Yuncheng Wu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Nearest Neighbor

Privacy Preserving

Top Venues

Proc. VLDB Endow.

IEEE Trans. Knowl. Data Eng.

Publications

Haichao Sha, Yang Cao, Yong Liu, Yuncheng Wu, Ruixuan Liu, Hong Chen
Clip Body and Tail Separately: High Probability Guarantees for DPSGD with Heavy Tails. CoRR (2024)
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) (2024)
Meihui Zhang, Zhaoxuan Ji, Zhaojing Luo, Yuncheng Wu, Chengliang Chai
Applications and Challenges for Large Language Models: From Data Management Perspective. ICDE (2024)
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 (2024)
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) (2024)
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 (2024)
Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu
Powering In-Database Dynamic Model Slicing for Structured Data Analytics. CoRR (2024)
Gang Wang, Li Zhou, Qingming Li, Xiaoran Yan, Ximeng Liu, Yuncheng Wu
FVFL: A Flexible and Verifiable Privacy-Preserving Federated Learning Scheme. IEEE Internet Things J. 11 (13) (2024)
Zhaoxuan Ji, Zhongle Xie, Yuncheng Wu, Meihui Zhang
LBSC: A Cost-Aware Caching Framework for Cloud Databases. ICDE (2024)
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) (2023)
Ruoyang Guo, Bo Qin, Yuncheng Wu, Ruixuan Liu, Hong Chen, Cuiping Li
LuxGeo: Efficient and Security-Enhanced Geometric Range Queries. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Yatong Wang, Yuncheng Wu, Xincheng Chen, Gang Feng, Beng Chin Ooi
Incentive-Aware Decentralized Data Collaboration. Proc. ACM Manag. Data 1 (2) (2023)
Xiaochen Zhu, Xinjian Luo, Yuncheng Wu, Yangfan Jiang, Xiaokui Xiao, Beng Chin Ooi
Passive Inference Attacks on Split Learning via Adversarial Regularization. CoRR (2023)
Rui Fu, Yuncheng Wu, Quanqing Xu, Meihui Zhang
FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data. Proc. ACM Manag. Data 1 (1) (2023)
Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. CoRR (2023)
Fei Xiao, Yuncheng Wu, Meihui Zhang, Gang Chen, Beng Chin Ooi
MINT: Detecting Fraudulent Behaviors from Time-series Relational Data. Proc. VLDB Endow. 16 (12) (2023)
Yuncheng Wu, Tien Tuan Anh Dinh, Guoyu Hu, Meihui Zhang, Yeow Meng Chee, Beng Chin Ooi
Serverless Data Science - Are We There Yet? A Case Study of Model Serving. SIGMOD Conference (2022)
Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi
A Fusion-Denoising Attack on InstaHide with Data Augmentation. AAAI (2022)
Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi
A Fusion-Denoising Attack on InstaHide with Data Augmentation. CoRR (2021)
Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
Feature Inference Attack on Model Predictions in Vertical Federated Learning. ICDE (2021)
Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. ICDE (2021)
Yuncheng Wu, Ke Wang, Ruoyang Guo, Zhilin Zhang, Dan Zhao, Hong Chen, Cuiping Li
Enhanced Privacy Preserving Group Nearest Neighbor Search. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Yuncheng Wu, Tien Tuan Anh Dinh, Guoyu Hu, Meihui Zhang, Yeow Meng Chee, Beng Chin Ooi
Serverless Model Serving for Data Science. CoRR (2021)
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) (2020)
Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
Feature Inference Attack on Model Predictions in Vertical Federated Learning. CoRR (2020)
Wenjuan Liang, Hong Chen, Ruixuan Liu, Yuncheng Wu, Cuiping Li
A Pufferfish privacy mechanism for monitoring web browsing behavior under temporal correlations. Comput. Secur. 92 (2020)
Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. CoRR (2020)
Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi
Privacy Preserving Vertical Federated Learning for Tree-based Models. CoRR (2020)
Ruoyang Guo, Bo Qin, Yuncheng Wu, Ruixuan Liu, Hong Chen, Cuiping Li
MixGeo: efficient secure range queries on encrypted dense spatial data in the cloud. IWQoS (2019)
Wenjuan Liang, Hong Chen, Yuncheng Wu, Cuiping Li
Differentially Private Frequent Itemset Mining Against Incremental Updates. ICICS (2019)
Ying Liu, Hui Peng, Yuncheng Wu, Juru Zeng, Hong Chen, Ke Wang, Weiling Lai, Cuiping Li
Secure Data Aggregation with Integrity Verification in Wireless Sensor Networks. DASFAA (1) (2018)
Yuncheng Wu, Ke Wang, Zhilin Zhang, Weipeng Lin, Hong Chen, Cuiping Li
Privacy Preserving Group Nearest Neighbor Search. EDBT (2018)
Yao Wu, Wenjuan Liang, Yuncheng Wu, Hong Chen, Cuiping Li
AXE: Objects Search in Mobile Volunteered Service. CollaborateCom (2017)
Yao Wu, Yuncheng Wu, Juru Zeng, Hong Chen, Cuiping Li
PIE: A personalized incentive for location-aware mobile crowd sensing. ISCC (2017)
Yao Wu, Tianzhen Wu, Ziyi Xiong, Yuncheng Wu, Hong Chen, Cuiping Li, Xiaoying Zhang
HelPal: A Search System for Mobile Crowd Service. CoRR (2017)
Juru Zeng, Yuncheng Wu, Yao Wu, Hong Chen, Cuiping Li, Shan Wang
Energy-Efficient and Privacy-Preserving Range Query in Participatory Sensing. Trustcom/BigDataSE/ISPA (2016)
Yuncheng Wu, Juru Zeng, Hong Chen, Yao Wu, Wenjuan Liang, Hui Peng, Cuiping Li
DPListCF: A differentially private approach for listwise collaborative filtering. ISCC (2016)
Yao Wu, Yuncheng Wu, Hui Peng, Hong Chen, Cuiping Li
MagiCrowd: A crowd based incentive for location-aware crowd sensing. WCNC (2016)
Yuncheng Wu, Yao Wu, Hui Peng, Juru Zeng, Hong Chen, Cuiping Li
Differentially private density estimation via Gaussian mixtures model. IWQoS (2016)
Hui Peng, Xiaoying Zhang, Hong Chen, Yuncheng Wu, Yao Wu, Juru Zeng
Enable Privacy Preservation and Result Verification for Top-k Query in Two-Tiered Sensor Networks. TrustCom/BigDataSE/ISPA (1) (2015)