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NAME：Weiran Cai

Degree：

Organization：Computer Science

Email：wrcai@suda.edu.cn

Office Location：Room 233, Polytech Building, Tian-Ci Zhuang Campus

Tel：

10 Access

Biography

  • Organization：Computer Science
  • Tel：
  • Gender：male
  • Email：wrcai@suda.edu.cn
  • Post：
  • Office Location：Room 233, Polytech Building, Tian-Ci Zhuang Campus
  • Graduate School：
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Education

Education：

PhD in Electrical and Computer Engineering, Technische Universität Dresden, Germany


Bachelor in Physics, Shanghai Jiaotong University


Bachelor in Applied Mathematics, Shanghai Jiaotong University

Professional Experiences

Work Experience：

Professor, Department of Computer Science, Soochow University


Research scientist, Department of Electrical and Computer Engineering, Technische Universität Dresden


Postdoctoral researcher, Department of Computer Science, University of California (Davis)

Overview

Resume：

Professional Service

Social Position：

Research

Research Field：

We are interested in solving scientific problems related to graphs with methods from applied mathematics and machine learning. 


Complex systems and graphs: statistics and dynamics of networks, applications of ML in complex systems, collective intelligence, evolutionary games


ML/DL with graphs: graph neural networks, self-supervised learning with graphs, graph generative models, combinatorial optimization with ML, time series forecasting


Brain-inspired computation: Spiking neural networks

Teaching

Open Course：

Machine learning (undergraduate), Spring 2022


Machine learning (graduate), Fall 2022 


Data Mining (undergraduate), Spring 2023

Projects

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Books&Patents

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Honor Reward：

Supervision

Enrollment：