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Computer Science

D-Index
46
Citations
6347
World Ranking
6949
National Ranking
932

Overview

Shuai Ma is a researcher affiliated with Beihang University in China, specializing in the field of Computer Science with a focus on Artificial Intelligence, Computer Networks and Communications, Signal Processing, Information Systems, and Management Science and Operations Research. Their scholarly output includes 91 publications overall, with significant contributions distributed across several key subfields.

Their work involves various research topics, notably:

  • Data Management and Algorithms
  • Data Quality and Management
  • Advanced Database Systems and Queries
  • Privacy-Preserving Technologies in Data
  • Advanced Graph Neural Networks
  • Semantic Web and Ontologies
  • Human Mobility and Location-Based Analysis

Shuai Ma's research has appeared frequently in leading academic venues. Regular publication outlets include:

  • IEEE Transactions on Knowledge and Data Engineering
  • Proceedings of the VLDB Endowment
  • arXiv (Cornell University)
  • Journal of Computer Science and Technology
  • IEEE Transactions on Dependable and Secure Computing

Their collaborative work features recurring coauthors such as Zijing Tan, Junfeng Liu, Xuelian Lin, Renjie Xiao, and Yanbei Liu, highlighting ongoing research partnerships.

Selected recent papers illustrate the scope of Shuai Ma's contributions:

  • "CodeBLEU: a Method for Automatic Evaluation of Code Synthesis" (2020), published in arXiv (Cornell University)
  • "Toward Verifiable and Privacy Preserving Machine Learning Prediction" (2020), published in IEEE Transactions on Dependable and Secure Computing
  • "The mass, fake news, and cognition security" (2020), published in Frontiers of Computer Science
  • "TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning" (2024), published in IEEE Transactions on Dependable and Secure Computing
  • "Error Bounded Line Simplification Algorithms for Trajectory Compression: An Experimental Evaluation" (2021), published in ACM Transactions on Database Systems

Best Publications

  • Improving data quality: consistency and accuracy

    Gao Cong;Wenfei Fan;Floris Geerts;Xibei Jia

  • Graph pattern matching: from intractable to polynomial time

    Wenfei Fan;Jianzhong Li;Shuai Ma;Nan Tang

  • Towards certain fixes with editing rules and master data

    Wenfei Fan;Jianzhong Li;Shuai Ma;Nan Tang

  • Reasoning about record matching rules

    Wenfei Fan;Xibei Jia;Jianzhong Li;Shuai Ma

  • CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

    Shuo Ren;Daya Guo;Shuai Lu;Long Zhou

  • Adding regular expressions to graph reachability and pattern queries

    Wenfei Fan;Wenfei Fan;Jianzhong Li;Shuai Ma;Nan Tang

  • Graph homomorphism revisited for graph matching

    Wenfei Fan;Jianzhong Li;Shuai Ma;Hongzhi Wang

  • Capturing topology in graph pattern matching

    Shuai Ma;Yang Cao;Wenfei Fan;Jinpeng Huai

  • Adding regular expressions to graph reachability and pattern queries

    Wenfei Fan;Jianzhong Li;Shuai Ma;Nan Tang

  • Interaction between Record Matching and Data Repairing

    Wenfei Fan;Shuai Ma;Nan Tang;Wenyuan Yu

  • Interaction between record matching and data repairing

    Wenfei Fan;Jianzhong Li;Shuai Ma;Nan Tang

  • Extending dependencies with conditions

    Loreto Bravo;Wenfei Fan;Shuai Ma

  • Strong simulation: Capturing topology in graph pattern matching

    Shuai Ma;Yang Cao;Wenfei Fan;Jinpeng Huai

  • Effect of heat treatment on microstructure and mechanical behaviours of 18Ni-300 maraging steel manufactured by selective laser melting

    Jun Song;Qian Tang;Qixiang Feng;Shuai Ma

  • Dynamic constraints for record matching

    Wenfei Fan;Hong Gao;Xibei Jia;Jianzhong Li

  • Distributed graph pattern matching

    Shuai Ma;Yang Cao;Jinpeng Huai;Tianyu Wo

  • Enhancing reliability to boost the throughput over screen-camera links

    Anran Wang;Shuai Ma;Chunming Hu;Jinpeng Huai

  • Increasing the Expressivity of Conditional Functional Dependencies without Extra Complexity

    L. Bravo;Wenfei Fan;F. Geerts;Shuai Ma

  • Outage Constrained Robust Secure Transmission for MISO Wiretap Channels

    Shuai Ma;Mingyi Hong;Enbin Song;Xiangfeng Wang

  • On Anomalous Hotspot Discovery in Graph Streams

    Weiren Yu;Charu C. Aggarwal;Shuai Ma;Haixun Wang

  • Quasi-static analysis of mechanical properties of Ti6Al4V lattice structures manufactured using selective laser melting

    Qixiang Feng;Qian Tang;Ying Liu;Rossitza Setchi

  • 26TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING ICDE 2010

    Wenfei Fan;Floris Geerts;Shuai Ma;Heiko Mueller

Frequent Co-Authors

Wenfei Fan
Wenfei Fan University of Edinburgh
Ming Zhou
Ming Zhou Langboat Technology
Shujie Liu
Shujie Liu Microsoft Research Asia (China)
Fuhui Zhou
Fuhui Zhou Nanjing University of Aeronautics and Astronautics
Jianzhong Li
Jianzhong Li Harbin Institute of Technology
Gao Cong
Gao Cong Nanyang Technological University
Nan Tang
Nan Tang Hong Kong University of Science and Technology (Guangzhou)
Charu C. Aggarwal
Charu C. Aggarwal IBM (United States)
Floris Geerts
Floris Geerts University of Antwerp
Haixun Wang
Haixun Wang Instacart

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