default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDXiaokui Xiao
Person information
- affiliation: Nanyang Technological University, Singapore
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j88]Héber Hwang Arcolezi
, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao:
Improving the utility of locally differentially private protocols for longitudinal and multidimensional frequency estimates. Digit. Commun. Networks 10(2): 369-379 (2024)- [j87]Xiaokui Xiao:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 47(2): 2 (2024) - [j86]Zitao Li, Bolin Ding, Liuyi Yao, Yaliang Li, Xiaokui Xiao, Jingren Zhou:
Performance-Based Pricing of Federated Learning via Auction. Proc. VLDB Endow. 17(6): 1269-1282 (2024) - [j85]Fei Wei, Ergute Bao, Xiaokui Xiao, Yin Yang, Bolin Ding:
AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation. Proc. VLDB Endow. 17(8): 1843-1855 (2024) - [j84]Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao:
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. Proc. VLDB Endow. 17(9): 2321-2334 (2024) - [j83]Zhicheng Liang, Yu Yang, Xiangyu Ke, Xiaokui Xiao, Yunjun Gao:
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs. Proc. VLDB Endow. 17(11): 3666-3679 (2024) - [j82]Xiaokui Xiao:
Sharing Information with Differential Privacy: A Database Perspective. Proc. VLDB Endow. 17(12): 4555 (2024) - [j81]Xinjian Luo, Yangfan Jiang, Fei Wei, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective. IEEE Trans. Inf. Forensics Secur. 19: 8109-8124 (2024) - [j80]Yangfan Jiang, Xinjian Luo, Yuncheng Wu, Xiaochen Zhu, Xiaokui Xiao, Beng Chin Ooi:
On Data Distribution Leakage in Cross-Silo Federated Learning. IEEE Trans. Knowl. Data Eng. 36(7): 3312-3328 (2024) - [c124]Chaojie Lv, Xiaokui Xiao, Lan Zhang, Ting Yu:
Publishing Common Neighbors Histograms of Social Networks under Edge Differential Privacy. AsiaCCS 2024 - [c123]Hewen Wang, Bryan Hooi, Dan He, Juncheng Liu, Xiaokui Xiao:
EGNN-AD: An Effective Graph Neural Network-Based Approach for Anomaly Detection on Edge-Attributed Graphs. DASFAA (6) 2024: 321-331 - [c122]Ruiqi Xu, Yue Wang, Xiaokui Xiao:
Graph Computation with Adaptive Granularity. ICDE 2024: 2123-2136 - [c121]Juncheng Liu, Bryan Hooi, Kenji Kawaguchi, Yiwei Wang, Chaosheng Dong, Xiaokui Xiao:
Scalable and Effective Implicit Graph Neural Networks on Large Graphs. ICLR 2024 - [c120]Hewen Wang, Renchi Yang, Xiaokui Xiao:
Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs. KDD 2024: 3081-3091 - [c119]Bin Xiang, Bogdan Cautis, Xiaokui Xiao, Olga Mula, Dusit Niyato, Laks V. S. Lakshmanan:
Predicting Cascading Failures with a Hyperparametric Diffusion Model. KDD 2024: 3495-3506 - [c118]Yangfan Jiang, Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Protecting Label Distribution in Cross-Silo Federated Learning. SP 2024: 4828-4847 - [c117]Shiqi Zhang, Jiachen Sun, Wenqing Lin, Xiaokui Xiao, Yiqian Huang, Bo Tang:
Information Diffusion Meets Invitation Mechanism. WWW (Companion Volume) 2024: 383-392 - [c116]Keke Huang, Wencai Cao, Hoang Ta, Xiaokui Xiao, Pietro Liò:
Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach. WWW 2024: 1057-1068 - [c115]Keke Huang, Ruize Gao, Bogdan Cautis, Xiaokui Xiao:
Scalable Continuous-time Diffusion Framework for Network Inference and Influence Estimation. WWW 2024: 2660-2671 - [i78]Xinjian Luo, Yangfan Jiang, Fei Wei, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective. CoRR abs/2402.18607 (2024) - [i77]Keke Huang, Ruize Gao, Bogdan Cautis, Xiaokui Xiao:
Scalable Continuous-time Diffusion Framework for Network Inference and Influence Estimation. CoRR abs/2403.02867 (2024) - [i76]Keke Huang, Wencai Cao, Hoang Ta, Xiaokui Xiao, Pietro Liò:
Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach. CoRR abs/2403.07954 (2024) - [i75]Fei Wei, Ergute Bao, Xiaokui Xiao, Yin Yang, Bolin Ding:
AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation. CoRR abs/2404.01625 (2024) - [i74]Beng Chin Ooi, Shaofeng Cai, Gang Chen, Kian-Lee Tan, Yuncheng Wu, Xiaokui Xiao, Naili Xing, Cong Yue, Lingze Zeng, Meihui Zhang, Zhanhao Zhao:
NeurDB: An AI-powered Autonomous Data System. CoRR abs/2405.03924 (2024) - [i73]Zhenjie Zhang, Yuyang Rao, Hao Xiao, Xiaokui Xiao, Yin Yang:
Proof of Quality: A Costless Paradigm for Trustless Generative AI Model Inference on Blockchains. CoRR abs/2405.17934 (2024) - [i72]Bin Xiang, Bogdan Cautis, Xiaokui Xiao, Olga Mula, Dusit Niyato, Laks V. S. Lakshmanan:
Predicting Cascading Failures with a Hyperparametric Diffusion Model. CoRR abs/2406.08522 (2024) - [i71]Hewen Wang, Renchi Yang, Xiaokui Xiao:
Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs. CoRR abs/2406.13369 (2024) - [i70]Zhicheng Liang, Yu Yang, Xiangyu Ke, Xiaokui Xiao, Yunjun Gao:
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs. CoRR abs/2406.14697 (2024) - [i69]Jianxin Wei, Yizheng Zhu, Xiaokui Xiao, Ergute Bao, Yin Yang, Kuntai Cai, Beng Chin Ooi:
GCON: Differentially Private Graph Convolutional Network via Objective Perturbation. CoRR abs/2407.05034 (2024) - [i68]Xinjian Luo, Yangfan Jiang, Xiaokui Xiao:
Feature Inference Attack on Shapley Values. CoRR abs/2407.11359 (2024) - [i67]Yangfan Jiang, Xinjian Luo, Yin Yang, Xiaokui Xiao:
Calibrating Noise for Group Privacy in Subsampled Mechanisms. CoRR abs/2408.09943 (2024) - 2023
- [j79]Ayanga Imesha Kumari Kalupahana, Ananta Narayanan Balaji, Xiaokui Xiao, Li-Shiuan Peh:
SeRaNDiP: Leveraging Inherent Sensor Random Noise for Differential Privacy Preservation in Wearable Community Sensing Applications. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(2): 61:1-61:38 (2023) - [j78]Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang:
Effective and Efficient PageRank-based Positioning for Graph Visualization. Proc. ACM Manag. Data 1(1): 76:1-76:27 (2023) - [j77]Kuntai Cai, Xiaokui Xiao, Graham Cormode:
PrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy. Proc. ACM Manag. Data 1(2): 142:1-142:25 (2023) - [j76]Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao:
GlassDB: An Efficient Verifiable Ledger Database System Through Transparency. Proc. VLDB Endow. 16(6): 1359-1371 (2023) - [j75]Yuncheng Wu, Naili Xing, Gang Chen, Tien Tuan Anh Dinh, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao, Meihui Zhang:
Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System. Proc. VLDB Endow. 16(10): 2471-2484 (2023) - [j74]Haonan Wang, Jieyu Zhang, Qi Zhu, Wei Huang, Kenji Kawaguchi, Xiaokui Xiao:
Single-Pass Contrastive Learning Can Work for Both Homophilic and Heterophilic Graph. Trans. Mach. Learn. Res. 2023 (2023) - [j73]Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick, Juncheng Liu:
PANE: scalable and effective attributed network embedding. VLDB J. 32(6): 1237-1262 (2023) - [c114]Xiaochen Zhu, Vincent Y. F. Tan, Xiaokui Xiao:
Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation. CCS 2023: 2651-2664 - [c113]Siqiang Luo, Zichen Zhu, Xiaokui Xiao, Yin Yang, Chunbo Li, Ben Kao:
Multi-Task Processing in Vertex-Centric Graph Systems: Evaluations and Insights. EDBT 2023: 247-259 - [c112]Beng Chin Ooi, Gang Chen, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Bingxue Zhang, Meihui Zhang:
The Metaverse Data Deluge: What Can We Do About It? ICDE 2023: 3675-3687 - [c111]Tianyuan Jin, Xianglin Yang, Xiaokui Xiao, Pan Xu:
Thompson Sampling with Less Exploration is Fast and Optimal. ICML 2023: 15239-15261 - [c110]Ergute Bao, Dawei Gao, Xiaokui Xiao, Yaliang Li:
Communication Efficient and Differentially Private Logistic Regression under the Distributed Setting. KDD 2023: 69-79 - [c109]Hewen Wang, Renchi Yang, Keke Huang, Xiaokui Xiao:
Efficient and Effective Edge-wise Graph Representation Learning. KDD 2023: 2326-2336 - [c108]Shiqi Zhang, Yiqian Huang, Jiachen Sun, Wenqing Lin, Xiaokui Xiao, Bo Tang:
Capacity Constrained Influence Maximization in Social Networks. KDD 2023: 3376-3385 - [c107]Shiqi Zhang, Renchi Yang, Jing Tang, Xiaokui Xiao, Bo Tang:
Efficient Approximation Algorithms for Spanning Centrality. KDD 2023: 3386-3395 - [c106]Keke Huang, Jing Tang, Juncheng Liu, Renchi Yang, Xiaokui Xiao:
Node-wise Diffusion for Scalable Graph Learning. WWW 2023: 1723-1733 - [i66]Kuntai Cai, Xiaokui Xiao, Graham Cormode:
PrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy. CoRR abs/2304.04545 (2023) - [i65]Keke Huang, Jing Tang, Juncheng Liu, Renchi Yang, Xiaokui Xiao:
Node-wise Diffusion for Scalable Graph Learning. CoRR abs/2305.14000 (2023) - [i64]Shiqi Zhang, Renchi Yang, Jing Tang, Xiaokui Xiao, Bo Tang:
Efficient Approximation Algorithms for Spanning Centrality. CoRR abs/2305.16086 (2023) - [i63]Shiqi Zhang, Yiqian Huang, Jiachen Sun, Wenqing Lin, Xiaokui Xiao, Bo Tang:
Capacity Constrained Influence Maximization in Social Networks. CoRR abs/2306.01782 (2023) - [i62]Xiaochen Zhu, Vincent Y. F. Tan, Xiaokui Xiao:
Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation. CoRR abs/2309.03190 (2023) - [i61]Xiaochen Zhu, Xinjian Luo, Yuncheng Wu, Yangfan Jiang, Xiaokui Xiao, Beng Chin Ooi:
Passive Inference Attacks on Split Learning via Adversarial Regularization. CoRR abs/2310.10483 (2023) - [i60]Tianyuan Jin, Yu Yang, Jing Tang, Xiaokui Xiao, Pan Xu:
Optimal Batched Best Arm Identification. CoRR abs/2310.14129 (2023) - [i59]Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao:
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. CoRR abs/2311.15310 (2023) - 2022
- [j72]Tao Wu, Nan Yang, Long Chen, Xiaokui Xiao, Xingping Xian, Jun Liu, Shaojie Qiao, Canyixing Cui:
ERGCN: Data enhancement-based robust graph convolutional network against adversarial attacks. Inf. Sci. 617: 234-253 (2022) - [j71]Héber Hwang Arcolezi, Jean-François Couchot, Denis Renaud, Bechara al Bouna, Xiaokui Xiao:
Differentially private multivariate time series forecasting of aggregated human mobility with deep learning: Input or gradient perturbation? Neural Comput. Appl. 34(16): 13355-13369 (2022) - [j70]Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Hong Meng Tan, Khin Mi Mi Aung:
Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy. Proc. VLDB Endow. 15(11): 2348-2360 (2022) - [j69]Shuang Yang, Yahui Sun, Jiesong Liu, Xiaokui Xiao, Rong-Hua Li, Zhewei Wei:
Approximating Probabilistic Group Steiner Trees in Graphs. Proc. VLDB Endow. 16(2): 343-355 (2022) - [j68]Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick, Juncheng Liu:
No PANE, No Gain: Scaling Attributed Network Embedding in a Single Server. SIGMOD Rec. 51(1): 42-49 (2022) - [j67]Rong-Hua Li, Qiushuo Song, Xiaokui Xiao, Lu Qin, Guoren Wang, Jeffrey Xu Yu, Rui Mao:
I/O-Efficient Algorithms for Degeneracy Computation on Massive Networks. IEEE Trans. Knowl. Data Eng. 34(7): 3335-3348 (2022) - [j66]Qingqing Ye, Haibo Hu, Man Ho Au, Xiaofeng Meng, Xiaokui Xiao:
LF-GDPR: A Framework for Estimating Graph Metrics With Local Differential Privacy. IEEE Trans. Knowl. Data Eng. 34(10): 4905-4920 (2022) - [c105]Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi:
A Fusion-Denoising Attack on InstaHide with Data Augmentation. AAAI 2022: 1899-1907 - [c104]Xinjian Luo, Yangfan Jiang, Xiaokui Xiao:
Feature Inference Attack on Shapley Values. CCS 2022: 2233-2247 - [c103]Jianxin Wei, Ergute Bao, Xiaokui Xiao, Yin Yang:
DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling. CCS 2022: 2885-2899 - [c102]Shiqi Zhang, Jiachen Sun, Wenqing Lin, Xiaokui Xiao, Bo Tang:
Measuring Friendship Closeness: A Perspective of Social Identity Theory. CIKM 2022: 3664-3673 - [c101]Zichen Zhu, Siqiang Luo, Xiaokui Xiao, Yin Yang, Dingheng Mo, Yufei Han:
VC-Tune: Tuning and Exploring Distributed Vertex-Centric Graph Systems. ICDE 2022: 3142-3145 - [c100]Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen:
Dangling-Aware Entity Alignment with Mixed High-Order Proximities. NAACL-HLT (Findings) 2022: 1172-1184 - [c99]Tianyuan Jin, Pan Xu, Xiaokui Xiao, Anima Anandkumar:
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits. NeurIPS 2022 - [c98]Juncheng Liu, Bryan Hooi, Kenji Kawaguchi, Xiaokui Xiao:
MGNNI: Multiscale Graph Neural Networks with Implicit Layers. NeurIPS 2022 - [c97]Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao:
LSCALE: Latent Space Clustering-Based Active Learning for Node Classification. ECML/PKDD (1) 2022: 55-70 - [c96]Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao:
Scalable and Effective Bipartite Network Embedding. SIGMOD Conference 2022: 1977-1991 - [i58]Juncheng Liu, Kenji Kawaguchi, Bryan Hooi, Yiwei Wang, Xiaokui Xiao:
EIGNN: Efficient Infinite-Depth Graph Neural Networks. CoRR abs/2202.10720 (2022) - [i57]Héber Hwang Arcolezi, Jean-François Couchot, Denis Renaud, Bechara al Bouna, Xiaokui Xiao:
Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? CoRR abs/2205.00436 (2022) - [i56]Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen:
Dangling-Aware Entity Alignment with Mixed High-Order Proximities. CoRR abs/2205.02406 (2022) - [i55]Tianyuan Jin, Pan Xu, Xiaokui Xiao, Anima Anandkumar:
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits. CoRR abs/2206.03520 (2022) - [i54]Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung, Gang Chen, Mike Zheng Shou, Xiaokui Xiao, Meihui Zhang:
Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective. CoRR abs/2206.10326 (2022) - [i53]Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao:
GlassDB: Practical Verifiable Ledger Database Through Transparency. CoRR abs/2207.00944 (2022) - [i52]Shiqi Zhang, Jiachen Sun, Wenqing Lin, Xiaokui Xiao, Bo Tang:
Measuring Friendship Closeness: A Perspective of Social Identity Theory. CoRR abs/2208.09176 (2022) - [i51]Juncheng Liu, Bryan Hooi, Kenji Kawaguchi, Xiaokui Xiao:
MGNNI: Multiscale Graph Neural Networks with Implicit Layers. CoRR abs/2210.08353 (2022) - [i50]Jianxin Wei, Ergute Bao, Xiaokui Xiao, Yin Yang:
DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling. CoRR abs/2210.09634 (2022) - [i49]Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Hong Meng Tan, Khin Mi Mi Aung:
Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy. CoRR abs/2212.04371 (2022) - 2021
- [j65]Ergute Bao, Xiaokui Xiao, Jun Zhao, Dongping Zhang, Bolin Ding:
Synthetic Data Generation with Differential Privacy via Bayesian Networks. J. Priv. Confidentiality 11(3) (2021) - [j64]Yahui Sun, Xiaokui Xiao, Bin Cui, Saman K. Halgamuge, Theodoros Lappas, Jun Luo:
Finding Group Steiner Trees in Graphs with both Vertex and Edge Weights. Proc. VLDB Endow. 14(7): 1137-1149 (2021) - [j63]Tianyuan Jin, Yu Yang, Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao:
Unconstrained Submodular Maximization with Modular Costs: Tight Approximation and Application to Profit Maximization. Proc. VLDB Endow. 14(10): 1756-1768 (2021) - [j62]Kuntai Cai, Xiaoyu Lei, Jianxin Wei, Xiaokui Xiao:
Data Synthesis via Differentially Private Markov Random Field. Proc. VLDB Endow. 14(11): 2190-2202 (2021) - [j61]Ergute Bao, Yin Yang, Xiaokui Xiao, Bolin Ding:
CGM: An Enhanced Mechanism for Streaming Data Collectionwith Local Differential Privacy. Proc. VLDB Endow. 14(11): 2258-2270 (2021) - [j60]Zhe Chen, Aixin Sun, Xiaokui Xiao:
Incremental Community Detection on Large Complex Attributed Network. ACM Trans. Knowl. Discov. Data 15(6): 109:1-109:20 (2021) - [j59]Rong-Hua Li, Qiangqiang Dai, Lu Qin, Guoren Wang, Xiaokui Xiao, Jeffrey Xu Yu, Shaojie Qiao:
Signed Clique Search in Signed Networks: Concepts and Algorithms. IEEE Trans. Knowl. Data Eng. 33(2): 710-727 (2021) - [j58]Bo Han, Ivor W. Tsang, Xiaokui Xiao, Ling Chen, Sai-Fu Fung, Celina Ping Yu:
Privacy-Preserving Stochastic Gradual Learning. IEEE Trans. Knowl. Data Eng. 33(8): 3129-3140 (2021) - [c95]Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao:
Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy. CIKM 2021: 47-57 - [c94]Tianyuan Jin, Pan Xu, Xiaokui Xiao, Quanquan Gu:
Double Explore-then-Commit: Asymptotic Optimality and Beyond. COLT 2021: 2584-2633 - [c93]Xuejun Zhao, Wencan Zhang, Xiaokui Xiao, Brian Y. Lim:
Exploiting Explanations for Model Inversion Attacks. ICCV 2021: 662-672 - [c92]Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Feature Inference Attack on Model Predictions in Vertical Federated Learning. ICDE 2021: 181-192 - [c91]Tianyuan Jin, Keke Huang, Jing Tang, Xiaokui Xiao:
Optimal Streaming Algorithms for Multi-Armed Bandits. ICML 2021: 5045-5054 - [c90]Tianyuan Jin, Jing Tang, Pan Xu, Keke Huang, Xiaokui Xiao, Quanquan Gu:
Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits. ICML 2021: 5065-5073 - [c89]Tianyuan Jin, Pan Xu, Jieming Shi, Xiaokui Xiao, Quanquan Gu:
MOTS: Minimax Optimal Thompson Sampling. ICML 2021: 5074-5083 - [c88]Juncheng Liu, Kenji Kawaguchi, Bryan Hooi, Yiwei Wang, Xiaokui Xiao:
EIGNN: Efficient Infinite-Depth Graph Neural Networks. NeurIPS 2021: 18762-18773 - [c87]Renchi Yang, Xiaokui Xiao:
Fast Approximate All Pairwise CoSimRanks via Random Projection. WISE (1) 2021: 438-452 - [c86]Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao:
Effective and Scalable Clustering on Massive Attributed Graphs. WWW 2021: 3675-3687 - [i48]Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao:
Effective and Scalable Clustering on Massive Attributed Graphs. CoRR abs/2102.03826 (2021) - [i47]Xuejun Zhao, Wencan Zhang, Xiaokui Xiao, Brian Y. Lim:
Exploiting Explanations for Model Inversion Attacks. CoRR abs/2104.12669 (2021) - [i46]Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi:
A Fusion-Denoising Attack on InstaHide with Data Augmentation. CoRR abs/2105.07754 (2021) - [i45]Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao:
Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy. CoRR abs/2109.07269 (2021) - [i44]Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao:
Improving the Utility of Locally Differentially Private Protocols for Longitudinal and Multidimensional Frequency Estimates. CoRR abs/2111.04636 (2021) - [i43]Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang:
PPRviz: Effective and Efficient Graph Visualization based on Personalized PageRank. CoRR abs/2112.14944 (2021) - 2020
- [j57]Héber Hwang Arcolezi, Jean-François Couchot, Selene Cerna, Christophe Guyeux, Guillaume Royer, Bechara al Bouna, Xiaokui Xiao:
Forecasting the number of firefighter interventions per region with local-differential-privacy-based data. Comput. Secur. 96: 101888 (2020) - [j56]Yahui Sun, Jun Luo, Theodoros Lappas, Xiaokui Xiao, Bin Cui:
Hunting multiple bumps in graphs. Proc. VLDB Endow. 13(5): 656-669 (2020) - [j55]Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick:
Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank. Proc. VLDB Endow. 13(5): 670-683 (2020) - [j54]Jieming Shi, Tianyuan Jin, Renchi Yang, Xiaokui Xiao, Yin Yang:
Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs. Proc. VLDB Endow. 13(7): 966-978 (2020) - [j53]Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi:
Privacy Preserving Vertical Federated Learning for Tree-based Models. Proc. VLDB Endow. 13(11): 2090-2103 (2020) - [j52]Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Juncheng Liu, Sourav S. Bhowmick:
Scaling Attributed Network Embedding to Massive Graphs. Proc. VLDB Endow. 14(1): 37-49 (2020) - [j51]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine. IEEE Trans. Big Data 6(4): 816-829 (2020) - [j50]Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang:
The Disruptions of 5G on Data-Driven Technologies and Applications. IEEE Trans. Knowl. Data Eng. 32(6): 1179-1198 (2020) - [j49]Siqiang Luo, Reynold Cheng, Ben Kao, Xiaokui Xiao, Shuigeng Zhou, Jiafeng Hu:
ROAM: A Fundamental Routing Query on Road Networks with Efficiency. IEEE Trans. Knowl. Data Eng. 32(8): 1595-1609 (2020) - [j48]Siqiang Luo, Xiaokui Xiao, Wenqing Lin, Ben Kao:
BATON: Batch One-Hop Personalized PageRanks with Efficiency and Accuracy. IEEE Trans. Knowl. Data Eng. 32(10): 1897-1908 (2020) - [j47]Kai Han, Yuntian He, Keke Huang, Xiaokui Xiao, Shaojie Tang, Jingxin Xu, Liusheng Huang:
Best Bang for the Buck: Cost-Effective Seed Selection for Online Social Networks. IEEE Trans. Knowl. Data Eng. 32(12): 2297-2309 (2020) - [j46]Chaohui Wang, Miao Xie, Sourav S. Bhowmick, Byron Choi, Xiaokui Xiao, Shuigeng Zhou:
FERRARI: an efficient framework for visual exploratory subgraph search in graph databases. VLDB J. 29(5): 973-998 (2020) - [j45]Keke Huang, Jing Tang, Kai Han, Xiaokui Xiao, Wei Chen, Aixin Sun, Xueyan Tang, Andrew Lim:
Efficient approximation algorithms for adaptive influence maximization. VLDB J. 29(6): 1385-1406 (2020) - [j44]Rong-Hua Li, Lu Qin, Fanghua Ye, Guoren Wang, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, Zibin Zheng:
Finding skyline communities in multi-valued networks. VLDB J. 29(6): 1407-1432 (2020) - [c85]Keke Huang, Jing Tang, Xiaokui Xiao, Aixin Sun, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Target Profit Maximization. ICDE 2020: 649-660 - [c84]Qingqing Ye, Haibo Hu, Man Ho Au, Xiaofeng Meng, Xiaokui Xiao:
Towards Locally Differentially Private Generic Graph Metric Estimation. ICDE 2020: 1922-1925 - [c83]Héber Hwang Arcolezi, Jean-François Couchot, Oumaya Baala, Jean-Michel Contet, Bechara al Bouna, Xiaokui Xiao:
Mobility modeling through mobile data: generating an optimized and open dataset respecting privacy. IWCMC 2020: 1689-1694 - [c82]Héber Hwang Arcolezi, Jean-François Couchot, Bechara al Bouna, Xiaokui Xiao:
Longitudinal Collection and Analysis of Mobile Phone Data with Local Differential Privacy. Privacy and Identity Management 2020: 40-57 - [c81]Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao:
Analysis of Indexing Structures for Immutable Data. SIGMOD Conference 2020: 925-935 - [c80]Wentian Guo, Yuchen Li, Mo Sha, Bingsheng He, Xiaokui Xiao, Kian-Lee Tan:
GPU-Accelerated Subgraph Enumeration on Partitioned Graphs. SIGMOD Conference 2020: 1067-1082 - [c79]Sean Tan, Sourav S. Bhowmick, Huey-Eng Chua, Xiaokui Xiao:
LATTE: Visual Construction of Smart Contracts. SIGMOD Conference 2020: 2713-2716 - [i42]Jieming Shi, Tianyuan Jin, Renchi Yang, Xiaokui Xiao, Yin Yang:
Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs. CoRR abs/2002.08082 (2020) - [i41]Tianyuan Jin, Pan Xu, Xiaokui Xiao, Quanquan Gu:
Double Explore-then-Commit: Asymptotic Optimality and Beyond. CoRR abs/2002.09174 (2020) - [i40]Tianyuan Jin, Pan Xu, Jieming Shi, Xiaokui Xiao, Quanquan Gu:
MOTS: Minimax Optimal Thompson Sampling. CoRR abs/2003.01803 (2020) - [i39]Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao:
Analysis of Indexing Structures for Immutable Data. CoRR abs/2003.02090 (2020) - [i38]Keke Huang, Jing Tang, Kai Han, Xiaokui Xiao, Wei Chen, Aixin Sun, Xueyan Tang, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Influence Maximization. CoRR abs/2004.06469 (2020) - [i37]Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi:
Privacy Preserving Vertical Federated Learning for Tree-based Models. CoRR abs/2008.06170 (2020) - [i36]Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Juncheng Liu, Sourav S. Bhowmick:
Scaling Attributed Network Embedding to Massive Graphs. CoRR abs/2009.00826 (2020) - [i35]Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Feature Inference Attack on Model Predictions in Vertical Federated Learning. CoRR abs/2010.10152 (2020) - [i34]Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao:
Active Learning for Node Classification: The Additional Learning Ability from Unlabelled Nodes. CoRR abs/2012.07065 (2020)
2010 – 2019
- 2019
- [j43]Bo Han, Quanming Yao, Yuangang Pan, Ivor W. Tsang, Xiaokui Xiao, Qiang Yang, Masashi Sugiyama:
Millionaire: a hint-guided approach for crowdsourcing. Mach. Learn. 108(5): 831-858 (2019) - [j42]Kai Han, Fei Gui, Xiaokui Xiao, Jing Tang, Yuntian He, Zongmai Cao, He Huang:
Efficient and Effective Algorithms for Clustering Uncertain Graphs. Proc. VLDB Endow. 12(6): 667-680 (2019) - [j41]Jieming Shi, Renchi Yang, Tianyuan Jin, Xiaokui Xiao, Yin Yang:
Realtime Top-k Personalized PageRank over Large Graphs on GPUs. Proc. VLDB Endow. 13(1): 15-28 (2019) - [j40]Kai Han, Yuntian He, Xiaokui Xiao, Shaojie Tang, Fei Gui, Chaoting Xu, Jun Luo:
Organizing an Influential Social Event Under a Budget Constraint. IEEE Trans. Knowl. Data Eng. 31(12): 2379-2392 (2019) - [j39]Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, Nan Tang:
Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries. ACM Trans. Database Syst. 44(4): 18:1-18:37 (2019) - [c78]Haipei Sun, Xiaokui Xiao, Issa Khalil, Yin Yang, Zhan Qin, Wendy Hui Wang, Ting Yu:
Analyzing Subgraph Statistics from Extended Local Views with Decentralized Differential Privacy. CCS 2019: 703-717 - [c77]Xi Lin, Yequan Wang, Xiaokui Xiao, Zengxiang Li, Sourav S. Bhowmick:
Path Travel Time Estimation using Attribute-related Hybrid Trajectories Network. CIKM 2019: 1973-1982 - [c76]Ning Wang, Xiaokui Xiao, Yin Yang, Jun Zhao, Siu Cheung Hui, Hyejin Shin, Junbum Shin, Ge Yu:
Collecting and Analyzing Multidimensional Data with Local Differential Privacy. ICDE 2019: 638-649 - [c75]Siqiang Luo, Xiaokui Xiao, Wenqing Lin, Ben Kao:
Efficient Batch One-Hop Personalized PageRanks. ICDE 2019: 1562-1565 - [c74]Chaohui Wang, Miao Xie, Sourav S. Bhowmick, Byron Choi, Xiaokui Xiao, Shuigeng Zhou:
An Indexing Framework for Efficient Visual Exploratory Subgraph Search in Graph Databases. ICDE 2019: 1666-1669 - [c73]Chen Zhe, Aixin Sun, Xiaokui Xiao:
Community Detection on Large Complex Attribute Network. KDD 2019: 2041-2049 - [c72]Tianyuan Jin, Jieming Shi, Xiaokui Xiao, Enhong Chen:
Efficient Pure Exploration in Adaptive Round model. NeurIPS 2019: 6605-6614 - [c71]Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Yu Liu, Xiaoyong Du, Ji-Rong Wen:
PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs. SIGMOD Conference 2019: 1042-1059 - [c70]Jing Tang, Keke Huang, Xiaokui Xiao, Laks V. S. Lakshmanan, Xueyan Tang, Aixin Sun, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Seed Minimization. SIGMOD Conference 2019: 1096-1113 - [c69]Renchi Yang, Xiaokui Xiao, Zhewei Wei, Sourav S. Bhowmick, Jun Zhao, Rong-Hua Li:
Efficient Estimation of Heat Kernel PageRank for Local Clustering. SIGMOD Conference 2019: 1339-1356 - [e3]Francesca Spezzano, Wei Chen, Xiaokui Xiao:
ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August, 2019. ACM 2019, ISBN 978-1-4503-6868-1 [contents] - [i33]Renchi Yang, Xiaokui Xiao, Zhewei Wei, Sourav S. Bhowmick, Jun Zhao, Rong-Hua Li:
Efficient Estimation of Heat Kernel PageRank for Local Clustering. CoRR abs/1904.02707 (2019) - [i32]Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Yu Liu, Xiaoyong Du, Ji-Rong Wen:
PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs. CoRR abs/1905.02354 (2019) - [i31]Renchi Yang, Jieming Shi, Xiaokui Xiao, Sourav S. Bhowmick, Yin Yang:
Homogeneous Network Embedding for Massive Graphs via Personalized PageRank. CoRR abs/1906.06826 (2019) - [i30]Ning Wang, Xiaokui Xiao, Yin Yang, Jun Zhao, Siu Cheung Hui, Hyejin Shin, Junbum Shin, Ge Yu:
Collecting and Analyzing Multidimensional Data with Local Differential Privacy. CoRR abs/1907.00782 (2019) - [i29]Jing Tang, Keke Huang, Xiaokui Xiao, Laks V. S. Lakshmanan, Xueyan Tang, Aixin Sun, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Seed Minimization. CoRR abs/1907.09668 (2019) - [i28]Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, Nan Tang:
Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries. CoRR abs/1908.10583 (2019) - [i27]Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang:
The Disruptions of 5G on Data-driven Technologies and Applications. CoRR abs/1909.08096 (2019) - [i26]Keke Huang, Jing Tang, Xiaokui Xiao, Aixin Sun, Andrew Lim:
Efficient Approximation Algorithms for Adaptive Target Profit Maximization. CoRR abs/1910.13073 (2019) - 2018
- [j38]Kai Han, Keke Huang, Xiaokui Xiao, Jing Tang, Aixin Sun, Xueyan Tang:
Efficient Algorithms for Adaptive Influence Maximization. Proc. VLDB Endow. 11(9): 1029-1040 (2018) - [j37]Lu Chen, Yunjun Gao, Zixian Liu, Xiaokui Xiao, Christian S. Jensen, Yifan Zhu:
PTRider: A Price-and-Time-Aware Ridesharing System. Proc. VLDB Endow. 11(12): 1938-1941 (2018) - [j36]Sourav S. Bhowmick, Xiaokui Xiao:
DANTE: Data and Information Management Research at Nanyang Technological University. SIGMOD Rec. 47(2): 67-72 (2018) - [j35]Hyejin Shin, Sungwook Kim, Junbum Shin, Xiaokui Xiao:
Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy. IEEE Trans. Knowl. Data Eng. 30(9): 1770-1782 (2018) - [j34]Chundong Wang, Qingsong Wei, Lingkun Wu, Sibo Wang, Cheng Chen, Xiaokui Xiao, Jun Yang, Mingdi Xue, Yechao Yang:
Persisting RB-Tree into NVM in a Consistency Perspective. ACM Trans. Storage 14(1): 6:1-6:27 (2018) - [j33]Chunbin Lin, Jiaheng Lu, Zhewei Wei, Jianguo Wang, Xiaokui Xiao:
Optimal algorithms for selecting top-k combinations of attributes: theory and applications. VLDB J. 27(1): 27-52 (2018) - [c68]Haiqi Sun, Reynold Cheng, Xiaokui Xiao, Jing Yan, Yudian Zheng, Yuqiu Qian:
Maximizing Social Influence for the Awareness Threshold Model. DASFAA (1) 2018: 491-510 - [c67]Rong-Hua Li, Qiangqiang Dai, Lu Qin, Guoren Wang, Xiaokui Xiao, Jeffrey Xu Yu, Shaojie Qiao:
Efficient Signed Clique Search in Signed Networks. ICDE 2018: 245-256 - [c66]Ning Wang, Xiaokui Xiao, Yin Yang, Ta Duy Hoang, Hyejin Shin, Junbum Shin, Ge Yu:
PrivTrie: Effective Frequent Term Discovery under Local Differential Privacy. ICDE 2018: 821-832 - [c65]Kai Han, Yuntian He, Xiaokui Xiao, Shaojie Tang, Fei Gui, Chaoting Xu, Jun Luo:
Budget-Constrained Organization of Influential Social Events. ICDE 2018: 917-928 - [c64]Lu Chen, Qilu Zhong, Xiaokui Xiao, Yunjun Gao, Pengfei Jin, Christian S. Jensen:
Price-and-Time-Aware Dynamic Ridesharing. ICDE 2018: 1061-1072 - [c63]Xi Lin, Xiaokui Xiao, Zengxiang Li:
A Scalable Approach to Inferring Travel Time in Singapore's Metro Network using Smart Card Data. ISC2 2018: 1-8 - [c62]Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Shuo Shang, Ji-Rong Wen:
TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs. SIGMOD Conference 2018: 441-456 - [c61]Rong-Hua Li, Lu Qin, Fanghua Ye, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, Zibin Zheng:
Skyline Community Search in Multi-valued Networks. SIGMOD Conference 2018: 457-472 - [c60]Jing Tang, Xueyan Tang, Xiaokui Xiao, Junsong Yuan:
Online Processing Algorithms for Influence Maximization. SIGMOD Conference 2018: 991-1005 - [c59]Çigdem Aslay, Laks V. S. Lakshmanan, Wei Lu, Xiaokui Xiao:
Influence Maximization in Online Social Networks. WSDM 2018: 775-776 - [i25]Bo Han, Quanming Yao, Yuangang Pan, Ivor W. Tsang, Xiaokui Xiao, Qiang Yang, Masashi Sugiyama:
Millionaire: A Hint-guided Approach for Crowdsourcing. CoRR abs/1802.09172 (2018) - [i24]Bo Han, Ivor W. Tsang, Xiaokui Xiao, Ling Chen, Sai-Fu Fung, Celina Ping Yu:
Privacy-preserving Stochastic Gradual Learning. CoRR abs/1810.00383 (2018) - [i23]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine. CoRR abs/1810.04334 (2018) - 2017
- [j32]Zhiqiang Xu, James Cheng, Xiaokui Xiao, Ryohei Fujimaki, Yusuke Muraoka:
Efficient nonparametric and asymptotic Bayesian model selection methods for attributed graph clustering. Knowl. Inf. Syst. 53(1): 239-268 (2017) - [j31]Keke Huang, Sibo Wang, Glenn S. Bevilacqua, Xiaokui Xiao, Laks V. S. Lakshmanan:
Revisiting the Stop-and-Stare Algorithms for Influence Maximization. Proc. VLDB Endow. 10(9): 913-924 (2017) - [j30]Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao, Kai Zheng, Jiaheng Lu:
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs. Proc. VLDB Endow. 11(1): 14-26 (2017) - [j29]Wenqing Lin, Xiaokui Xiao, Xing Xie, Xiaoli Li:
Network Motif Discovery: A GPU Approach. IEEE Trans. Knowl. Data Eng. 29(3): 513-528 (2017) - [j28]Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Xiaokui Xiao:
PrivBayes: Private Data Release via Bayesian Networks. ACM Trans. Database Syst. 42(4): 25:1-25:41 (2017) - [c58]Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao:
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms. AAAI 2017: 3316-3322 - [c57]Zhan Qin, Ting Yu, Yin Yang, Issa Khalil, Xiaokui Xiao, Kui Ren:
Generating Synthetic Decentralized Social Graphs with Local Differential Privacy. CCS 2017: 425-438 - [c56]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphH: High Performance Big Graph Analytics in Small Clusters. CLUSTER 2017: 256-266 - [c55]Ning Wang, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Yu Gu, Ge Yu:
PrivSuper: A Superset-First Approach to Frequent Itemset Mining under Differential Privacy. ICDE 2017: 809-820 - [c54]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine. ICPADS 2017: 276-283 - [c53]Sibo Wang, Renchi Yang, Xiaokui Xiao, Zhewei Wei, Yin Yang:
FORA: Simple and Effective Approximate Single-Source Personalized PageRank. KDD 2017: 505-514 - [e2]Zi Huang, Xiaokui Xiao, Xin Cao:
Databases Theory and Applications - 28th Australasian Database Conference, ADC 2017, Brisbane, QLD, Australia, September 25-28, 2017, Proceedings. Lecture Notes in Computer Science 10538, Springer 2017, ISBN 978-3-319-68154-2 [contents] - [r2]Xiaokui Xiao:
Optimal Location Queries on Road Networks. Encyclopedia of GIS 2017: 1498-1505 - [i22]Wei Lu, Xiaokui Xiao, Amit Goyal, Keke Huang, Laks V. S. Lakshmanan:
Refutations on "Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study". CoRR abs/1705.05144 (2017) - [i21]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphH: High Performance Big Graph Analytics in Small Clusters. CoRR abs/1705.05595 (2017) - [i20]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine. CoRR abs/1707.02557 (2017) - [i19]Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao, Kai Zheng, Jiaheng Lu:
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs. CoRR abs/1709.06955 (2017) - [i18]Kai Han, Yuntian He, Xiaokui Xiao, Shaojie Tang, Jingxin Xu, Liusheng Huang:
Cost-Effective Seed Selection in Online Social Networks. CoRR abs/1711.10665 (2017) - 2016
- [j27]Sibo Wang, Xiaokui Xiao, Yin Yang, Wenqing Lin:
Effective Indexing for Approximate Constrained Shortest Path Queries on Large Road Networks. Proc. VLDB Endow. 10(2): 61-72 (2016) - [j26]Sibo Wang, Youze Tang, Xiaokui Xiao, Yin Yang, Zengxiang Li:
HubPPR: Effective Indexing for Approximate Personalized PageRank. Proc. VLDB Endow. 10(3): 205-216 (2016) - [c52]Zhan Qin, Yin Yang, Ting Yu, Issa Khalil, Xiaokui Xiao, Kui Ren:
Heavy Hitter Estimation over Set-Valued Data with Local Differential Privacy. CCS 2016: 192-203 - [c51]Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao:
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. EMNLP 2016: 616-626 - [c50]Dong Xie, Guanru Li, Bin Yao, Xuan Wei, Xiaokui Xiao, Yunjun Gao, Minyi Guo:
Practical private shortest path computation based on Oblivious Storage. ICDE 2016: 361-372 - [c49]Bolong Zheng, Kai Zheng, Xiaokui Xiao, Han Su, Hongzhi Yin, Xiaofang Zhou, GuoHui Li:
Keyword-aware continuous kNN query on road networks. ICDE 2016: 871-882 - [c48]Jun Zhang, Xiaokui Xiao, Xing Xie:
PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions. SIGMOD Conference 2016: 155-170 - [c47]Boyu Tian, Xiaokui Xiao:
SLING: A Near-Optimal Index Structure for SimRank. SIGMOD Conference 2016: 1859-1874 - [c46]Ning Chen, Steven C. H. Hoi, Shaohua Li, Xiaokui Xiao:
Mobile App Tagging. WSDM 2016: 63-72 - [i17]Jun Zhang, Xiaokui Xiao, Xing Xie:
PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions. CoRR abs/1601.03229 (2016) - [i16]Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao:
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. CoRR abs/1603.06679 (2016) - [i15]Boyu Tian, Xiaokui Xiao:
SLING: A Near-Optimal Index Structure for SimRank. CoRR abs/1604.04185 (2016) - [i14]Thông T. Nguyên, Xiaokui Xiao, Yin Yang, Siu Cheung Hui, Hyejin Shin, Junbum Shin:
Collecting and Analyzing Data from Smart Device Users with Local Differential Privacy. CoRR abs/1606.05053 (2016) - 2015
- [j25]Ruichu Cai, Zhifeng Hao, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Shuigeng Zhou:
Deterministic identification of specific individuals from GWAS results. Bioinform. 31(11): 1701-1707 (2015) - [j24]Yu Liu, Jiaheng Lu, Hua Yang, Xiaokui Xiao, Zhewei Wei:
Towards Maximum Independent Sets on Massive Graphs. Proc. VLDB Endow. 8(13): 2122-2133 (2015) - [j23]Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao:
Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy. ACM Trans. Database Syst. 40(2): 11:1-11:47 (2015) - [j22]Jiaheng Lu, Chunbin Lin, Wei Wang, Chen Li, Xiaokui Xiao:
Boosting the Quality of Approximate String Matching by Synonyms. ACM Trans. Database Syst. 40(3): 15:1-15:42 (2015) - [c45]Wenqing Lin, Xiaokui Xiao, Xing Xie, Xiaoli Li:
Network motif discovery: A GPU approach. ICDE 2015: 831-842 - [c44]Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Xiaokui Xiao:
Private Release of Graph Statistics using Ladder Functions. SIGMOD Conference 2015: 731-745 - [c43]Sibo Wang, Wenqing Lin, Yi Yang, Xiaokui Xiao, Shuigeng Zhou:
Efficient Route Planning on Public Transportation Networks: A Labelling Approach. SIGMOD Conference 2015: 967-982 - [c42]Sibo Wang, Xiaokui Xiao, Chun-Hee Lee:
Crowd-Based Deduplication: An Adaptive Approach. SIGMOD Conference 2015: 1263-1277 - [c41]Youze Tang, Yanchen Shi, Xiaokui Xiao:
Influence Maximization in Near-Linear Time: A Martingale Approach. SIGMOD Conference 2015: 1539-1554 - [c40]Ning Chen, Steven C. H. Hoi, Shaohua Li, Xiaokui Xiao:
SimApp: A Framework for Detecting Similar Mobile Applications by Online Kernel Learning. WSDM 2015: 305-314 - [e1]Xiaokui Xiao, Zhenjie Zhang:
Web-Age Information Management - WAIM 2015 International Workshops: HENA, HRSUNE, Qingdao, China, June 8-10, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9391, Springer 2015, ISBN 978-3-319-23530-1 [contents] - [i13]Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao:
Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy. CoRR abs/1502.07526 (2015) - 2014
- [j21]Ning Chen, Steven C. H. Hoi, Xiaokui Xiao:
Software process evaluation: a machine learning framework with application to defect management process. Empir. Softw. Eng. 19(6): 1531-1564 (2014) - [j20]Georgios Kellaris, Stavros Papadopoulos, Xiaokui Xiao, Dimitris Papadias:
Differentially Private Event Sequences over Infinite Streams. Proc. VLDB Endow. 7(12): 1155-1166 (2014) - [j19]Bin Yao, Xiaokui Xiao, Feifei Li, Yifan Wu:
Dynamic monitoring of optimal locations in road network databases. VLDB J. 23(5): 697-720 (2014) - [c39]Xiaokui Xiao:
Differentially Private Data Release: Improving Utility with Wavelets and Bayesian Networks. APWeb 2014: 25-35 - [c38]Wenqing Lin, Xiaokui Xiao, Gabriel Ghinita:
Large-scale frequent subgraph mining in MapReduce. ICDE 2014: 844-855 - [c37]Ning Chen, Jialiu Lin, Steven C. H. Hoi, Xiaokui Xiao, Boshen Zhang:
AR-miner: mining informative reviews for developers from mobile app marketplace. ICSE 2014: 767-778 - [c36]Youze Tang, Xiaokui Xiao, Yanchen Shi:
Influence maximization: near-optimal time complexity meets practical efficiency. SIGMOD Conference 2014: 75-86 - [c35]Andy Diwen Zhu, Wenqing Lin, Sibo Wang, Xiaokui Xiao:
Reachability queries on large dynamic graphs: a total order approach. SIGMOD Conference 2014: 1323-1334 - [c34]Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Xiaokui Xiao:
PrivBayes: private data release via bayesian networks. SIGMOD Conference 2014: 1423-1434 - [i12]Youze Tang, Xiaokui Xiao, Yanchen Shi:
Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency. CoRR abs/1404.0900 (2014) - 2013
- [j18]Jia Xu, Zhenjie Zhang, Xiaokui Xiao, Yin Yang, Ge Yu, Marianne Winslett:
Differentially private histogram publication. VLDB J. 22(6): 797-822 (2013) - [c33]Lingkun Wu, Wenqing Lin, Xiaokui Xiao, Yabo Xu:
LSII: An indexing structure for exact real-time search on microblogs. ICDE 2013: 482-493 - [c32]Bin Yao, Feifei Li, Xiaokui Xiao:
Secure nearest neighbor revisited. ICDE 2013: 733-744 - [c31]Xin Cao, Lisi Chen, Gao Cong, Jihong Guan, Nhan-Tue Phan, Xiaokui Xiao:
KORS: Keyword-aware Optimal Route Search System. ICDE 2013: 1340-1343 - [c30]Andy Diwen Zhu, Xiaokui Xiao, Sibo Wang, Wenqing Lin:
Efficient single-source shortest path and distance queries on large graphs. KDD 2013: 998-1006 - [c29]Yufei Tao, Wenqing Lin, Xiaokui Xiao:
Minimal MapReduce algorithms. SIGMOD Conference 2013: 529-540 - [c28]Jun Zhang, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Marianne Winslett:
PrivGene: differentially private model fitting using genetic algorithms. SIGMOD Conference 2013: 665-676 - [c27]Andy Diwen Zhu, Hui Ma, Xiaokui Xiao, Siqiang Luo, Youze Tang, Shuigeng Zhou:
Shortest path and distance queries on road networks: towards bridging theory and practice. SIGMOD Conference 2013: 857-868 - [i11]Andy Diwen Zhu, Hui Ma, Xiaokui Xiao, Siqiang Luo, Youze Tang, Shuigeng Zhou:
Shortest Path and Distance Queries on Road Networks: Towards Bridging Theory and Practice. CoRR abs/1304.2576 (2013) - [i10]Andy Diwen Zhu, Xiaokui Xiao, Sibo Wang, Wenqing Lin:
Efficient Single-Source Shortest Path and Distance Queries on Large Graphs. CoRR abs/1306.1153 (2013) - 2012
- [j17]Lingkun Wu, Xiaokui Xiao, Dingxiong Deng, Gao Cong, Andy Diwen Zhu, Shuigeng Zhou:
Shortest Path and Distance Queries on Road Networks: An Experimental Evaluation. Proc. VLDB Endow. 5(5): 406-417 (2012) - [j16]Xin Cao, Lisi Chen, Gao Cong, Xiaokui Xiao:
Keyword-aware Optimal Route Search. Proc. VLDB Endow. 5(11): 1136-1147 (2012) - [j15]Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao:
Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy. Proc. VLDB Endow. 5(11): 1352-1363 (2012) - [j14]Jun Zhang, Zhenjie Zhang, Xiaokui Xiao, Yin Yang, Marianne Winslett:
Functional Mechanism: Regression Analysis under Differential Privacy. Proc. VLDB Endow. 5(11): 1364-1375 (2012) - [j13]Michaela Götz, Ashwin Machanavajjhala, Guozhang Wang, Xiaokui Xiao, Johannes Gehrke:
Publishing Search Logs - A Comparative Study of Privacy Guarantees. IEEE Trans. Knowl. Data Eng. 24(3): 520-532 (2012) - [c26]Wenqing Lin, Xiaokui Xiao, James Cheng, Sourav S. Bhowmick:
Efficient algorithms for generalized subgraph query processing. CIKM 2012: 325-334 - [c25]Youze Tang, Andy Diwen Zhu, Xiaokui Xiao:
An efficient algorithm for mapping vehicle trajectories onto road networks. SIGSPATIAL/GIS 2012: 601-604 - [c24]Jia Xu, Zhenjie Zhang, Xiaokui Xiao, Yin Yang, Ge Yu:
Differentially Private Histogram Publication. ICDE 2012: 32-43 - [c23]HweeHwa Pang, Xiaokui Xiao, Jialie Shen:
Obfuscating the Topical Intention in Enterprise Text Search. ICDE 2012: 1168-1179 - [c22]Yin Yang, Zhenjie Zhang, Gerome Miklau, Marianne Winslett, Xiaokui Xiao:
Differential privacy in data publication and analysis. SIGMOD Conference 2012: 601-606 - [i9]Lingkun Wu, Xiaokui Xiao, Dingxiong Deng, Gao Cong, Andy Diwen Zhu, Shuigeng Zhou:
Shortest Path and Distance Queries on Road Networks: An Experimental Evaluation. CoRR abs/1201.6564 (2012) - [i8]Xin Cao, Lisi Chen, Gao Cong, Xiaokui Xiao:
Keyword-aware Optimal Route Search. CoRR abs/1208.0077 (2012) - [i7]Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao:
Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy. CoRR abs/1208.0094 (2012) - [i6]Jun Zhang, Zhenjie Zhang, Xiaokui Xiao, Yin Yang, Marianne Winslett:
Functional Mechanism: Regression Analysis under Differential Privacy. CoRR abs/1208.0219 (2012) - [i5]Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao:
Low Rank Mechanism for Optimizing Batch Queries under Differential Privacy. CoRR abs/1212.2309 (2012) - 2011
- [j12]Xiaokui Xiao, Guozhang Wang, Johannes Gehrke:
Differential Privacy via Wavelet Transforms. IEEE Trans. Knowl. Data Eng. 23(8): 1200-1214 (2011) - [c21]Xiaokui Xiao, Bin Yao, Feifei Li:
Optimal location queries in road network databases. ICDE 2011: 804-815 - [c20]Ning Chen, Steven C. H. Hoi, Xiaokui Xiao:
Software process evaluation: A machine learning approach. ASE 2011: 333-342 - [c19]Xiaokui Xiao, Gabriel Bender, Michael Hay, Johannes Gehrke:
iReduct: differential privacy with reduced relative errors. SIGMOD Conference 2011: 229-240 - [c18]Changjiu Jin, Sourav S. Bhowmick, Xiaokui Xiao, Byron Choi, Shuigeng Zhou:
GBLENDER: visual subgraph query formulation meets query processing. SIGMOD Conference 2011: 1327-1330 - [r1]Xiaokui Xiao:
M-Invariance. Encyclopedia of Cryptography and Security (2nd Ed.) 2011: 739-741 - 2010
- [j11]HweeHwa Pang, Xuhua Ding, Xiaokui Xiao:
Embellishing Text Search Queries To Protect User Privacy. Proc. VLDB Endow. 3(1): 598-607 (2010) - [j10]Sze Man Yuen, Yufei Tao, Xiaokui Xiao, Jian Pei, Donghui Zhang:
Superseding Nearest Neighbor Search on Uncertain Spatial Databases. IEEE Trans. Knowl. Data Eng. 22(7): 1041-1055 (2010) - [j9]Xiaokui Xiao, Yufei Tao, Nick Koudas:
Transparent anonymization: Thwarting adversaries who know the algorithm. ACM Trans. Database Syst. 35(2): 8:1-8:48 (2010) - [c17]Xiaokui Xiao, Ke Yi, Yufei Tao:
The hardness and approximation algorithms for l-diversity. EDBT 2010: 135-146 - [c16]Xiaokui Xiao, Guozhang Wang, Johannes Gehrke:
Differential privacy via wavelet transforms. ICDE 2010: 225-236 - [c15]Yufei Tao, Jian Pei, Jiexing Li, Xiaokui Xiao, Ke Yi, Zhengzheng Xing:
Correlation hiding by independence masking. ICDE 2010: 964-967 - [c14]Changjiu Jin, Sourav S. Bhowmick, Xiaokui Xiao, James Cheng, Byron Choi:
GBLENDER: towards blending visual query formulation and query processing in graph databases. SIGMOD Conference 2010: 111-122 - [i4]Xiaokui Xiao, Yufei Tao, Nick Koudas:
Transparent Anonymization: Thwarting Adversaries Who Know the Algorithm. CoRR abs/1003.5080 (2010)
2000 – 2009
- 2009
- [j8]Xiaokui Xiao, Yufei Tao, Minghua Chen:
Optimal Random Perturbation at Multiple Privacy Levels. Proc. VLDB Endow. 2(1): 814-825 (2009) - [j7]Yufei Tao, Hekang Chen, Xiaokui Xiao, Shuigeng Zhou, Donghui Zhang:
ANGEL: Enhancing the Utility of Generalization for Privacy Preserving Publication. IEEE Trans. Knowl. Data Eng. 21(7): 1073-1087 (2009) - [c13]Jian Pei, Yufei Tao, Jiexing Li, Xiaokui Xiao:
Privacy Preserving Publishing on Multiple Quasi-identifiers. ICDE 2009: 1132-1135 - [c12]Xiaokui Xiao, Guozhang Wang, Johannes Gehrke:
Interactive anonymization of sensitive data. SIGMOD Conference 2009: 1051-1054 - [i3]Michaela Götz, Ashwin Machanavajjhala, Guozhang Wang, Xiaokui Xiao, Johannes Gehrke:
Privacy in Search Logs. CoRR abs/0904.0682 (2009) - [i2]Xiaokui Xiao, Guozhang Wang, Johannes Gehrke:
Differential Privacy via Wavelet Transforms. CoRR abs/0909.5530 (2009) - [i1]Xiaokui Xiao, Ke Yi, Yufei Tao:
The Hardness and Approximation Algorithms for L-Diversity. CoRR abs/0912.5426 (2009) - 2008
- [j6]Xiaokui Xiao, Yufei Tao:
Output perturbation with query relaxation. Proc. VLDB Endow. 1(1): 857-869 (2008) - [j5]Yufei Tao, Xiaokui Xiao:
Primal or dual: which promises faster spatiotemporal search? VLDB J. 17(5): 1253-1270 (2008) - [j4]Yufei Tao, Xiaokui Xiao:
Efficient temporal counting with bounded error. VLDB J. 17(5): 1271-1292 (2008) - [c11]Yufei Tao, Xiaokui Xiao, Jiexing Li, Donghui Zhang:
On Anti-Corruption Privacy Preserving Publication. ICDE 2008: 725-734 - [c10]Xiaokui Xiao, Yufei Tao:
Dynamic anonymization: accurate statistical analysis with privacy preservation. SIGMOD Conference 2008: 107-120 - [c9]Jiexing Li, Yufei Tao, Xiaokui Xiao:
Preservation of proximity privacy in publishing numerical sensitive data. SIGMOD Conference 2008: 473-486 - [p1]Yufei Tao, Xiaokui Xiao:
Personalized Privacy Preservation. Privacy-Preserving Data Mining 2008: 461-485 - 2007
- [j3]Yufei Tao, Xiaokui Xiao, Jian Pei:
Efficient Skyline and Top-k Retrieval in Subspaces. IEEE Trans. Knowl. Data Eng. 19(8): 1072-1088 (2007) - [j2]Yufei Tao, Xiaokui Xiao, Reynold Cheng:
Range search on multidimensional uncertain data. ACM Trans. Database Syst. 32(3): 15 (2007) - [j1]Yufei Tao, Dimitris Papadias, Xiang Lian, Xiaokui Xiao:
Multidimensional reverse k NN search. VLDB J. 16(3): 293-316 (2007) - [c8]Xiaokui Xiao, Yufei Tao:
M-invariance: towards privacy preserving re-publication of dynamic datasets. SIGMOD Conference 2007: 689-700 - [c7]Raymond Chi-Wing Wong, Yufei Tao, Ada Wai-Chee Fu, Xiaokui Xiao:
On Efficient Spatial Matching. VLDB 2007: 579-590 - 2006
- [c6]Yufei Tao, Xiaokui Xiao, Jian Pei:
SUBSKY: Efficient Computation of Skylines in Subspaces. ICDE 2006: 65 - [c5]Yufei Tao, Xiaokui Xiao, Shuigeng Zhou:
Mining distance-based outliers from large databases in any metric space. KDD 2006: 394-403 - [c4]Xiaokui Xiao, Yufei Tao:
Personalized privacy preservation. SIGMOD Conference 2006: 229-240 - [c3]Xiaokui Xiao, Yufei Tao:
Anatomy: Simple and Effective Privacy Preservation. VLDB 2006: 139-150 - 2005
- [c2]Yufei Tao, Reynold Cheng, Xiaokui Xiao, Wang Kay Ngai, Ben Kao, Sunil Prabhakar:
Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions. VLDB 2005: 922-933 - 2004
- [c1]Xiaokui Xiao, Shaofa Li:
Detail-Preserving Approach for Impulse Noise Removal from Images. CIT 2004: 28-32
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:17 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
