PPaperPicks

Xiaokui Xiao

Nanyang Technological University, Singapore

50 papers at tracked venues · 48 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0914-4580 ↗Google Scholar ↗Homepage ↗

Venues

VLDB ×17SIGMOD ×7SIGKDD ×5WWW ×5ICDE ×4S&P ×3AAAI ×1AsiaCCS ×1CCS ×1CIKM ×1ICLR ×1NDSS ×1NeurIPS ×1SIGIR ×1USENIX Security ×1

Frequent coauthors

Yanlei Diao
×9
Ergute Bao
×7
Yin Yang
×7
Beng Chin Ooi
×6
Yangfan Jiang
×5
Laks V. S. Lakshmanan
×5
Fei Wei
×4
Bolin Ding
×4
Yimin Shi
×4
Bogdan Cautis
×4
Shiqi Zhang
×4
Xinjian Luo
×4

Papers

  1. Accurate Table Question Answering with Accessible LLMs
    ICDE 2026 ·
    Yangfan Jiang
    ,
    Fei Wei
    ,
    Ergute Bao
    ,
    Yaliang Li
    ,
    Bolin Ding
    ,
    Yin Yang
    , Xiaokui Xiao
  2. Auditing Apple's DifferentialPrivacy.framework: Implementation Bugs, Misconfigurations, and Practical Risks
    S&P 2026 ·
    Rishav Chourasia
    ,
    Ergute Bao
    ,
    Uzair Javaid
    , Xiaokui Xiao
  3. DP-S4S: Accurate and Scalable Select-Join-Aggregate Query Processing with User-Level Differential Privacy
    SIGMOD 2026 ·
    Yuan Qiu
    , Xiaokui Xiao,
    Yin Yang
  4. Enhancing Graph-based Approximate Maximum Inner Product Search via Norm-Adaptive Partitioning
    SIGMOD 2026 ·
    Xi Zhao
    ,
    Zhoujin Tian
    ,
    Kai Huang
    ,
    Yao Tian
    , Xiaokui Xiao,
    Bolong Zheng
    ,
    Xiaofang Zhou
  5. Front Matter
    VLDB 2026 ·
    Yanlei Diao
    , Xiaokui Xiao
  6. Front Matter
    VLDB 2026 ·
    Yanlei Diao
    , Xiaokui Xiao
  7. Front Matter
    VLDB 2026 ·
    Yanlei Diao
    , Xiaokui Xiao
  8. Front Matter
    VLDB 2026 ·
    Yanlei Diao
    , Xiaokui Xiao
  9. Front Matter
    VLDB 2026 ·
    Yanlei Diao
    , Xiaokui Xiao
  10. Generalized Entity Matching with Adaptivity via Large Language Models
    SIGMOD 2026 ·
    Xingguang Chen
    ,
    Yimin Shi
    , Xiaokui Xiao
  11. On Self-Designing Learned Indexes
    SIGMOD 2026 ·
    Baofu Han
    ,
    Guoyu Hu
    ,
    Bing Li
    , Xiaokui Xiao,
    Zhanhao Zhao
    ,
    Beng Chin Ooi
  12. SaGD: A Node-Level Differentially Private Graph Learning Framework with Sensitivity-Aware Gradient Descent
    WWW 2026 ·
    Jianxin Wei
    ,
    Ergute Bao
    , Xiaokui Xiao,
    Ting Yu
  13. Unifying Diversity and Fairness in Re-ranking via Economic Growth Theory
    WWW 2026 ·
    Zhaofeng Li
    ,
    Chen Xu
    ,
    Xinyu Lin
    ,
    Wenjie Wang
    , Xiaokui Xiao
  14. A Framework for Evaluating AI Agents in Open-Ended Conversations via Scripted Simulation
    SIGKDD 2025 ·
    Clarice Wang
    ,
    Yimin Shi
    , Xiaokui Xiao
  15. Advances in Designing Scalable Graph Neural Networks: The Perspective of Graph Data Management
    SIGMOD 2025 ·
    Ningyi Liao
    ,
    Siqiang Luo
    , Xiaokui Xiao,
    Reynold Cheng
  16. From Randomized Response to Randomized Index: Answering Subset Counting Queries with Local Differential Privacy
    S&P 2025 ·
    Qingqing Ye
    ,
    Liantong Yu
    ,
    Kai Huang
    , Xiaokui Xiao,
    Weiran Liu
    ,
    Haibo Hu
  17. Front Matter
    VLDB 2025 ·
    Yanlei Diao
    , Xiaokui Xiao
  18. Front Matter
    VLDB 2025 ·
    Yanlei Diao
    , Xiaokui Xiao
  19. Front Matter
    VLDB 2025 ·
    Yanlei Diao
    , Xiaokui Xiao
  20. Front Matter
    VLDB 2025 ·
    Yanlei Diao
    , Xiaokui Xiao
  21. GCON: Differentially Private Graph Convolutional Network via Objective Perturbation
    ICDE 2025 ·
    Jianxin Wei
    ,
    Yizheng Zhu
    , Xiaokui Xiao,
    Ergute Bao
    ,
    Yin Yang
    ,
    Kuntai Cai
    ,
    Beng Chin Ooi
  22. GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite Graphs
    CIKM 2025 ·
    Hewen Wang
    ,
    Renchi Yang
    , Xiaokui Xiao
  23. Hyperparametric Influence Minimization: Feature-Driven Intervention Beyond Blocking
    SIGKDD 2025 ·
    Bin Xiang
    ,
    Bogdan Cautis
    , Xiaokui Xiao,
    Laks V. S. Lakshmanan
  24. Hyperparametric Robust and Dynamic Influence Maximization
    AAAI 2025 ·
    Arkaprava Saha
    ,
    Bogdan Cautis
    , Xiaokui Xiao,
    Laks V. S. Lakshmanan
  25. KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG
    SIGKDD 2025 ·
    Yiqian Huang
    ,
    Shiqi Zhang
    , Xiaokui Xiao
  26. NeurStore: Efficient In-database Deep Learning Model Management System
    SIGMOD 2025 ·
    Siqi Xiang
    ,
    Sheng Wang
    , Xiaokui Xiao,
    Cong Yue
    ,
    Zhanhao Zhao
    ,
    Beng Chin Ooi
  27. Passive Inference Attacks on Split Learning via Adversarial Regularization
    NDSS 2025 ·
    Xiaochen Zhu
    ,
    Xinjian Luo
    ,
    Yuncheng Wu
    ,
    Yangfan Jiang
    , Xiaokui Xiao,
    Beng Chin Ooi
  28. PrivPetal: Relational Data Synthesis via Permutation Relations
    SIGMOD 2025 ·
    Kuntai Cai
    , Xiaokui Xiao,
    Yin Yang
  29. Prompt Inference Attack on Distributed Large Language Model Inference Frameworks
    CCS 2025 ·
    Xinjian Luo
    ,
    Ting Yu
    , Xiaokui Xiao
  30. ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries
    VLDB 2025 ·
    Keke Huang
    ,
    Yimin Shi
    ,
    Dujian Ding
    ,
    Yifei Li
    ,
    Yang Fei
    ,
    Laks V. S. Lakshmanan
    , Xiaokui Xiao
  31. Towards Learning on Vertically Partitioned Data with Distributed Differential Privacy
    ICDE 2025 ·
    Ergute Bao
    ,
    Fei Wei
    ,
    Yin Yang
    , Xiaokui Xiao,
    Tianyu Pang
    ,
    Chao Du
  32. Unlocking the Power of Differentially Private Zeroth-order Optimization for Fine-tuning LLMs
    USENIX Security 2025 ·
    Ergute Bao
    ,
    Yangfan Jiang
    ,
    Fei Wei
    , Xiaokui Xiao,
    Zitao Li
    ,
    Yaliang Li
    ,
    Bolin Ding
  33. You Are What You Bought: Generating Customer Personas for E-commerce Applications
    SIGIR 2025 ·
    Yimin Shi
    ,
    Yang Fei
    ,
    Shiqi Zhang
    ,
    Haixun Wang
    , Xiaokui Xiao
  34. A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs
    VLDB 2024 ·
    Zhicheng Liang
    ,
    Yu Yang
    ,
    Xiangyu Ke
    , Xiaokui Xiao,
    Yunjun Gao
  35. AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation
    VLDB 2024 ·
    Fei Wei
    ,
    Ergute Bao
    , Xiaokui Xiao,
    Yin Yang
    ,
    Bolin Ding
  36. Calibrating Noise for Group Privacy in Subsampled Mechanisms
    VLDB 2024 ·
    Yangfan Jiang
    ,
    Xinjian Luo
    ,
    Yin Yang
    , Xiaokui Xiao
  37. Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs
    SIGKDD 2024 ·
    Hewen Wang
    ,
    Renchi Yang
    , Xiaokui Xiao
  38. Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint
    VLDB 2024 ·
    Yiqian Huang
    ,
    Shiqi Zhang
    ,
    Laks V. S. Lakshmanan
    ,
    Wenqing Lin
    , Xiaokui Xiao,
    Bo Tang
  39. Graph Computation with Adaptive Granularity
    ICDE 2024 ·
    Ruiqi Xu
    ,
    Yue Wang
    , Xiaokui Xiao
  40. Information Diffusion Meets Invitation Mechanism
    WWW 2024 ·
    Shiqi Zhang
    ,
    Jiachen Sun
    ,
    Wenqing Lin
    , Xiaokui Xiao,
    Yiqian Huang
    ,
    Bo Tang
  41. Optimal Batched Best Arm Identification
    NeurIPS 2024 ·
    Tianyuan Jin
    ,
    Yu Yang
    ,
    Jing Tang
    , Xiaokui Xiao,
    Pan Xu
  42. Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach
    WWW 2024 ·
    Keke Huang
    ,
    Wencai Cao
    ,
    Hoang Ta
    , Xiaokui Xiao,
    Pietro Liò
  43. Performance-Based Pricing of Federated Learning via Auction
    VLDB 2024 ·
    Zitao Li
    ,
    Bolin Ding
    ,
    Liuyi Yao
    ,
    Yaliang Li
    , Xiaokui Xiao,
    Jingren Zhou
  44. Predicting Cascading Failures with a Hyperparametric Diffusion Model
    SIGKDD 2024 ·
    Bin Xiang
    ,
    Bogdan Cautis
    , Xiaokui Xiao,
    Olga Mula
    ,
    Dusit Niyato
    ,
    Laks V. S. Lakshmanan
  45. Protecting Label Distribution in Cross-Silo Federated Learning
    S&P 2024 ·
    Yangfan Jiang
    ,
    Xinjian Luo
    ,
    Yuncheng Wu
    , Xiaokui Xiao,
    Beng Chin Ooi
  46. Publishing Common Neighbors Histograms of Social Networks under Edge Differential Privacy
    AsiaCCS 2024 ·
    Chaojie Lv
    , Xiaokui Xiao,
    Lan Zhang
    ,
    Ting Yu
  47. Scalable Continuous-time Diffusion Framework for Network Inference and Influence Estimation
    WWW 2024 ·
    Keke Huang
    ,
    Ruize Gao
    ,
    Bogdan Cautis
    , Xiaokui Xiao
  48. Scalable and Effective Implicit Graph Neural Networks on Large Graphs
    ICLR 2024 ·
    Juncheng Liu
    ,
    Bryan Hooi
    ,
    Kenji Kawaguchi
    ,
    Yiwei Wang
    ,
    Chaosheng Dong
    , Xiaokui Xiao
  49. Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs
    VLDB 2024 ·
    Yizheng Zhu
    ,
    Yuncheng Wu
    ,
    Zhaojing Luo
    ,
    Beng Chin Ooi
    , Xiaokui Xiao
  50. Sharing Information with Differential Privacy: A Database Perspective
    VLDB 2024 · Xiaokui Xiao