基本信息
郑文 中国科学院大学/中国科学院微小卫星创新研究院 研究员/博士生导师
电子邮件: zhengwen@microsate.com
通信地址: 上海市浦东新区海科路99号
邮政编码: 200120
招生信息
欢迎加入卫星数字化技术课题组!我们专注于微小卫星智能制造,运用大数据和人工智能等前沿技术,推动航天产业创新。我们诚邀通信工程、人工智能和大数据方向的硕士、博士研究生加入,同时提供优秀本科生实习和毕业设计机会。在这里,你将与顶尖专家合作,深入探索研究,积累宝贵经验,共同开创未来!
招生专业
081002-信号与信息处理081001-通信与信息系统
招生方向
数字化技术,人工智能,数据科学与大数据技术
教育背景
2008-09--2013-06 中国科学技术大学工程科学学院 博士学位2004-09--2008-07 中国科学技术大学工程科学学院 学士学位
工作经历
工作简历
2024-04~现在, 中国科学院微小卫星创新研究院, 研究员/博士生导师2018-11~2024-03,太原理工大学大数据学院, 研究员/博士生导师2015-05~2018-11,中国科学技术大学物理学院, 副研究员2013-06~2015-04,合肥微尺度物质科学国家研究中心, 博士后
社会兼职
2023-12-20-今,安徽省数字化发展标准化技术委员会, 委员
2023-06-15-今,山西省网络安全和大数据信息技术标准化委员会, 委员
2022-06-01-今,工业和信息化部信息技术应用创新委员会, 委员
2022-02-27-今,教育部学位与研究生教育发展中心, 专家
2020-04-26-今,长治医学院健康大数据中心, 特聘教授
2020-01-01-今,山西省文化旅游投资控股集团有限公司, 特聘首席技术专家
2019-04-28-今,山西省通信学会, 理事
2023-06-15-今,山西省网络安全和大数据信息技术标准化委员会, 委员
2022-06-01-今,工业和信息化部信息技术应用创新委员会, 委员
2022-02-27-今,教育部学位与研究生教育发展中心, 专家
2020-04-26-今,长治医学院健康大数据中心, 特聘教授
2020-01-01-今,山西省文化旅游投资控股集团有限公司, 特聘首席技术专家
2019-04-28-今,山西省通信学会, 理事
专利与奖励
奖励信息
(1) 第九届中国国际“互联网+大学生创新创业大赛金奖, 一等奖, 国家级, 2024(2) 第八届中国国际“互联网+大学生创新创业大赛银奖, 二等奖, 国家级, 2023(3) 第十三届“挑战杯”中国大学生创业计划竞赛金奖, 一等奖, 国家级, 2023(4) 第八届中国国际“互联网+大学生创新创业大赛铜奖, 三等奖, 国家级, 2022(5) 第七届中国国际“互联网+大学生创新创业大赛铜奖, 三等奖, 国家级, 2021(6) 山西省“三晋英才”青年优秀人才, , 省级, 2019
专利成果
( 1 ) 一种基于ResLs-C深度学习组合的交通状态预测方法, 发明专利, 2022, 第 1 作者, 专利号: CN113222206 B( 2 ) 一种基于图网络的集群动力学预测方法, 发明专利, 2022, 第 1 作者, 专利号: CN112861332B( 3 ) 一种具有除尘结构的贴膜装置, 实用新型, 2023, 第 1 作者, 专利号: CN219040426U( 4 ) 一种芯片冲切装置, 实用新型, 2023, 第 1 作者, 专利号: CN218776895U( 5 ) 一种芯片接合装置, 实用新型, 2023, 第 2 作者, 专利号: CN218849437U( 6 ) 基于AFD自适应分解的双重置乱图像加密方法, 发明专利, 2022, 第 5 作者, 专利号: CN113344762B( 7 ) 公共安全物联网传输装置, 实用新型, 2020, 第 1 作者, 专利号: CN211880771U( 8 ) 商住两用安全电用漏电保护器, 实用新型, 2020, 第 1 作者, 专利号: CN211879318U( 9 ) 一种应急救援综合指挥系统, 实用新型, 2021, 第 1 作者, 专利号: CN212305471U( 10 ) 一种服务器芯片液冷装置, 实用新型, 2024, 第 1 作者, 专利号: CN220455792U
出版信息
发表论文
(1) GCN-based weakly-supervised community detection with updated structure centres selection, Connection Science, 2024, 通讯作者(2) Efficient multiscale spatial attention 3D abdominal multiorgan segmentation model, International Journal of Imaging Systems and Technology, 2024, 通讯作者(3) Physical information-enhanced graph neural network for predicting phase separation, Chinese Physics B, 2024, 通讯作者(4) Integrated Pleiotropic Gene Set Unveils Comorbidity Insights across Digestive Cancers and Other Diseases, Genes, 2024, 通讯作者(5) Double similarities weighted multi-instance learning kernel and its application, Expert Systems with Applications, 2024, 通讯作者(6) Classification and quantification of glomerular spike-like projections via deep residual multiple instance learning with multi-scale annotation, Multimedia Tools and Applications, 2024, 通讯作者(7) Severity-stratification of interstitial lung disease by deep learning enabled assessment and quantification of lesion indicators from HRCT images, Science and Technology, 2024, 通讯作者(8) A Cardiovascular Disease Risk Score Model Based on High Contribution Characteristics, Applied Sciences, 2023, 通讯作者(9) Prediction of Cardiovascular Disease Risk Based on Major Contributing Features, Scientific Reports, 2023, 通讯作者(10) Spatial Distribution Order Parameter Prediction of Collective System Using Graph Network, Chinese Physics B, 2023, 通讯作者(11) A Risk Model to Predict the Mental Health of Older People in Chinese Communities Based on Machine Learning, Annals of Translational Medicine, 2023, 通讯作者(12) Enriching Word Information Representation for Chinese Cybersecurity Named Entity Recognition, Neural Processing Letters, 2023, 通讯作者(13) Diagnosis of diabetic kidney disease in whole slide images via AI-driven quantification of pathological indicators, Computers in Biology and Medicine, 2023, 通讯作者(14) Computed Tomography–Based Deep Learning Model for Assessing the Severity of Patients With Connective Tissue Disease–Associated Interstitial Lung Disease, Journal of computer assisted tomography, 2023, 通讯作者(15) Classification and structural characteristics of amorphous materials based on interpretable deep learning, Chinese Physics B, 2023, 通讯作者(16) SIGNAL RECOVERY WITH CONSTRAINED MONOTONE NONLINEAR EQUATIONS THROUGH AN EFFECTIVE THREE-TERM CONJUGATE GRADIENT METHOD, Journal of Applied Analysis, 2023, 第 2 作者(17) A Service Recommendation Algorithm Based on Self-Attention Mechanism and DeepFM, International Journal of Web Services Research, 2023, 通讯作者(18) Traffic Flow Prediction with Attention Mechanism Based on Ts-Nas, Sustainability, 2022, 通讯作者(19) Fire-Yolo: A Small Target Object Detection Method for Fire Inspection, Sustainability, 2022, 通讯作者(20) Revealing the Characteristic Length of Random Close Packing Via Critical-Like Random Pinning, Soft Matter, 2022, 通讯作者(21) Graph Dynamical Networks for Forecasting Collective Behavior of Active Matter, Chinese Physics B, 2022, 通讯作者(22) Mulsimnet: A Multi-Branch Sub-Interest Matching Network for Personalized Recommendation, Neurocomputing, 2022, 通讯作者(23) An Accurate Urine Red Blood Cell Detection Method Based on Multi-Focus Video Fusion and Deep Learning with Application to Diabetic Nephropathy Diagnosis, Electronics, 2022, 通讯作者(24) Learning Self-Driven Collective Dynamics with Graph Networks, Scientific Reports, 2022, 通讯作者(25) A Seismic Phase Recognition Algorithm Based on Time Convolution Networks, Applied Sciences, 2022, 通讯作者(26) Interstitial Fibrosis and Tubular Atrophy Measurement Via Hierarchical Extractions of Kidney and Atrophy Regions with Deep Learning Method, Measurement, 2022, 通讯作者(27) Recognition of Chinese Legal Elements Based on Transfer Learning and Semantic Relevance, Wireless Communications and Mobile Computing, 2022, 通讯作者(28) Multi‐Instance Inflated 3d Cnn for Classifying Urine Red Blood Cells from Multi‐Focus Videos, IET Image Processing, 2022, 通讯作者(29) Classification of Renal Biopsy Direct Immunofluorescence Image Using Multiple Attention Convolutional Neural Network, Computer Methods and Programs in Biomedicine, 2021, 通讯作者(30) Multi-Step Sequence Flood Forecasting Based on Msbp Model, Water, 2021, 通讯作者(31) The Prediction of Multistep Traffic Flow Based on Ast-Gcn-Lstm, Journal of Advanced Transportation, 2021, 通讯作者(32) Web Service Clustering Approach Based on Network and Fused Document-Based and Tag-Based Topics Similarity, International Journal of Web Services Research, 2021, 通讯作者(33) Unifying Fluctuation-Dissipation Temperatures of Slow-Evolving None-quilibrium Systems from the Perspective of Inherent Structures, Science Advances, 2021, 通讯作者(34) Effects of Short-Range Attraction on Jamming Transition, Chinese Physics B, 2021, 通讯作者(35) Critical point of jamming transition in two-dimensional monodisperse systems, The European Physical Journal E, 2020, 通讯作者(36) 基于 Web 数据挖掘的 COVID-19 流行病学特征分析, 电子科技大学学报, 2020, 第 1 作者(37) Jamming of packings of frictionless particles with and without shear, Chinese Physics B, 2019, 第 1 作者(38) Universal scaling of the stress-strain curve in amorphous solids, Physical Review E, 2019, 通讯作者(39) Shear-induced solidification of athermal systems with weak attraction, Physical Review E, 2016, 第 1 作者(40) Signatures of shear thinning-thickening transition in steady shear flows of dense non-Brownian yield stress systems, Science China Chemistry, 2015, 第 1 作者(41) Disordered solids without well-defined transverse phonons: the nature of hard-sphere glasses, Physical Review Letters, 2015, 第 2 作者(42) 基于 Hopkinson 压杆的动态压剪复合加载实验研究, 力学学报, 2012, 第 1 作者(43) Dynamic mechanical properties of dry sand under confined compression, 爆炸与冲击, 2011, 第 1 作者(44) A preliminary analysis of scale effect of elastic wave propagation in rock mass, Chinese Journal of Geotechnical Engineering, 2011, 第 2 作者(45) Experimental Investigation on Interface Dynamic Friction of Granite under Combined Pressure and Shear Impact Loading, Chinese Journal of High Pressure Physics, 2011, 第 2 作者
发表著作
(1) 山西省旅游市场数据白皮书, 山西经济出版社, 2022-09, 第 2 作者
科研活动
科研项目
( 1 ) 中能电云第三方交易辅助系统, 负责人, 国家任务, 2022-07--2025-06( 2 ) 基于PCIE3.0的高性能服务器交换芯片, 负责人, 地方任务, 2020-07--2023-12( 3 ) 山西省智能数据辅助诊疗工程研究中心, 负责人, 地方任务, 2022-06--2024-12
参与会议
(1)基于图网络的群集动力学结构特征研究 第二届先进计算高峰论坛 2023-10-30(2)Shear-induced solidification of athermal systems with weak attraction 2022-07-22