教育背景:
2007.9–2012.7 中国科学院研究生院 信息科学与工程学院 博士
2003.9–2007.7 浙江大学 测控技术与仪器专业 学士
工作简历:
2020.6至今 中国科学院微电子研究所 EDA中心 副研究员
2019.1-2020.6 南京未来网络产业创新有限公司 数据科学家
2016.8–2018.12 北京工业大学 北京未来网络高精尖创新中心 数据科学家
2012.7–2016.7 中国移动研究院 移动健康和智慧医疗研究中心 智能计算研究员
国家重点研发计划(2023-2028),显示应用中薄膜晶体管及有机发光二极管器件工艺全流程仿真技术,参加
[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,Q1,一区,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,Q1,三区,通讯)
[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,Q3,三区,通讯)
[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,Q2,四区,通讯)
[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,Q1,二区,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, Q1,二区,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,Q1,一区,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,Q1,一区,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, Q1,一区,二作,通讯)
已授权专利:
1 201210576742X一种心电图信号处理方法及装置
2 2013106905173一种计步方法、计步装置和计步器
3 2013107538044一种用户运动状态的确定方法及装置
4 201410669624一种排便监测方法及装置
5 2014106703975一种肢体运动监测方法及装置
6 2015100436354一种多模态体征数据的处理方法和系统
7 2014106744195一种俯卧运动参数估计与评价的方法、装置及智能终端
8 2014105733367一种用于运动监测装置的异常计步的检测方法和装置
9 2015110100848一种针对监测目标实现分级定位的方法、装置及设备
10 2014105329123用户行为数据的上传方法、用户行为的识别方法及装置2015 中国移动创新突破奖
2012 中国科学院院长奖学金
人才队伍