H-Index & Metrics Best Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science D-index 53 Citations 8,972 197 World Ranking 2477 National Ranking 1327

Overview

What is he best known for?

The fields of study he is best known for:

  • Operating system
  • Programming language
  • Artificial intelligence

Xiangyu Zhang mostly deals with Debugging, Theoretical computer science, Program slicing, Algorithm and Artificial neural network. His Debugging study combines topics in areas such as Software, Real-time computing, State and Programmer. His work carried out in the field of Theoretical computer science brings together such families of science as String metric, String, scanf format string and Data structure.

Xiangyu Zhang studied Program slicing and Parallel computing that intersect with Workflow, Causal graph, Cyber-attack and Distributed computing. His studies in Algorithm integrate themes in fields like Static analysis, Graph, Software quality and Code. As part of one scientific family, Xiangyu Zhang deals mainly with the area of Artificial neural network, narrowing it down to issues related to the Feature vector, and often Android.

His most cited work include:

  • Trojaning Attack on Neural Networks (352 citations)
  • Locating faults through automated predicate switching (233 citations)
  • Precise dynamic slicing algorithms (183 citations)

What are the main themes of his work throughout his whole career to date?

His scientific interests lie mostly in Debugging, Software, Theoretical computer science, Distributed computing and Artificial intelligence. His Debugging study integrates concerns from other disciplines, such as Algorithm, Software quality and Tracing. His Algorithm research incorporates elements of Code, Set and Slicing.

His Software research integrates issues from Software engineering and Source code. His research in Theoretical computer science intersects with topics in Data structure and Malware. In Artificial intelligence, Xiangyu Zhang works on issues like Pattern recognition, which are connected to False positive paradox.

He most often published in these fields:

  • Debugging (23.19%)
  • Software (15.94%)
  • Theoretical computer science (14.01%)

What were the highlights of his more recent work (between 2019-2021)?

  • Artificial intelligence (11.59%)
  • Pattern recognition (4.83%)
  • Software engineering (6.76%)

In recent papers he was focusing on the following fields of study:

Xiangyu Zhang mainly investigates Artificial intelligence, Pattern recognition, Software engineering, Artificial neural network and Backdoor. His research on Artificial intelligence often connects related topics like Machine learning. His Software engineering research includes themes of Static analysis and Pruning.

His study looks at the relationship between Artificial neural network and fields such as Trojan, as well as how they intersect with chemical problems. His Backdoor research is multidisciplinary, incorporating perspectives in Set and Deep neural networks. Xiangyu Zhang combines subjects such as Contextual image classification and Algorithm with his study of Feature vector.

Between 2019 and 2021, his most popular works were:

  • Composite Backdoor Attack for Deep Neural Network by Mixing Existing Benign Features (9 citations)
  • CPC: automatically classifying and propagating natural language comments via program analysis (8 citations)
  • UIScope: Accurate, Instrumentation-free, and Visible Attack Investigation for GUI Applications. (4 citations)

In his most recent research, the most cited papers focused on:

  • Operating system
  • Programming language
  • Artificial intelligence

Adversarial system, Artificial intelligence, Artificial neural network, Embedded system and Software are his primary areas of study. His research integrates issues of Contextual image classification, Software quality and Feature vector, Pattern recognition in his study of Adversarial system. His work in the fields of Artificial intelligence, such as Gradient descent, intersects with other areas such as Retraining.

His research in Artificial neural network intersects with topics in Trojan, Applications of artificial intelligence, Backdoor and Computer engineering.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Trojaning Attack on Neural Networks

Yingqi Liu;Shiqing Ma;Yousra Aafer;Wen-Chuan Lee.
network and distributed system security symposium (2018)

352 Citations

Locating faults through automated predicate switching

Xiangyu Zhang;Neelam Gupta;Rajiv Gupta.
international conference on software engineering (2006)

339 Citations

Automatic Protocol Format Reverse Engineering through Context-Aware Monitored Execution.

Zhiqiang Lin;Xuxian Jiang;Dongyan Xu;Xiangyu Zhang.
network and distributed system security symposium (2008)

294 Citations

Precise dynamic slicing algorithms

Xiangyu Zhang;Rajiv Gupta;Youtao Zhang.
international conference on software engineering (2003)

284 Citations

Automatic Reverse Engineering of Data Structures from Binary Execution.

Zhiqiang Lin;Xiangyu Zhang;Dongyan Xu.
network and distributed system security symposium (2010)

258 Citations

AsDroid: detecting stealthy behaviors in Android applications by user interface and program behavior contradiction

Jianjun Huang;Xiangyu Zhang;Lin Tan;Peng Wang.
international conference on software engineering (2014)

242 Citations

Locating faulty code using failure-inducing chops

Neelam Gupta;Haifeng He;Xiangyu Zhang;Rajiv Gupta.
automated software engineering (2005)

239 Citations

Z3-str: a z3-based string solver for web application analysis

Yunhui Zheng;Xiangyu Zhang;Vijay Ganesh.
foundations of software engineering (2013)

221 Citations

Pruning dynamic slices with confidence

Xiangyu Zhang;Neelam Gupta;Rajiv Gupta.
programming language design and implementation (2006)

200 Citations

Experimental evaluation of using dynamic slices for fault location

Xiangyu Zhang;Haifeng He;Neelam Gupta;Rajiv Gupta.
international symposium on open collaboration (2005)

180 Citations

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Best Scientists Citing Xiangyu Zhang

Zhiqiang Lin

Zhiqiang Lin

The Ohio State University

Publications: 44

Peng Liu

Peng Liu

Chinese Academy of Sciences

Publications: 34

Yang Liu

Yang Liu

Nanyang Technological University

Publications: 27

Rajiv Gupta

Rajiv Gupta

University of California, Riverside

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Dawn Song

Dawn Song

University of California, Berkeley

Publications: 25

David Lo

David Lo

Singapore Management University

Publications: 24

Andreas Zeller

Andreas Zeller

Saarland University

Publications: 22

W. K. Chan

W. K. Chan

City University of Hong Kong

Publications: 22

Shan Lu

Shan Lu

University of Chicago

Publications: 21

Herbert Bos

Herbert Bos

Vrije Universiteit Amsterdam

Publications: 20

Abhik Roychoudhury

Abhik Roychoudhury

National University of Singapore

Publications: 20

Alessandro Orso

Alessandro Orso

Georgia Institute of Technology

Publications: 20

Heng Yin

Heng Yin

University of California, Riverside

Publications: 19

Wenke Lee

Wenke Lee

Georgia Institute of Technology

Publications: 19

Sencun Zhu

Sencun Zhu

Pennsylvania State University

Publications: 19

Zhendong Su

Zhendong Su

ETH Zurich

Publications: 19

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