Xiaofei Xie

6.3k citations
173 papers · 3.2k · 3 hit papers · h-index 31

Impact in

  • Software top 0.2%
    • Software Testing and Debugging Techniques
    • Software Reliability and Analysis Research
    • Advanced Malware Detection Techniques

Papers in

    • Adversarial Robustness in Machine Learning 50
    • Anomaly Detection Techniques and Applications 16
    • Software Testing and Debugging Techniques 52
    • Software Reliability and Analysis Research 20

Xiaofei Xie

149 papers receiving 3.1k citations

Xiaofei Xie's Hit Papers

Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study 2024 · 70 citations
700+2+4Years since publication50100150200250

Peers

Xiaofei Xie
Comparison fields: 5 of 140
  • Software 1.1k
  • Signal Processing 852
  • Artificial Intelligence 1.6k
  • Information Systems 892
  • Computer Vision and Pattern Recognition 657
Replace Lei Ma with:
Lei Ma Japan
Jian–Guang Lou China
Zhi Quan Zhou Australia
Shouling Ji China
Asaf Shabtai Israel
Meng Yan China
Franz Wotawa Austria
Manju Khari India
Shi Han China
Lin Tan Canada
Xiaofei Xie relative to Lei Ma Japan Lei Ma's profile →
Citations per field
00.5×1.5×
Lei Ma · 1×
Citations per year

Countries citing papers authored by Xiaofei Xie

Since Specialization
Citations

This map shows the geographic impact of Xiaofei Xie's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiaofei Xie with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaofei Xie more than expected).

Fields of papers citing papers by Xiaofei Xie

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiaofei Xie. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiaofei Xie. The network helps show where Xiaofei Xie may publish in the future.

Co-authors

The 25 scholars most cited alongside Xiaofei Xie, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Xiaofei Xie Line = papers co-authored together Xiaofei Xie links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 173 papers — load more, or switch the sort, to bring in the rest.

#Work
1
DeepHunter: a coverage-guided fuzz testing framework for deep neural networks
Hit paper breakdown →
2019269
2 2018155
3 2020138
4 2019112
5 2019106
6 201993
7 202089
8 202077
9 201976
10 202172
11 202072
12
Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study
Hit paper breakdown →
202470
13 202068
14 199162
15 202260
16 201958
17 202056
18 201954
19
GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis
Hit paper breakdown →
202452
20 202052

About Xiaofei Xie

Xiaofei Xie is a scholar working on Artificial Intelligence, Software, Information Systems, Signal Processing and Computer Networks and Communications, having authored 173 papers that have together received 3.2k indexed citations. Recurring topics across this work include Software Testing and Debugging Techniques (52 papers), Adversarial Robustness in Machine Learning (50 papers), Software Engineering Research (42 papers), Advanced Malware Detection Techniques (37 papers), Software Reliability and Analysis Research (20 papers), Anomaly Detection Techniques and Applications (16 papers), Network Security and Intrusion Detection (14 papers) and Software System Performance and Reliability (13 papers). The work is most often cited by research in Software (1.1k citations), Signal Processing (852 citations), Artificial Intelligence (1.6k citations), Information Systems (892 citations) and Computer Vision and Pattern Recognition (657 citations). Xiaofei Xie has collaborated with scholars based in Singapore, China and Japan. Frequent co-authors include Yang Liu, Lei Ma, Jianjun Zhao, Felix Juefei-Xu, Hongxu Chen, Qing Guo, Yuekang Li, Xiaohong Li, Qiang Hu and Bihuan Chen. Their work appears in journals such as ACM Transactions on Software Engineering and Methodology, IEEE Transactions on Software Engineering, IEEE Transactions on Dependable and Secure Computing, IEEE Transactions on Information Forensics and Security and IEEE Transactions on Mobile Computing.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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