Electrical Engineering and Computer Science

• Ph.D.  National University of Singapore, 2001
• MSc (Eng), Shanghai Jiao Tong University, China, 1994
• BSc(Eng),  Hefei University of Technology, China,1991

   

Professor with Chinese Academy of Sciences since 2017;

Adjunct Professor with Shanghai Jiao Tong University since 2017;

Visiting Professor with National University of Singapore in 2013-2017;

Associate Professor with Shanghai Jiao Tong University in 2006-2017;

Research Fellow at National University of Singapore in 2002-2005;

Senior Consultant with S1 Incorporation (inventor of the 1^st Internet banking system in the world) in 1999-2002;

Teaching Assistant with Shanghai Jiao Tong University in 1994-1995;

 

Advance Computer Architecture;

Computer Architecture and Embedded Systems;

Fundamentals of Multimedia;

Algorithm Principles;

Introduction to Algorithms and C Programming;

   

(1) Zixuan Zhu, Xiaolong Zhou, Chundong Wang, Li Tian, and Yongxin Zhu, Bit-Sparsity Aware Acceleration with Compact CSD Code on Generic Matrix Multiplication, IEEE Transactions on Computers, 74(2):414-426, 2025

(2) Tiantian Zhang, Dongyang Xu, Yingying Hu, Pandi Vijayakumar, Yongxin Zhu, Amr Tolba, Deep Fingerprinting Data Learning Based on Federated Differential Privacy for Resource-Constrained Intelligent IoT Systems. IEEE Internet Things J. 11(15): 25744-25756 (2024)

(3) B. Chen, K. Xu, Y. Zhu*, L. Tian and V. Chang, Federated Learning-Based Synchrotron X-ray Microdiffraction Image Screening for Industry Materials, IEEE Transactions on Industrial Informatics, vol. 19, no. 2, pp. 2228-2237, Feb. 2023.

(4) Zihan Zhang, Jianfei Jiang, Yongxin Zhu, Qin Wang, Zhigang Mao, Naifeng Jing, A Universal RRAM-Based DNN Accelerator With Programmable Crossbars Beyond MVM Operator. IEEE Trans. Computer Aided Design of Integrated Circuits and Systems, 41(7): 2094-2106 (2022)

(5) Miao Yang, Ximin Wang, Hua Qian, Yongxin Zhu, Hongbin Zhu, Mohsen Guizani, Victor Chang, An Improved Federated Learning Algorithm for Privacy Preserving in Cybertwin-Driven 6G System. IEEE Transactions on Industrial Informatics, 18(10): 6733-6742 (2022)

(6)  A Dependable Time Series Analytic Framework for Cyber-Physical Systems of IoT-based Smart Grid, ACM Transactions on Cyber-Physical Systems, 2019

(7)  Design and implementation of reconfigurable acceleration for in memory distributed big data computing, Future Generation Computer Systems, 2019

(8)  A Novel Resistive Memory-based Process-in-memory Architecture for Efficient Logic and Add Operations, ACM Transactions on Design Automation of Electronic Systems, 2019

(9） Statistical Learning for Anomaly Detection in Cloud Server Systems: A Multi-Order Markov Chain Framework, IEEE Transactions on Cloud Computing, 2018

(10） A Hardware Pipeline with High Energy and Resource Efficiency for FMM Acceleration, ACM Transactions on Embedded Computing Systems, 2018

(11） An FPGA-Based Cloud System for Massive ECG Data Analysis, IEEE Transactions on Circuits and Systems II, 2017

(12） Effective Prediction of Missing Data on Apache Spark over Multivariable Time Series, IEEE Transactions on Big Data, 2017,

(13） A Comprehensive Reconfigurable Computing Approach to Memory Wall Problem of Large Graph Computation Framework, Journal of Systems Architectures, 2017

(14） An energy-efficient system on a programmable chip platform for cloud applications Framework, Journal of Systems Architectures, 2017

(15） Synergistic design of an application-oriented sparse directory on many-core embedded systems, Journal of Systems Architectures, 2017

(16） Anomaly detection and identification scheme for VM live migration in cloud infrastructure, Future Generation Computer Systems, 2016

(17） A Real time FPGA-based Accelerator for ECG Analysis and Diagnosis Using Association Rules Mining, ACM Transactions on Embedded Computing Systems, 2016

200+ more publications can be referred at: 

(1) https://dblp.uni-trier.de/pers/hd/z/Zhu_0001:Yongxin; 

(2) http://scholar.google.com/citations?user=VpnBVSUAAAAJ&hl=zh-CN

(3) https://www.researchgate.net/profile/Yongxin_Zhu

Computer Architecture, Embedded System, Big Data Processing

Technical Program Chairs of IEEE HPCC, TrustCom, CSCloud, SmartCloud Conferences

University of Cambridge, United Kindom, on Square Kilo Meter Array Radio Telescope Data Processing

National University of Singapore, on Cloud Computing for Smart City 

Imperial College, United Kindom, on Custom Computing

Columbia University and Pace University, USA, on Cyber Physical Systems 

已指导学生

侯晓宇  博士研究生  081001-通信与信息系统  

徐胜  硕士研究生  085208-电子与通信工程  

王翀  硕士研究生  085208-电子与通信工程  

缪斯  硕士研究生  085208-电子与通信工程  

陈仁杰  硕士研究生  085208-电子与通信工程  

贺文  硕士研究生  085209-集成电路工程  

姜宇威  硕士研究生  085209-集成电路工程  

吴金明  博士研究生  081001-通信与信息系统  

张祖希  硕士研究生  085400-电子信息  

黄莹  硕士研究生  081001-通信与信息系统  

许康  硕士研究生  085208-电子与通信工程  

危晨烨  硕士研究生  080902-电路与系统  

邱天晨  硕士研究生  081002-信号与信息处理  

张钦润  硕士研究生  081001-通信与信息系统  

周月影  硕士研究生  080902-电路与系统  

现指导学生

孙钦贵  博士研究生  081001-通信与信息系统  

孔祥聪  博士研究生  080902-电路与系统  

刘思逸  博士研究生  080903-微电子学与固体电子学  

姜宇威  博士研究生  080902-电路与系统  

陈子康  博士研究生  081002-信号与信息处理  

黄祎伟  硕士研究生  085400-电子信息  

陈丹妍  硕士研究生  085400-电子信息  

竹子轩  博士研究生  080902-电路与系统  

崔元亮  硕士研究生  085400-电子信息  

蒋昕妍  硕士研究生  081002-信号与信息处理  

封楚君  硕士研究生  085400-电子信息  

Distinguished Member of China Computer Federation (CCF), 2019

IEEE Best Demo Paper Award, 2018

IEEE Best Paper Awards, 2017, 2010

Shanghai Innovation Award 2014

Guest Editor of Journal of Systems Architecture 2018

Senior Member of IEEE  since 2010