World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
69
Citations
19139
World Ranking
1974
National Ranking
37

Overview

Xiaokui Xiao is affiliated with the National University of Singapore in Singapore. Their research activities primarily focus within the field of Computer Science, with a significant contribution to subfields such as Artificial Intelligence, Computer Networks and Communications, Statistical and Nonlinear Physics, Computer Vision and Pattern Recognition, and Management Science and Operations Research.

The scientist's work addresses several main research topics including Privacy-Preserving Technologies in Data, Advanced Graph Neural Networks, Complex Network Analysis Techniques, Graph Theory and Algorithms, Cryptography and Data Security, Mobile Crowdsensing and Crowdsourcing, and Data Management and Algorithms.

Xiao's publication record includes frequent appearances in several venues. Key publication venues include arXiv (Cornell University) with 42 papers, Proceedings of the VLDB Endowment with 19 papers, IEEE Transactions on Knowledge and Data Engineering with 6 papers, The VLDB Journal with 4 papers, and Proceedings of the ACM on Management of Data with 4 papers.

Some of the recent papers authored or co-authored by Xiao are:

  • LF-GDPR: A Framework for Estimating Graph Metrics With Local Differential Privacy, 2020, IEEE Transactions on Knowledge and Data Engineering
  • The Disruptions of 5G on Data-Driven Technologies and Applications, 2020, IEEE Transactions on Knowledge and Data Engineering
  • Homogeneous network embedding for massive graphs via reweighted personalized PageRank, 2020, Proceedings of the VLDB Endowment
  • Data synthesis via differentially private markov random fields, 2021, Proceedings of the VLDB Endowment
  • Efficient approximation algorithms for adaptive influence maximization, 2020, The VLDB Journal

The scientist frequently collaborates with several co-authors, including Beng Chin Ooi, Renchi Yang, Yin Yang, Juncheng Liu, and Meihui Zhang.

Best Publications

  • Anatomy: simple and effective privacy preservation

    Xiaokui Xiao;Yufei Tao

  • Influence maximization: near-optimal time complexity meets practical efficiency

    Youze Tang;Xiaokui Xiao;Yanchen Shi

  • Personalized privacy preservation

    Xiaokui Xiao;Yufei Tao

  • Influence Maximization in Near-Linear Time: A Martingale Approach

    Youze Tang;Yanchen Shi;Xiaokui Xiao

  • M-invariance: towards privacy preserving re-publication of dynamic datasets

    Xiaokui Xiao;Yufei Tao

  • AR-miner: mining informative reviews for developers from mobile app marketplace

    Ning Chen;Jialiu Lin;Steven C. H. Hoi;Xiaokui Xiao

  • Functional mechanism: regression analysis under differential privacy

    Jun Zhang;Zhenjie Zhang;Xiaokui Xiao;Yin Yang

  • PrivBayes: private data release via bayesian networks

    Jun Zhang;Graham Cormode;Cecilia M. Procopiuc;Divesh Srivastava

  • Differential Privacy via Wavelet Transforms

    Xiaokui Xiao;Guozhang Wang;J. Gehrke

  • Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis

    Wenya Wang;Sinno Jialin Pan;Daniel Dahlmeier;Xiaokui Xiao

  • Differentially private histogram publication

    Jia Xu;Zhenjie Zhang;Xiaokui Xiao;Yin Yang

  • Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms.

    Wenya Wang;Sinno Jialin Pan;Daniel Dahlmeier;Xiaokui Xiao

  • Indexing multi-dimensional uncertain data with arbitrary probability density functions

    Yufei Tao;Reynold Cheng;Xiaokui Xiao;Wang Kay Ngai

  • PrivBayes

    Unknown

  • Heavy Hitter Estimation over Set-Valued Data with Local Differential Privacy

    Zhan Qin;Yin Yang;Ting Yu;Issa Khalil

  • Privacy preserving vertical federated learning for tree-based models

    Yuncheng Wu;Shaofeng Cai;Xiaokui Xiao;Gang Chen

  • Differentially private event sequences over infinite streams

    Georgios Kellaris;Stavros Papadopoulos;Xiaokui Xiao;Dimitris Papadias

  • Collecting and analyzing multidimensional data with local differential privacy

    N Wang;X Xiao;Y Yang;J Zhao

  • SUBSKY: Efficient Computation of Skylines in Subspaces

    Yufei Tao;Xiaokui Xiao;Jian Pei

  • Secure nearest neighbor revisited

    Bin Yao;Feifei Li;Xiaokui Xiao

  • Differentially Private Histogram Publication

    Jia Xu;Zhenjie Zhang;Xiaokui Xiao;Yin Yang

  • Personalized Privacy Preservation.

    Yufei Tao;Xiaokui Xiao

Frequent Co-Authors

Yin Yang
Yin Yang Hamad bin Khalifa University
Yufei Tao
Yufei Tao Chinese University of Hong Kong
Sourav S. Bhowmick
Sourav S. Bhowmick Nanyang Technological University
Shuigeng Zhou
Shuigeng Zhou Fudan University
Marianne Winslett
Marianne Winslett University of Illinois at Urbana-Champaign
Beng Chin Ooi
Beng Chin Ooi National University of Singapore
Aixin Sun
Aixin Sun Nanyang Technological University
Johannes Gehrke
Johannes Gehrke Microsoft (United States)
Jian Pei
Jian Pei Duke University
Andrew Lim
Andrew Lim National University of Singapore

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