World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
54
Citations
11027
World Ranking
4595
National Ranking
2141

Overview

Dongmei Zhang is affiliated with Microsoft in the United States and has a research profile focused primarily within the field of computer science. Their work spans multiple subfields, notably artificial intelligence, computer vision and pattern recognition, and information systems.

Their publication record includes contributions to major venues such as arXiv (Cornell University), Proceedings of the AAAI Conference on Artificial Intelligence, IEEE Transactions on Visualization and Computer Graphics, Proceedings of the ACM on Management of Data, and the ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

Research topics covered by Dongmei Zhang include:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Software Engineering Research
  • Data Quality and Management
  • Software System Performance and Reliability
  • Data Visualization and Analytics
  • Anomaly Detection Techniques and Applications

Frequent collaborators in their research work are Qingwei Lin, Lun Du, Shi Han, Han Shi, and Jian-Guang Lou.

Selected recent papers authored or co-authored by Dongmei Zhang include:

  • High Electric Field on Water Microdroplets Catalyzes Spontaneous and Ultrafast Oxidative C-H/N-H Cross-Coupling, 2022, Journal of the American Chemical Society
  • AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization, 2021, IEEE Transactions on Visualization and Computer Graphics

Other notable papers closely related in time and topic include "DeepTraLog" (2022, Proceedings of the 44th International Conference on Software Engineering), "Spontaneous Reduction by One Electron on Water Microdroplets Facilitates Direct Carboxylation with CO2" (2023, Journal of the American Chemical Society), and "UniParser: A Unified Log Parser for Heterogeneous Log Data" (2022, Proceedings of the ACM Web Conference 2022).

Best Publications

  • 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

  • Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

    Jiaqi Guo;Zecheng Zhan;Yan Gao;Yan Xiao

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

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

  • Where do developers log? an empirical study on logging practices in industry

    Qiang Fu;Jieming Zhu;Wenlu Hu;Jian-Guang Lou

  • Harmonic maps and their applications in surface matching

    Dongmei Zhang;M. Hebert

  • How do software engineers understand code changes?: an exploratory study in industry

    Yida Tao;Yingnong Dang;Tao Xie;Dongmei Zhang

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

    Jue Wang;Yingnong Dang;Hongyu Zhang;Kai Chen

  • Identifying impactful service system problems via log analysis

    Shilin He;Qingwei Lin;Jian-Guang Lou;Hongyu Zhang

  • Learning to log: helping developers make informed logging decisions

    Jieming Zhu;Pinjia He;Qiang Fu;Hongyu Zhang

  • Performance debugging in the large via mining millions of stack traces

    Unknown

  • You Impress Me: Dialogue Generation via Mutual Persona Perception

    Qian Liu;Yihong Chen;Bei Chen;Jian-Guang Lou

  • ReBucket: a method for clustering duplicate crash reports based on call stack similarity

    Yingnong Dang;Rongxin Wu;Hongyu Zhang;Dongmei Zhang

  • Learning to Log: Helping Developers Make Informed Logging Decisions

    Unknown

  • AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization.

    Aoyu Wu;Yun Wang;Xinhuan Shu;Dominik Moritz

  • DataShot: Automatic Generation of Fact Sheets from Tabular Data

    Yun Wang;Zhida Sun;Haidong Zhang;Weiwei Cui

  • DeepTraLog

    Unknown

  • Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements

    Weiwei Cui;Xiaoyu Zhang;Yun Wang;He Huang

  • UniParser: A Unified Log Parser for Heterogeneous Log Data

    Unknown

  • Extracting Top-K Insights from Multi-dimensional Data

    Bo Tang;Shi Han;Man Lung Yiu;Rui Ding

  • Correlating events with time series for incident diagnosis

    Chen Luo;Jian-Guang Lou;Qingwei Lin;Qiang Fu

  • YADING: fast clustering of large-scale time series data

    Rui Ding;Qiang Wang;Yingnong Dang;Qiang Fu

  • Software Analytics in Practice

    Dongmei Zhang;Shi Han;Yingnong Dang;Jian-Guang Lou

  • Improving Service Availability of Cloud Systems by Predicting Disk Error.

    Yong Xu;Kaixin Sui;Randolph Yao;Hongyu Zhang

  • Performance debugging in the large via mining millions of stack traces

    Shi Han;Yingnong Dang;Song Ge;Dongmei Zhang

  • Frequent Pattern Mining

    Shi Han;Yingnong Dang;Dongmei Zhang;Song Ge

Frequent Co-Authors

Jian-Guang Lou
Jian-Guang Lou Microsoft (United States)
Hongyu Zhang
Hongyu Zhang Chongqing University
Tao Xie
Tao Xie Peking University
Dan Hao
Dan Hao Peking University
Sunghun Kim
Sunghun Kim Hong Kong University of Science and Technology
Martial Hebert
Martial Hebert Carnegie Mellon University
Huamin Qu
Huamin Qu Hong Kong University of Science and Technology
Michael R. Lyu
Michael R. Lyu Chinese University of Hong Kong
Lu Zhang
Lu Zhang Peking University
Zhouchen Lin
Zhouchen Lin Peking University

External Links

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

If you're interested in studying Computer Science in the USA, you may want to explore additional pathways that offer flexibility and clear career advantages. For those looking to combine hardware and software skills, there are many accredited online electrical engineering programs that can open doors to roles in tech, engineering, and innovation.

For a quicker path to entering the workforce or making a career switch, consider 3-month certificate programs that pay well. These short-term certifications can boost your earning potential and may complement your Computer Science skills with specialized expertise.

If you're aiming to further your education efficiently, you might be interested in pursuing the fastest online master's degree programs. These options allow you to advance your qualifications while balancing work and personal commitments.

Wondering which advanced degrees are most valuable? Check out the best masters degree to get for strong career growth and high demand in the job market. Each path offers unique advantages, helping you tailor your education to fit your professional goals.

Best Scientists Citing Dongmei Zhang

Trending Scientists