金沙国际网址js7779

您现在的位置是: 杨旭

金沙国际网址js7779:硕士生导师

姓名:杨旭
所在学科:计算机科学与技术
职称:副教授
联系电话:010-68913467
E-mail:pyro_yangxu@bit.edu.cn
通信地址:北京市海淀区金沙电子游戏网址大全软件楼320

个人信息

  个人简介:

  杨旭,男,博士,副教授,硕导。目前已主持1项国家自然科学基金青年项目,1项国家自然科学基金重大研究计划集成项目课题,1项北京市自然科学基金面上项目,1项国家发改委重点项目,多项省部级纵向项目;作为项目骨干参与2项国家核高基重大项目,1项973项目,1项863项目。发表论文70余篇,以第一/通讯作者被SCI检索30余篇,申请或授权国家发明专利10余项,并参与撰写了两项团体标准《大型人群队列研究数据处理规范T/CPMA 001-2018》与《大型人群队列研究数据安全规范 T/CPMA 002-2018》。。讲授多门本科生/全英文研究生课程。主编的教材《数据科学导论》获批金沙电子游戏网址大全校“十二五”规划教材、校“十三五”规划教材、校“特立”系列教材。

  工作经历:

  2012.3~现在      金沙国际网址js7779 副教授

  2009.10~2012.2   清华大学计算机系 博士后

  教育经历:

  2003.9~2009.7    清华大学微电子所   博士

  1999.9~2003.7    清华大学电子工程系   本科

科研方向

  人工智能、数据科学、并行计算

代表性学术成果

人工智能

1. He Hu; Wang Qilin; Yang Xu*; Lei Yunlin; Cai Jian; Deng Ning; A Memory Neural System Built Based on Spiking Neural Network. Neurocomputing. 2021. (SCI 二区,IF: 4.438)

2. Liu Jing; Yang Xu*; Zhu Yimeng; Lei Yunlin; Cai Jian; Wang Miao; Huan Ziyi; Lin Xialv; How Neuronal Noises Influence Spiking Neural Networks's Cognitive Learning Process: A Preliminary Study. Brain Sciences. 2021, 11(2), 153. (SCI 三区, IF: 3.332

3. Yang, X.*, Lin, J., Zheng, W. et al. Research on learning mechanism designing for equilibrated bipolar spiking neural networks. Artificial Intelligence Review, 2020. 53, 5189–5215. (SCI 二区,IF: 5.747

4. Yang X, Liu G, Deng S, et al. Exploration of a mechanism to form bionic, self-growing and self-organizing neural network[J]. Artificial Intelligence Review, (2019) 52(1): 585-605.(SCI 二区,IF: 5.747

5. Zenghao Chai, Xu Yang*, Zhilin Liu, Yunlin Lei, Wenhao Zheng, Mengyao Ji, and Jinfeng Zhao. Correlation Analysis Based Neural Network Self-organizing Genetic Evolutionary Algorithm, IEEE Access, vol. 7, pp. 135099-135117, 2019. (SCI 二区,IF: 3.745

6. Hu He, Yingjie Shang, Xu Yang*, Yingze Di, Jiajun Lin, Yimeng Zhu, Wenhao Zheng, Jinfeng Zhao, Mengyao Ji, Liya Dong, Ning Deng, Yunlin Lei, Zenghao Chai, Constructing an Associative Memory System Using Spiking Neural Network, Frontiers in Neuroscience, 2019, Vol. 13, p: 650. (SCI 二区,IF: 3.707

7. Hu He, Xu Yang*, Zhiheng Xu, Ning Deng, Yingjie Shang, Guo Liu, Mengyao Ji, Wenhao Zheng, Jinfeng Zhao, Liya Dong, Implementing artificial neural networks through bionic construction, PLOS One, Vol. 14, No.2 : e0212368, 2019. (SCI 三区,IF: 2.776

8. Yang, Xu*; Deng, Songgaojun; Ji, Mengyao; Zhao, Jinfeng; Zheng, Wenhao. Neural Network Evolving Algorithm Based on the Triplet Codon Encoding Method. Genes 2018. 9, no. 12: 626. (SCI 三区,IF: 3.759


数据科学

1. Peng Tu; Chen Xiaoya; Wan Ming; Jin Lizhu; Wang Xiaofeng; Du Xuejie; Ge Hui*; Yang Xu*; The Prediction of Hepatitis E through Ensemble Learning. International Journal of Environmental Research and Public Health. 2021, 18(1), 159. (SCI 三区,IF:2.849

2. Hui Ge, Keyan Gao, Shaoqiong Li, Wei Wang, Qiang Chen, Xialv Lin, Ziyi Huan, Xuemei Su *, Xu Yang*. An Automatic Approach Designed for Inference of the Underlying Cause-of-death of Citizens. International Journal of Environmental Research and Public Health. 2021, 18(5), 2414. (SCI 三区,IF:2.849

3. Lin Xialv; Wang Xiaofeng; Wang Yuhan; Du Xuejie; Jin Lizhu; Wan Ming*; Ge Hui*; Yang Xu*; Optimized Neural Network Based on Genetic Algorithm to Construct Hand-Foot-and-Mouth Disease Prediction and Early-Warning Model, International Journal of Environmental Research and Public Health, 2021, 18(6): 2959. (SCI 三区,IF:2.849

4. Wei Wei; Yang Xu*; Comparison of Diagnosis Accuracy between Back-propagation Artificial Neural Network Model and Linear Regression in Digestive Diseases Patients: An Empirical Research. Computational and Mathematical Methods in Medicine. 2021. (SCI 四区,IF: 1.770)

5. Gao Keyan; Yang Xu*; Wu Chenxia; Qiao Tingting; Chen Xiaoya; Yang Min; Chen Ling; Exploiting Location-Based Context for POI Recommendation When Traveling to a New Region. IEEE Access, vol. 8, pp. 52404-52412, 2020. (SCI 二区,IF: 3.745

6. Yang, X.*; Chen, G.; Qian, Y.; Wang, Y.; Zhai, Y.; Fan, D.; Xu, Y. Prediction of Myopia in Adolescents through Machine Learning Methods. Int. J. Environ. Res. Public Health 2020, 17(2), 463. (SCI 三区,IF: 2.849

7. Peng Tu; Yang Xu*; Xu Zi; Liang Yu; Constructing Environmental Friendly Low Carbon Emission Intelligent Transportation System Based on Big Data and Machine Learning Methods. Sustainability. 2020, 12(19), 8118. (SCI 三区,IF: 2.576)

8. Ge Hui; Fan Debao; Wan Ming; Jin Lizhu; Wang Xiaofeng; Du Xuejie; Yang Xu*; How to Determine Early Warning Threshold Value of Meteorological Factors on Influenza Through Big Data Analysis and Machine Learning. Computational and Mathematical Methods in Medicine, 2020, 8845459. (SCI 四区,IF: 1.770)

9. Xu Yang *, Billy Zimba, Tingting Qiao, Keyan Gao, Xiaoya Chen. Exploring IoT Location Information to Perform Point of Interest Recommendation Engine: Traveling to a New Geographical Region, Sensors, Vol. 19, No. 5: 992, 2019. (SCI 三区,IF: 3.275

10. Wei Wei, Xiaoning Wu, Jialing Zhou, Yameng Sun, Yuanyuan Kong*, and Xu Yang*, Noninvasive Evaluation of Liver Fibrosis Reverse Using Artificial Neural Network Model for Chronic Hepatitis B Patients, Computational and Mathematical Methods in Medicine, vol. 2019, Article ID 7239780. (SCI 四区,IF: 1.770)

11. Xu Yang*, Shixin Luo, Keyan Gao, Tingting Qiao and Xiaoya Chen. Application of Data Science Technologies in Intelligent Prediction of Traffic Congestion, Journal of Advanced Transportation, vol. 2019, Article ID 2915369, 14 pages, 2019. (SCI 四区,IF: 1.670)

12. Yu, Canqing, Tang, Haijing, Guo, Yu, Bian, Zheng, Yang, Ling, Chen, Yiping, Tang, Aiyu, Zhou, Xue, Yang, Xu, Chen, Junshi, Chen, Zhengming, Lv, Jun, Li, Liming, Hot Tea Consumption and Its Interactions With Alcohol and Tobacco Use on the Risk for Esophageal Cancer A Population-Based Cohort Study. Ann Intern Med, 2018;168(7):489-497. (SCI 一区,IF: 21.317

13. Haijing Tang, Taoyi Wang, Mengke Li, and Xu Yang*, The Design and Implementation of Cardiotocography Signals Classification Algorithm Based on Neural Network, Computational and Mathematical Methods in Medicine, vol. 2018, Article ID 8568617, 12 pages, 2018. (SCI 四区,IF: 1.770)

14. Tang H, Liang Y, Huang Z, Wang T, Lin H, Du Y, Yang X*, Ding G. Key Technology of Real-Time Road Navigation Method Based on Intelligent Data Research [J]. Computational Intelligence and Neuroscience, 2016, 2016:4. (SCI 三区,IF: 2.284)


并行计算

1. Lin, T.; Yang, X.*; Wang, T.; Peng, T.; Xu, F.; Lao, S.; Ma, S.; Wang, H.; Hao, W. Implementation of High-Performance Blockchain Network Based on Cross-Chain Technology for IoT Applications. Sensors. 2020, 20, 3268. (SCI 三区,IF: 3.275

2. Yang, Xu; Hou, Yumin; He, Hu*. A Processing-in-Memory Architecture Programming Paradigm for Wireless Internet-of-Things Applications. Sensors 19, no. 1: 140. 2019. (SCI 三区,IF: 3.275

3. Xu Yang, Yumin Hou, Junping Ma, Hu He*. CDSP: A Solution for Privacy and Security of Multimedia Information Processing in Industrial Big Data and Internet of Things, Sensors, Vol. 19. No. 3 : 556, 2019. (SCI 三区,IF: 3.275

4. He H, Yang X*, Zhang Y. On Improving Performance and Energy Efficiency for Register-File Connected Clustered VLIW Architectures for Embedded System Usage[J]. Computer Journal, 2017, 60(9):1338-1352. (SCI 四区,IF: 1.077

5. Xu Yang, Mingbin Zeng, and Yanjun Zhang, “Implementing and Optimizing of Entire System Toolkit of VLIW DSP Processors for Embedded Sensor-Based Systems,” Scientific Programming, 2015, 2015:1-7. (SCI 四区,IF: 0.963

6. Xu Yang, Path-Dividing Based Scheduling Algorithm for Reducing Energy Consumption of Clustered VLIW Architectures[J]. IEEE Transactions on Computers, vol.63, no.10, pp.2526-2539, Oct. 2014. (SCI 二区,IF: 2.711)

7. Haijing Tang, Xu Yang*, and Yanjun Zhang, Effort at Constructing Big Data Sensor Networks for Monitoring Greenhouse Gas Emission, International Journal of Distributed Sensor Networks, 2014, 10(2):1-7. (SCI 四区,IF: 1.151

8. Xu Yang, Deyuan Guo, Hu He, Haijing Tang, and Yanjun Zhang. An Implementation of Message-Passing Interface over VxWorks for Real-Time Embedded Multi-Core Systems. The Computer Journal, vol. 57, no. 11, pp. 1756-1764, Nov. 2014.(SCI 四区,IF: 1.077

9. Xu Y, Hu H. An Advanced Compiler Designed for a VLIW DSP for Sensors-Based Systems[J]. Sensors, 2012, 12(4):4466. (SCI 二区,IF: 3.275)


承担科研情况

1. 北京市自然科学基金面上项目,4212043,“具备自适应、小样本学习能力的新型神经网络研究”,2021/01-2023/12,20万元,在研,主持。

国家自然科学基金重大研究计划集成项目,91846303,“面向人群健康和重大疾病的大数据集成共享平台研究及示范应用”,2018/01-2022/12,117万元,在研,主持。

2. 国家自然科学基金青年项目,61502032,“嵌入式异构多核系统应用程序自动并行化过程关键技术研究”,2016/01-2018/12,24万元,已结题,主持。

3. 国家发改委2015年“下一代互联网示范城市”重点项目,发改办高技[2015]1405号,“基于车辆eID和IPV6的车联网信息安全示范工程”,2015/01-2017/12,49万元,已结题,主持。

4. 金沙电子游戏网址大全基础研究基金项目,“数据密集型研究方法在嵌入式异构多核系统应用程序自动并行化中的应用研究”,2016/01-2016/12,10万元,已结题,主持。

5. 北京市科技计划项目,“基于大数据的科技金融创新服务模块构建”,2013/01-2014/12,26万元,已结题,主持。

6. 中国博士后科学基金会第四批特别资助项目,201104104,“面向嵌入式多核系统的并行应用开发平台关键技术研究”,2011/01-2012/12,10万元,已结题,主持。

7. 中国博士后科学基金会第47批面上资助项目,20100470355,“能耗有效的异构多核并行应用开发关键技术研究”,2010/01-2011/12,3万元,已结题,主持。

8. 国家核高基01重大专项,2012ZX01034001-002,“面向先进雷达的高性能数字信号处理器研发及应用”,2012/01-2016/12,500万元,已结题,子项目负责人。

9. 国家自然科学基金项目,60773149,“超多核处理器片上网络性能模型研究”,2011/01-2011/12,12万元,已结题,子项目负责人。


所获奖励

  1. 2014年获得第三届中国软件杯大学生软件设计大赛优秀指导教师

  2. 2016年获得金沙电子游戏网址大全第十届青年教师教学基本功比赛全英文(双语)授课类三等奖

  3. 2018年获得金沙电子游戏网址大全第十一届青年教师教学基本功比赛全英文(双语)授课类三等奖

社会兼职

  1. 2014年10月至今,担任清华大学博士后校友会第二届理事

  2. 2019年10月至今,担任中华预防医学会健康大数据与人工智能应用专业委员会第一届委员会委员

备注

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