Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
Predicting the Evolution Process of Infrastructure Networks With an NSIPA Link Prediction Method
Published in IEEE Transactions on Circuits and Systems II: Express Briefs, 2019
Infrastructure networks, such as power grids, have been developing rapidly. There is a growing demand for predicting the future evolution process of power grids in the planning of infrastructure systems. As the structure of power grids evolves to be more complex, the grids can be studied under complex network theory by extracting structural properties. Accordingly, the prediction of the evolution process of power grids can be regarded as a link prediction problem. To correspond with the actual self-organization regulations of power grids, a novel link prediction model based on preferential attachment is proposed in this brief. After experimenting on several real world power grids, results show that our model outperforms six other popular models in various kinds of realistic networks. It is demonstrated as a possible methodology for solving the prediction problem of power grid evolution.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://dishengtang.github.io/files/2019predicting.pdf
Predictability of real temporal networks
Published in National Science Review, 2020
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://dishengtang.github.io/files/2020predictability.pdf
MICA: Multi-channel Representation Refinement Contrastive Learning for Graph Fraud Detection
Published in Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, 2023
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://dishengtang.github.io/files/2023mica.pdf
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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