Xu Yang

Name: Yang Xu
Discipline: Computer Science and Technology
Title: Associate Professor
Tel: 010-68913467
E-mail: pyro_yangxu@bit.edu.cn
Address: 1111 Teaching Building, Beijing Institute of Technology, Haidian District, Beijing Personal Information
Yang Xu, male, Doctor, associate professor, doctoral supervisor.
Member of the Expert Group for the Demonstration of major Brain Science Projects of the Ministry of Science and Technology
Beijing Science and Technology Commission, Zhongguancun Science Park Management Committee Science and Technology Project Evaluation Expert
Chinese Institute of Electronics Science and Technology evaluation service platform review expert

It undertakes a number of national and provincial vertical projects including the first batch of National "14th Five-Year Plan" scientific and technological innovation 2030 - "Brain Science and brain-like Research" key projects, the National Natural Science Foundation Major Research Program integration project, the National Natural Science Foundation Youth Project, the Beijing Natural Science Foundation surface project, the National Development and Reform Commission key project, and the National nuclear high Base project.
He has published more than 80 papers, been indexed by SCI as the first/corresponding author of more than 40 papers, applied for or authorized more than 20 national invention patents, and participated in the writing of two group standards, "Data Processing Specification for Large Population Cohort Studies T/CPMA 001-2018" and "Data Security Specification for Large Population Cohort Studies T/CPMA 002-2018".
Teaches multiple undergraduate/graduate courses in English. The edited textbook "Introduction to Data Science" has been approved by the Beijing Institute of Technology "12th Five-Year Plan" textbook, the "13th Five-Year Plan" textbook and the "special" series of textbooks, which are used as textbooks by more than 30 colleges and universities in China.
Work Experience:
2012.3~ Now Associate Professor, School of Computer Science, Beijing Institute of Technology
2009.10~2012.2 Postdoctoral Fellow, Department of Computer Science, Tsinghua University
Educational Experience:
2003.9~2009.7 PhD, Institute of Microelectronics, Tsinghua University
1999.9~2003.7 Bachelor of Electronic Engineering, Tsinghua University
Laboratory Homepage: www.aetasbit.com
Laboratory enrollment plan: 1 PhD student/year, a number of master students, and welcome undergraduate students to actively join

Research Direction
1. Artificial Intelligence: Brain science and brain-like intelligence research, involving impulsive neural network modeling, impulsive neural network learning algorithm design, brain-like cognitive decision-making method research, etc.
2. Data science: medical data analysis, involving causal learning, knowledge graph, prediction and early warning model construction, population queue simulation, etc.
3, Architecture: high performance computing, involving hardware acceleration, blockchain, parallel computing, tool chain design, etc.

Personal Information
Yang Xu, male, Doctor, associate professor, doctoral supervisor.
Member of the Expert Group for the Demonstration of major Brain Science Projects of the Ministry of Science and Technology
Beijing Science and Technology Commission, Zhongguancun Science Park Management Committee Science and Technology Project Evaluation Expert
Chinese Institute of Electronics Science and Technology evaluation service platform review expert

It undertakes a number of national and provincial vertical projects including the first batch of National "14th Five-Year Plan" scientific and technological innovation 2030 - "Brain Science and brain-like Research" key projects, the National Natural Science Foundation Major Research Program integration project, the National Natural Science Foundation Youth Project, the Beijing Natural Science Foundation surface project, the National Development and Reform Commission key project, and the National nuclear high Base project.
He has published more than 80 papers, been indexed by SCI as the first/corresponding author of more than 40 papers, applied for or authorized more than 20 national invention patents, and participated in the writing of two group standards, "Data Processing Specification for Large Population Cohort Studies T/CPMA 001-2018" and "Data Security Specification for Large Population Cohort Studies T/CPMA 002-2018".
Teaches multiple undergraduate/graduate courses in English. The edited textbook "Introduction to Data Science" has been approved by the Beijing Institute of Technology "12th Five-Year Plan" textbook, the "13th Five-Year Plan" textbook and the "special" series of textbooks, which are used as textbooks by more than 30 colleges and universities in China.
Work Experience:
2012.3~ Now Associate Professor, School of Computer Science, Beijing Institute of Technology
2009.10~2012.2 Postdoctoral Fellow, Department of Computer Science, Tsinghua University
Educational Experience:
2003.9~2009.7 PhD, Institute of Microelectronics, Tsinghua University
1999.9~2003.7 Bachelor of Electronic Engineering, Tsinghua University
Laboratory Homepage: www.aetasbit.com
Laboratory enrollment plan: 1 PhD student/year, a number of master students, and welcome undergraduate students to actively join

Personal Information
Yang Xu, male, Doctor, associate professor, doctoral supervisor.
Member of the Expert Group for the Demonstration of major Brain Science Projects of the Ministry of Science and Technology
Beijing Science and Technology Commission, Zhongguancun Science Park Management Committee Science and Technology Project Evaluation Expert
Chinese Institute of Electronics Science and Technology evaluation service platform review expert

It undertakes a number of national and provincial vertical projects including the first batch of National "14th Five-Year Plan" scientific and technological innovation 2030 - "Brain Science and brain-like Research" key projects, the National Natural Science Foundation Major Research Program integration project, the National Natural Science Foundation Youth Project, the Beijing Natural Science Foundation surface project, the National Development and Reform Commission key project, and the National nuclear high Base project.
He has published more than 80 papers, been indexed by SCI as the first/corresponding author of more than 40 papers, applied for or authorized more than 20 national invention patents, and participated in the writing of two group standards, "Data Processing Specification for Large Population Cohort Studies T/CPMA 001-2018" and "Data Security Specification for Large Population Cohort Studies T/CPMA 002-2018".
Teaches multiple undergraduate/graduate courses in English. The edited textbook "Introduction to Data Science" has been approved by the Beijing Institute of Technology "12th Five-Year Plan" textbook, the "13th Five-Year Plan" textbook and the "special" series of textbooks, which are used as textbooks by more than 30 colleges and universities in China.
Work Experience:
2012.3~ Now Associate Professor, School of Computer Science, Beijing Institute of Technology
2009.10~2012.2 Postdoctoral Fellow, Department of Computer Science, Tsinghua University
Educational Experience:
2003.9~2009.7 PhD, Institute of Microelectronics, Tsinghua University
1999.9~2003.7 Bachelor of Electronic Engineering, Tsinghua University
Laboratory Homepage: www.aetasbit.com
Laboratory enrollment plan: 1 PhD student/year, a number of master students, and welcome undergraduate students to actively join

代表性学术成果
人工智能
1. Yudong Li; Yunlin Lei; Xu Yang*; Spikeformer: Training High-Performance Spiking Neural Network with Transformer. Neurocomputing. 2024. (SCI 二区TOP，IF: 6)
2. 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TOP，IF: 6)
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 TOP，IF: 12）
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 TOP，IF: 12）
5. 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 三区， IF: 4.3）

数据科学
1. Zichao Lin; Xialv Lin; Xu Yang*; An Automated Analysis Framework for Epidemiological Survey on COVID-19. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024（SCI 一区TOP，IF: 7.7）
2. Yanjun Zhang; Yanru Lin; Xu Yang*; AA-RGTCN: reciprocal global temporal convolution network with adaptive alignment for video-based person re-identification. Frontiers in Neuroscience. 2024. 18:1329884. doi: 10.3389/fnins.2024.1329884. (SCI 三区， IF: 4.3)
3. Lin, Y.; Zhang, Y.; Yang, X*. A Low Memory Requirement MobileNets Accelerator Based on FPGA for Auxiliary Medical Tasks. Bioengineering 2022, 10, 28. (SCI 三区，IF: 4.6)
4. Wei Wei; Yang Xu*; Utility of Convolutional Neural Network Based Algorithm in Medical Images for Liver Fibrosis Assessment. 2021. Chinese Medical Journal.Vol. 134, No. 18 :2255-2257. (SCI 三区，IF: 6.1)
5. 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. Annals of Internal Medicine, 2018;168(7):489-497. （SCI 一区 TOP，IF: 39.2）

体系架构
1. Lin Ting; Yang Xu*; Wang Taoyi; Peng Tu; Xu Feng; Lao Shengxiong; Ma Siyuan; Wang Hanfeng; Hao Wenjiang; Implementation of High-Performance Blockchain Network Based on Cross-Chain Technology for IoT Applications. Sensors. 2020, 20(11), 3268. （SCI 二区，IF: 3.9）
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 二区，IF: 3.9）
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 二区，IF: 3.9）
4. 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: 3.7)
5. Yang Xu, He Hu. An Advanced Compiler Designed for a VLIW DSP for Sensors-Based Systems. Sensors. Vol. 12, No. 4. pp 4466-4478，April 2012. （SCI 二区，IF: 3.9）
所获奖励
1. 2024年获得北京理工大学第二届教师教学创新大赛团体奖二等奖（排名第二）
2. 2023年获得北京市普通高校优秀本科毕业设计（论文）优秀指导教师
3. 2023年获第九届中国国际“互联网+”大学生创新创业大赛北京赛区复赛高教主赛道三等奖
4. 2023年获批北京理工大学2023届本科毕业设计（论文）重点项目2项
5. 2022年获第八届中国国际“互联网+”大学生创新创业大赛北京赛区复赛高教主赛道三等奖
6. 2022年获第八届中国国际“互联网+”大学生创新创业大赛北京赛区复赛产业命题赛道三等奖
7. 2022年获第十一届中国软件杯大学生软件设计大赛全国三等奖
8. 2021年获北京理工大学“师缘 北理”庆祝第37个教师节暨教师表彰大会教书育人类表彰
9. 2020年获得北京市普通高校优秀本科毕业设计优秀指导教师
10. 2018年获得北京理工大学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
11. 2016年获得北京理工大学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
12. 2014年获得第三届中国软件杯大学生软件设计大赛全国一等奖