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Xiaokui Xiao

National University of Singapore

64H-index
320Paper Count
1.6WCitation Count
Published Papers 34
Publication Date
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EncFormer: Secure and Efficient Transformer Inference Over Encrypted Data
errIEEE Transactions on Dependable and Secure Computing
IF7.5
err2026-07-17
err0
PREAI
errYufan Zhu; Chao Jin; Khin Mi Mi Aung; Xiaokui Xiao
errShare
errSave
Near-Optimality for Single-Source Personalized PageRank
errPROCEEDINGS OF THE ACM ON MANAGEMENT OF DATA
IF0
err2026-05-01
err0
PREAI
errJiang, Xinpeng; Liu, Haoyu; Luo, Siqiang; Xiao, Xiaokui
errShare
errSave
Rethinking Link Prediction for Directed Graphs
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-04-29
err0
PREAI
errMingguo He; Yuhe Guo; Yanping Zheng; Zhewei Wei; Stephan Günnemann; Xiaokui Xiao
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errSave
Safeguarding Federated Learning From Data Reconstruction Attacks via Gradient Dropout
errIEEE Transactions on Information Forensics and Security
IF8
err2026-01-29
err0
PREAI
errEkanut Sotthiwat; Chi Zhang; Xiaokui Xiao; Liangli Zhen
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errSave
ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-07-01
err0
PREAI
errHuang, Keke; Shi, Yimin; Ding, Dujian; Li, Yifei; Fei, Yang; Lakshmanan, Laks; Xiao, Xiaokui
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errSave
Calibrating Noise for Group Privacy in Subsampled Mechanisms
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-02-28
err0
PREAI
errJiang, Yangfan; Luo, Xinjian; Yang, Yin; Xiao, Xiaokui
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errSave
Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-02-28
err0
PREAI
errHuang, Yiqian; Zhang, Shiqi; Lakshmanan, Laks V. S.; Lin, Wenqing; Xiao, Xiaokui; Tang, Bo
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errSave
Managing Metaverse Data Tsunami: Actionable Insights
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err1
errOAAI
errZhang, Bingxue; Chen, Gang; Ooi, Beng Chin; Shou, Mike Zheng; Tan, Kian-Lee; Tung, Anthony K. H.; Xiao, Xiaokui; Yip, James Wei Luen; Zhang, Meihui
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errSave
NeurDB: an AI-powered autonomous data system
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2024-09-13
err1
PREAI
errOoi, Beng Chin; Cai, Shaofeng; Chen, Gang; Shen, Yanyan; Tan, Kian-Lee; Wu, Yuncheng; Xiao, Xiaokui; Xing, Naili; Yue, Cong; Zeng, Lingze; Zhang, Meihui; Zhao, Zhanhao
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errSave
On Data Distribution Leakage in Cross-Silo Federated Learning
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-07-01
err2
PREAI
errJiang, Yangfan; Luo, Xinjian; Wu, Yuncheng; Zhu, Xiaochen; Xiao, Xiaokui; Ooi, Beng Chin
errShare
errSave
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err0
errOAAI
errLuo, Xinjian; Jiang, Yangfan; Wei, Fei; Wu, Yuncheng; Xiao, Xiaokui; Ooi, Beng Chin
errShare
errSave
SeRaNDiP - Leveraging Inherent Sensor Random Noise for Differential Privacy Preservation in Wearable Community Sensing Applications
errPROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT
IF4.5
err2023-06-12
err4
errOAAI
errKalupahana, Ayanga Imesha Kumari; Balaji, Ananta Narayanan; Xiao, Xiaokui; Peh, Li-Shiuan
errShare
errSave
LF-GDPR: A Framework for Estimating Graph Metrics With Local Differential Privacy
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-10-01
err42
errOAAI
errYe, Qingqing; Hu, Haibo; Au, Man Ho; Meng, Xiaofeng; Xiao, Xiaokui
errShare
errSave
Privacy-Preserving Stochastic Gradual Learning
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2021-08-01
err4
errOAAI
errHan, Bo; Tsang, Ivor W.; Xiao, Xiaokui; Chen, Ling; Fung, Sai-Fu; Yu, Celina P.
errShare
errSave
Incremental Community Detection on Large Complex Attributed Network
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2021-05-19
err8
PREAI
errChen, Zhe; Sun, Aixin; Xiao, Xiaokui
errShare
errSave
Best Bang for the Buck: Cost-Effective Seed Selection for Online Social Networks
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2020-12-01
err5
PREAI
errHan, Kai; He, Yuntian; Huang, Keke; Xiao, Xiaokui; Tang, Shaojie; Xu, Jingxin; Huang, Liusheng
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errSave
GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2020-12-01
err4
errOAAI
errSun, Peng; Wen, Yonggang; Duong, Ta Nguyen Binh; Xiao, Xiaokui
errShare
errSave
BATON: Batch One-Hop Personalized PageRanks with Efficiency and Accuracy
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2020-10-01
err10
PREAI
errLuo, Siqiang; Xiao, Xiaokui; Lin, Wenqing; Kao, Ben
errShare
errSave
Forecasting the number of firefighter interventions per region with local-differential-privacy-based data
errCOMPUTERS & SECURITY
IF5.4
err2020-09-01
err14
errOAAI
errArcolezi, Heber H.; Couchot, Jean-Francois; Cerna, Selene; Guyeux, Christophe; Royer, Guillaume; Al Bouna, Bechara; Xiao, Xiaokui
errShare
errSave
ROAM: A Fundamental Routing Query on Road Networks with Efficiency
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2020-08-01
err0
PREAI
errLuo, Siqiang; Cheng, Reynold; Kao, Ben; Xiao, Xiaokui; Zhou, Shuigeng; Hu, Jiafeng
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errSave

Research Directions

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Co-authors
Cooperation Journals
Qiang Yang cover
Qiang Yang (Qiang Yang)
H-index: 127 · Papers: 1.4K
J
Jian Pei
H-index: 96 · Papers: 764
X
Xing Xie
H-index: 94 · Papers: 714
S
Steven C. H. Hoi
H-index: 84 · Papers: 493
B
Beng Chin Ooi
H-index: 77 · Papers: 535
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