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**-**a Ding
Mathematics
Data Structures and Information Theory
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Book
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Chapter
Friending
The friending is a popular and important operation in online social networks. In this article, we discuss various optimization problems about friending. They can be formulated into nonlinear combinatorial opti...
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Book
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Chapter
Nonsubmodular Optimization
The nonsubmodular optimization is a hot research topic in the study of nonlinear combinatorial optimizations. We discuss several approaches to deal with such optimization problems, including supermodular degre...
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Chapter
Multi-Document Extractive Summarization as a Non-linear Combinatorial Optimization Problem
Multi-document summarization deals with finding the core theme presented in multiple documents. This can be done by selecting the important information from the text in the multiple documents. Extractive summa...
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Chapter
Solving Combinatorial Problems with Machine Learning Methods
With the development of machine learning in various fields, it can also be applied to combinatorial optimization problems, automatically discovering generic and fast heuristic algorithms based on training data...
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Chapter and Conference Paper
Adversarial Attacks on Deep Learning Models of Computer Vision: A Survey
Deep learning plays a significant role in academic and commercial fields. However, deep neural networks are vulnerable to adversarial attacks, which limits its applications in safety-critical areas, such as auton...
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Chapter and Conference Paper
Understanding Privacy-Preserving Techniques in Digital Cryptocurrencies
Asset security and transaction efficiency have always been concerned, so that digital cryptocurrencies based on blockchain are increasingly favored. In the transaction, it is necessary to effectively protect p...
