World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
59
Citations
14465
World Ranking
3411
National Ranking
95

Overview

Ying Zhang is affiliated with the University of Technology Sydney in Australia and has contributed extensively to the field of computer science, with a focus on various subfields including artificial intelligence, computer vision and pattern recognition, signal processing, computer networks and communications, as well as electrical and electronic engineering. Their research spans a total of 557 publications in computer science.

The scientist's work regularly addresses advanced topics such as:

  • Advanced Graph Neural Networks
  • Data Management and Algorithms
  • Complex Network Analysis Techniques
  • Graph Theory and Algorithms
  • Caching and Content Delivery
  • Advanced Image and Video Retrieval Techniques
  • Advanced Database Systems and Queries

Ying Zhang has authored papers published in several key venues, notable among them being:

  • arXiv (Cornell University)
  • IEEE Transactions on Knowledge and Data Engineering
  • The VLDB Journal
  • Proceedings of the VLDB Endowment
  • Proceedings of the ACM on Management of Data

Their recent papers reflect a concentration on graph neural networks, algorithms, and financial time series among others:

  • "Graph Neural Network for Fraud Detection via Spatial-Temporal Attention", 2020, IEEE Transactions on Knowledge and Data Engineering
  • "Maximum biclique search at billion scale", 2020, Proceedings of the VLDB Endowment
  • "Solving multi-material problems in solid mechanics using physics-informed neural networks based on domain decomposition technology", 2023, Computer Methods in Applied Mechanics and Engineering
  • "Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction", 2022, Proceedings of the 31st ACM International Conference on Information & Knowledge Management
  • "Efficient shortest path index maintenance on dynamic road networks with theoretical guarantees", 2020, Proceedings of the VLDB Endowment

Frequent collaboration partners include Xuemin Lin, Wenjie Zhang, Lu Qin, Xiaoyang Wang, and Kai Wang, indicating a collaborative research network across several topics and projects.

Best Publications

  • Taming verification hardness: an efficient algorithm for testing subgraph isomorphism

    Haichuan Shang;Ying Zhang;Xuemin Lin;Jeffrey Xu Yu

  • Selecting Stars: The k Most Representative Skyline Operator

    Xuemin Lin;Yidong Yuan;Qing Zhang;Ying Zhang

  • Approximate Nearest Neighbor Search on High Dimensional Data — Experiments, Analyses, and Improvement

    Wen Li;Ying Zhang;Yifang Sun;Wei Wang

  • Identifying critical success factors in emergency management using a fuzzy DEMATEL method

    Unknown

  • Inverted Linear Quadtree: Efficient Top K Spatial Keyword Search

    Chengyuan Zhang;Ying Zhang;Wenjie Zhang;Xuemin Lin

  • A survey of community search over big graphs

    Yixiang Fang;Xin Huang;Lu Qin;Ying Zhang

  • Deep Complex Networks

    Chiheb Trabelsi;Olexa Bilaniuk;Ying Zhang;Dmitriy Serdyuk

  • SRBench: a streaming RDF/SPARQL benchmark

    Ying Zhang;Pham Minh Duc;Oscar Corcho;Jean-Paul Calbimonte

  • Probabilistic skyline operator over sliding windows

    Wenjie Zhang;Xuemin Lin;Ying Zhang;Wei Wang

  • A Spline-Based Semiparametric Maximum Likelihood Estimation Method for the Cox Model with Interval-Censored Data

    Ying-Ying Zhang;Lei Hua;Jian Huang

  • Real-time constrained cycle detection in large dynamic graphs

    Xiafei Qiu;Wubin Cen;Zhengping Qian;You Peng

  • Probabilistic Skyline Operator over Sliding Windows

    Wenjie Zhang;Xuemin Lin;Ying Zhang;Wei Wang

  • SRS: solving c-approximate nearest neighbor queries in high dimensional euclidean space with a tiny index

    Yifang Sun;Wei Wang;Jianbin Qin;Ying Zhang

  • Graph Neural Network for Fraud Detection via Spatial-temporal Attention

    Dawei Cheng;Xiaoyang Wang;Ying Zhang;Liqing Zhang

  • Retweet Modeling Using Conditional Random Fields

    Huan-Kai Peng;Jiang Zhu;Dongzhen Piao;Rong Yan

  • Automated face swapping and its detection

    Unknown

  • When engagement meets similarity: efficient (k,r)-core computation on social networks

    Fan Zhang;Ying Zhang;Lu Qin;Wenjie Zhang

  • Continuous reverse k nearest neighbors queries in Euclidean space and in spatial networks

    Muhammad Aamir Cheema;Wenjie Zhang;Xuemin Lin;Ying Zhang

  • Detecting traffic differentiation in backbone ISPs with NetPolice

    Ying Zhang;Zhuoqing Morley Mao;Ming Zhang

  • Influence zone: Efficiently processing reverse k nearest neighbors queries

    Muhammad Aamir Cheema;Xuemin Lin;Wenjie Zhang;Ying Zhang

  • When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks

    Dian Ouyang;Lu Qin;Lijun Chang;Xuemin Lin

  • A Fast Order-Based Approach for Core Maintenance

    Yikai Zhang;Jeffrey Xu Yu;Ying Zhang;Lu Qin

  • Scalable distributed subgraph enumeration

    Longbin Lai;Lu Qin;Xuemin Lin;Ying Zhang

  • AP-Tree: Efficiently support continuous spatial-keyword queries over stream

    Xiang Wang;Ying Zhang;Wenjie Zhang;Xuemin Lin

  • I/O efficient Core Graph Decomposition at web scale

    Dong Wen;Lu Qin;Ying Zhang;Xuemin Lin

  • Efficient Distance-Aware Influence Maximization in Geo-Social Networks

    Xiaoyang Wang;Ying Zhang;Wenjie Zhang;Xuemin Lin

  • Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem.

    Fan Zhang;Ying Zhang;Lu Qin;Wenjie Zhang

  • Bring Order into the Samples: A Novel Scalable Method for Influence Maximization

    Xiaoyang Wang;Ying Zhang;Wenjie Zhang;Xuemin Lin

Frequent Co-Authors

Xuemin Lin
Xuemin Lin Shanghai Jiao Tong University
Wenjie Zhang
Wenjie Zhang University of New South Wales
Lu Qin
Lu Qin University of Technology Sydney
Lijun Chang
Lijun Chang University of Sydney
Jeffrey Xu Yu
Jeffrey Xu Yu Chinese University of Hong Kong
Jingren Zhou
Jingren Zhou Alibaba Group (China)
Ivor W. Tsang
Ivor W. Tsang Agency for Science, Technology and Research
Jian Pei
Jian Pei Duke University
Defu Lian
Defu Lian University of Science and Technology of China
Liqing Zhang
Liqing Zhang Shanghai Jiao Tong University

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