Jinfei Liu

IEEE Internet Comput., 2024

PGB: Benchmarking Differentially Private Synthetic Graph Generation Algorithms.

[BibT_eX]

[DOI]

CoRR, 2024

MapComp: A Secure View-based Collaborative Analytics Framework for Join-Group-Aggregation.

[BibT_eX]

[DOI]

CoRR, 2024

Federated Graph Analytics with Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2024

CARGO: Crypto-Assisted Differentially Private Triangle Counting Without Trusted Servers.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

When Data Pricing Meets Non-Cooperative Game Theory.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Share: Stackelberg-Nash based Data Markets.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

TabularMark: Watermarking Tabular Datasets for Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

Cross-silo Federated Learning with Record-level Personalized Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Efficient Sampling Approaches to Shapley Value Approximation.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Prompt Valuation Based on Shapley Values.

[BibT_eX]

[DOI]

CoRR, 2023

Shapley Value on Probabilistic Classifiers.

[BibT_eX]

[DOI]

Xiang Li

Haocheng Xia

CoRR, 2023

Quantifying and Defending against Privacy Threats on Federated Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ShapleyFL: Robust Federated Learning Based on Shapley Value.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Dynamic Shapley Value Computation.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Self-Propagation Graph Neural Network for Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

2021

Visually aware recommendation with aesthetic features.

[BibT_eX]

[DOI]

VLDB J., 2021

Skyline Diagram: Efficient Space Partitioning for Skyline Queries.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Group-Based Skyline for Pareto Optimal Groups.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Projected Federated Averaging with Heterogeneous Differential Privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Dealer: An End-to-End Model Marketplace with Differential Privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Eclipse: Generalizing kNN and Skyline.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Efficient Contour Computation of Group-Based Skyline.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Customizable and Rigorous Location Privacy through Policy Graph.

[BibT_eX]

[DOI]

CoRR, 2020

Dealer: End-to-End Data Marketplace with Model-based Pricing.

[BibT_eX]

[DOI]

CoRR, 2020

Absolute Shapley Value.

[BibT_eX]

[DOI]

CoRR, 2020

PGLP: Customizable and Rigorous Location Privacy Through Policy Graph.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2020, 2020

2019

Secure and Efficient Skyline Queries on Encrypted Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

SkyRec: Finding Pareto Optimal Groups.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Skyline Diagram: Finding the Voronoi Counterpart for Skyline Queries.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Eclipse: Practicability Beyond 1NN and Skyline.

[BibT_eX]

[DOI]

CoRR, 2017

Secure Skyline Queries on Cloud Platform.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Fast Algorithms for Pareto Optimal Group-based Skyline.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

DPHMM: Customizable Data Release with Differential Privacy via Hidden Markov Model.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Finding Pareto Optimal Groups: Group-based Skyline.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Secure Similarity Queries: Enabling Precision Medicine with Privacy.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Data Management and Graph Online Querying, 2015

Speed Partitioning for Indexing Moving Objects.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2015

VPIndexer: velocity-based partitioning for indexing moving objects.

[BibT_eX]

[DOI]

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Database Fragmentation with Confidentiality Constraints: A Graph Search Approach.

[BibT_eX]

[DOI]

Xiaofeng Xu

Proceedings of the 5th ACM Conference on Data and Application Security and Privacy, 2015

Finding Probabilistic k-Skyline Sets on Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Differentially Private Histogram Publication for Dynamic Datasets: an Adaptive Sampling Approach.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Faster output-sensitive skyline computation algorithm.

[BibT_eX]

[DOI]

Xiaofeng Xu

Inf. Process. Lett., 2014

Privacy Preserving Publication of Locations Based on Delaunay Triangulation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

2013

Privacy Preserving Distributed DBSCAN Clustering.

[BibT_eX]

[DOI]

Trans. Data Priv., 2013

Semantic Security: Privacy Definitions Revisited.

[BibT_eX]

[DOI]

Trans. Data Priv., 2013

A privacy framework: indistinguishable privacy.

[BibT_eX]

[DOI]

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

New models and efficient algorithms for hazard detection.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Geoinformatics, 2012

2011

Effective Privacy Preserved Clustering Based on Voronoi Diagram.

[BibT_eX]

[DOI]

Chenglin Fan

Proceedings of the Eighth International Symposium on Voronoi Diagrams in Science and Engineering, 2011

Half-Plane Voronoi Diagram.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Symposium on Voronoi Diagrams in Science and Engineering, 2011

Rating: Privacy Preservation for Multiple Attributes with Different Sensitivity Requirements.

[BibT_eX]

[DOI]