於電子科技大學獲學士學位；2007年3月於上海交通大學獲碩士學位，同年7月在四川大學計算機學院從事教學科研工作；2015年12月於四川大學獲博士學位。^[1]

近年來主要研究方向為人工智能、神經網絡、智能醫療等。^[1]

目前已在國內外高水平期刊和會議上發表學術論文20餘篇。^[1]

其中兩篇論文曾獲2014、2106年度IEEE成都分部最佳論文獎。

曾多次獲評四川大學青年骨幹教師。^[1]

作為負責人承擔多項國家級科研項目和省級科研項目，包括國家自然科學基金青年項目、國家科技重大專項子課題任務、國家科技支撐計劃子課題任務、四川省科技計劃項目等。

1. 國家自然科學基金青年項目，數據表達的低秩約束深度神經網絡方法，2018/1-2020/12，主持

Yuanyuan Chen and Zhang Yi, Locality-constrained least squares regression for subspace clustering, Knowledge-Based Systems. 2019,163:51-56
Junjie Hu,Yuanyuan Chen,Jie Zhong,Rong Ju,and Zhang Yi, Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks.IEEE Transactions on Medical Imaging, 2019, 38(1):269-279
Yuanyuan Chen, Lei Zhang and Zhang Yi, Subspace clustering using a low-rank constrained autoencoder. Information Sciences. 2018,424: 27-38.
Yuanyuan Chen, Lei Zhang and Zhang Yi, A Novel Low Rank Representation Algorithm for Subspace Clustering. International Journal of Pattern Recognition and Artificial Intelligence.2016, 30(04): 1650007-(01-16).
Yuanyuan Chen, Lei Zhang and Zhang Yi, Nearest Convex Hull Classification by using Lotka-Volterra Recurrent Neural Networks. Neurocomputing, 2014, 138(11): 157-166.
Jianyong Wang, Rong Ju, Yuanyuan Chen, Lei Zhang, Junjie Hu, Yu Wu, Wentao Dong, Jie Zhong, Zhang Yi, Automated Retinopathy of Prematurity Screening Using Deep Neural Networks, EBioMedicine, 2018, 35:361-368
Zhentao Gao, Jie Li, Jixiang Guo, Yuanyuan Chen, Zhang Yi, Jie Zhong. Diagnosis of Diabetic Retinopathy Using Deep Neural Networks. IEEE Access. 2018, DOI:10.1109/ACCESS.2018.2888639.
Jianyong Wang, Lei Zhang, Yuanyuan Chen, and Zhang Yi, A New Delay Connection for Long Short-Term Memory Networks. International Journal of Neural Systems, 2017, 28(3):1750061.^[1]

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