教育背景:?
2007.9–2012.7?? ???中國科學院研究生院 ????信息科學與工程學院????? 博士?
2003.9–2007.7?? ???浙江大學?????????? ????測控技術與儀器專業(yè)????? 學士?
工作簡歷:
2020.6至今 ??????中國科學院微電子研究所 ????EDA中心 ???????????副研究員?
2019.1-2020.6??? 南京未來網絡產業(yè)創(chuàng)新有限公司??????????????????? 數據科學家?
2016.8–2018.12? ?北京工業(yè)大學??? 北京未來網絡高精尖創(chuàng)新中心???? 數據科學家?
2012.7–2016.7 ??中國移動研究院?? 移動健康和智慧醫(yī)療研究中心 ???智能計算研究員?
國家重點研發(fā)計劃(2023-2028),顯示應用中薄膜晶體管及有機發(fā)光二極管器件工藝全流程仿真技術,參加
[1] Zhenjie Yao, Z. Hu, P. Lai, F. Qin, W. Wang, Z. Wu, L. Wang, H. Shao, Y. Li, Z. Li, Z. Liu, J. Li, R. Chen, L. Li. Etching process prediction based on cascade recurrent neural network. Engineering Applications of Artificial Intelligence. 2025 Jan 1;139:109590. (SCI,IF=8.0,Q1,一區(qū),一作)
[2] Z. Jiang, Z. Li, Zhenjie Yao*, Multi-objective optimization in fixed-outline floorplanning with reinforcement learning, Computers and Electrical Engineering, Volume 120, Part B,2024,109784. (SCI,IF=4.9,Q1,三區(qū),通訊)
[3] X. Tang, Z. Li, L. Zeng, H. Zhou, X. Cheng and Zhenjie Yao*, Device Modeling Based on Cost-Sensitive Densely Connected Deep Neural Networks, IEEE Journal of the Electron Devices Society, vol. 12, pp. 619-626, 2024. (SCI,IF=2.4,Q3,三區(qū),通訊)
[4] Zhenjie Yao, Yixin Chen, Jinwei Wang, Junjuan Li, Shuohua Chen, Shouling Wu, Yanhui Tu, Ming-Hui Zhao, Luxia Zhang. Interpretable trend analysis neural networks for longitudinal data analysis. ACM Transactions on Computing for Healthcare. 2024,5(2):1-13. (SCI, IF=8.0,Q1,一作)
[5] Q. Qiao, L. Chen, H. Cai, H. Zhang, Zhenjie Yao*. An online workflow scheduling algorithm considering license limitation in heterogeneous environment. Concurrency and Computation: Practice and Experience. 2023;35(2):e7452. (SCI,IF=1.5,Q2,四區(qū),通訊)
[6] Liu, C., Zhenjie Yao, P Liu, Y Tu, H Chen, H Cheng, L Xie, K Xiao. Early prediction of MODS interventions in the intensive care unit using machine learning. Journal of big Data, 10(1), 2023, p.55. (SCI,IF=6.4,Q1,二區(qū),共一)
[7] Zhenjie Yao, Jiangong Li, Zhaoyu Guan, Yancheng Ye, Yixin Chen Liver disease screening based on densely connected deep neural networks. Neural Networks, 2020, 123: 299-304. (SCI, IF=6.3, Q1,二區(qū),一作)
[8] Zhenjie Yao, W. Yi, Curvature aided Hough transform for circle detection. Expert systems with applications. 2016 Jun 1;51:26-33. (SCI,IF=7.5,Q1,一區(qū),一作)
[9] Zhenjie Yao, W. Yi, License plate detection based on multistage information fusion. Information Fusion. 2014 Jul 1;18:78-85. (SCI,IF=15.5,Q1,一區(qū),一作)
[10] S. Li, Zhenjie Yao*, W. Yi, Frame fundamental high-resolution image fusion from inhomogeneous measurements. IEEE transactions on image processing. 2012 May 25;21(9):4002-15. (SCI, IF=13.7, Q1,一區(qū),二作,通訊)
已授權專利:?
1??? 201210576742X一種心電圖信號處理方法及裝置?
2??? 2013106905173一種計步方法、計步裝置和計步器?
3??? 2013107538044一種用戶運動狀態(tài)的確定方法及裝置?
4??? 201410669624一種排便監(jiān)測方法及裝置?
5??? 2014106703975一種肢體運動監(jiān)測方法及裝置?
6??? 2015100436354一種多模態(tài)體征數據的處理方法和系統(tǒng)?
7??? 2014106744195一種俯臥運動參數估計與評價的方法、裝置及智能終端?
8??? 2014105733367一種用于運動監(jiān)測裝置的異常計步的檢測方法和裝置?
9??? 2015110100848一種針對監(jiān)測目標實現(xiàn)分級定位的方法、裝置及設備?
10? ?2014105329123用戶行為數據的上傳方法、用戶行為的識別方法及裝置2015 ??中國移動創(chuàng)新突破獎?
2012?? 中國科學院院長獎學金
人才隊伍