Yuncheng Wu

Orcid: 0000-0002-1436-3916

According to our database¹, Yuncheng Wu authored at least 38 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2024

Front Matter.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2024

On Data Distribution Leakage in Cross-Silo Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

FVFL: A Flexible and Verifiable Privacy-Preserving Federated Learning Scheme.

[BibT_eX]

[DOI]

IEEE Internet Things J., July, 2024

Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., May, 2024

Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

NeurDB: On the Design and Implementation of an AI-powered Autonomous Database.

[BibT_eX]

[DOI]

CoRR, 2024

Clip Body and Tail Separately: High Probability Guarantees for DPSGD with Heavy Tails.

[BibT_eX]

[DOI]

CoRR, 2024

NeurDB: An AI-powered Autonomous Data System.

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[DOI]

CoRR, 2024

Powering In-Database Dynamic Model Slicing for Structured Data Analytics.

[BibT_eX]

[DOI]

CoRR, 2024

Protecting Label Distribution in Cross-Silo Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

LBSC: A Cost-Aware Caching Framework for Cloud Databases.

[BibT_eX]

[DOI]

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

Applications and Challenges for Large Language Models: From Data Management Perspective.

[BibT_eX]

[DOI]

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

2023

LuxGeo: Efficient and Security-Enhanced Geometric Range Queries.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

MINT: Detecting Fraudulent Behaviors from Time-series Relational Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Incentive-Aware Decentralized Data Collaboration.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Passive Inference Attacks on Split Learning via Adversarial Regularization.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Serverless Data Science - Are We There Yet? A Case Study of Model Serving.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

A Fusion-Denoising Attack on InstaHide with Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Enhanced Privacy Preserving Group Nearest Neighbor Search.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Serverless Model Serving for Data Science.

[BibT_eX]

[DOI]

CoRR, 2021

Communication-efficient Decentralized Machine Learning over Heterogeneous Networks.

[BibT_eX]

[DOI]

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

Feature Inference Attack on Model Predictions in Vertical Federated Learning.

[BibT_eX]

[DOI]

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

2020

Privacy Preserving Vertical Federated Learning for Tree-based Models.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

A Pufferfish privacy mechanism for monitoring web browsing behavior under temporal correlations.

[BibT_eX]

[DOI]

Comput. Secur., 2020

2019

MixGeo: efficient secure range queries on encrypted dense spatial data in the cloud.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Quality of Service, 2019

Differentially Private Frequent Itemset Mining Against Incremental Updates.

[BibT_eX]

[DOI]

Proceedings of the Information and Communications Security - 21st International Conference, 2019

2018

Privacy Preserving Group Nearest Neighbor Search.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Extending Database Technology, 2018

Secure Data Aggregation with Integrity Verification in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

HelPal: A Search System for Mobile Crowd Service.

[BibT_eX]

[DOI]

CoRR, 2017

PIE: A personalized incentive for location-aware mobile crowd sensing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

AXE: Objects Search in Mobile Volunteered Service.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2017

2016

MagiCrowd: A crowd based incentive for location-aware crowd sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

Energy-Efficient and Privacy-Preserving Range Query in Participatory Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Differentially private density estimation via Gaussian mixtures model.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

DPListCF: A differentially private approach for listwise collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communication, 2016

2015

Enable Privacy Preservation and Result Verification for Top-k Query in Two-Tiered Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Yuncheng Wu

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