World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
62
Citations
16956
World Ranking
2879
National Ranking
394

Research.com Recognitions

  • 2020 - ACM Distinguished Member

Overview

Hongyu Zhang is affiliated with Chongqing University in China and has a substantial body of research primarily within the field of Computer Science. Their work encompasses several subfields including Artificial Intelligence, Information Systems, Computer Networks and Communications, Electrical and Electronic Engineering, and Software.

The scientist's research topics reflect a strong focus on Software Engineering Research, with significant contributions to Software System Performance and Reliability. Other key topics they explore include Topic Modeling, Software Testing and Debugging Techniques, Natural Language Processing Techniques, Software Reliability and Analysis Research, and Advanced Malware Detection Techniques.

Hongyu Zhang has published extensively in various academic venues. The most frequent outlets for their work are:

  • arXiv (Cornell University)
  • SSRN Electronic Journal
  • ACM Transactions on Software Engineering and Methodology
  • Proceedings of the 44th International Conference on Software Engineering
  • Automated Software Engineering

They have collaborated regularly with several coauthors, including Yanlin Wang, Dongmei Zhang, Yao Wan, Lun Du, and Ensheng Shi, with collaboration counts ranging from 16 to 30 joint works.

Among recent publications of note are the following papers:

  • "General synthesis of ultrafine metal oxide/reduced graphene oxide nanocomposites for ultrahigh-flux nanofiltration membrane," 2022, Nature Communications
  • "Log-based Anomaly Detection Without Log Parsing," 2021, 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)
  • "A Survey of Compiler Testing," 2020, ACM Computing Surveys
  • "A parallel GRU with dual-stage attention mechanism model integrating uncertainty quantification for probabilistic RUL prediction of wind turbine bearings," 2023, Reliability Engineering & System Safety
  • "UniParser: A Unified Log Parser for Heterogeneous Log Data," 2022, Proceedings of the ACM Web Conference 2022

Hongyu Zhang has received recognition such as the ACM Distinguished Member award in 2020.

Best Publications

  • A novel neural source code representation based on abstract syntax tree

    Jian Zhang;Xu Wang;Hongyu Zhang;Hailong Sun

  • Where should the bugs be fixed? - more accurate information retrieval-based bug localization based on bug reports

    Jian Zhou;Hongyu Zhang;David Lo

  • Robust log-based anomaly detection on unstable log data

    Xu Zhang;Yong Xu;Qingwei Lin;Bo Qiao

  • Deep API learning

    Xiaodong Gu;Hongyu Zhang;Dongmei Zhang;Sunghun Kim

  • Deep code search

    Xiaodong Gu;Hongyu Zhang;Sunghun Kim

  • ReLink: recovering links between bugs and changes

    Rongxin Wu;Hongyu Zhang;Sunghun Kim;Shing-Chi Cheung

  • Log clustering based problem identification for online service systems

    Qingwei Lin;Hongyu Zhang;Jian-Guang Lou;Yu Zhang

  • Where should the bugs be fixed? More accurate information retrieval-based bug localization based on bug reports

    Unknown

  • Dealing with noise in defect prediction

    Sunghun Kim;Hongyu Zhang;Rongxin Wu;Liang Gong

  • Shaping program repair space with existing patches and similar code

    Jiajun Jiang;Yingfei Xiong;Hongyu Zhang;Qing Gao

  • CEO humility, narcissism and firm innovation: A paradox perspective on CEO traits ☆ ☆☆ ★

    Hongyu Zhang;Amy Y. Ou;Anne S. Tsui;Hui Wang

  • Log-based Anomaly Detection Without Log Parsing

    Unknown

  • CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E)

    Fei Lv;Hongyu Zhang;Jian-guang Lou;Shaowei Wang

  • Boosting Bug-Report-Oriented Fault Localization with Segmentation and Stack-Trace Analysis

    Chu-Pan Wong;Yingfei Xiong;Hongyu Zhang;Dan Hao

  • Multi-Criteria Decision-Making Method Based on Distance Measure and Choquet Integral for Linguistic Z-Numbers

    Jian-qiang Wang;Yong-xi Cao;Hong-yu Zhang

  • Retrieval-based neural source code summarization

    Jian Zhang;Xu Wang;Hongyu Zhang;Hailong Sun

  • Sample-based software defect prediction with active and semi-supervised learning

    Ming Li;Hongyu Zhang;Rongxin Wu;Zhi-Hua Zhou

  • Mining succinct and high-coverage API usage patterns from source code

    Jue Wang;Yingnong Dang;Hongyu Zhang;Kai Chen

  • Formal semantics and verification for feature modeling

    Jing Sun;Hongyu Zhang;Yuan Fang;Li Hai Wang

  • An investigation of the relationships between lines of code and defects

    Hongyu Zhang

  • Predicting bug-fixing time: an empirical study of commercial software projects

    Hongyu Zhang;Liang Gong;Steve Versteeg

  • Learning to log: helping developers make informed logging decisions

    Jieming Zhu;Pinjia He;Qiang Fu;Hongyu Zhang

  • Verifying feature models using OWL

    Hai H. Wang;Yuan Fang Li;Jing Sun;Hongyu Zhang

Frequent Co-Authors

Dongmei Zhang
Dongmei Zhang Microsoft (United States)
Jian-Guang Lou
Jian-Guang Lou Microsoft (United States)
Dan Hao
Dan Hao Peking University
Sunghun Kim
Sunghun Kim Hong Kong University of Science and Technology
Yingfei Xiong
Yingfei Xiong Peking University
Lu Zhang
Lu Zhang Peking University
Xiao-Yuan Jing
Xiao-Yuan Jing Wuhan University
Michele Marchesi
Michele Marchesi University of Cagliari
Shing-Chi Cheung
Shing-Chi Cheung Hong Kong University of Science and Technology
David Lo
David Lo Singapore Management University

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