| 2026 | DSN | In-Depth Exploration of Differentially Private Quantization for Privacy-Preserving and Communication-Efficient Federated Learning. | Shan Huang, Zhijing Ye, Jiamin Wang, Zhaorui Zhang, Jie Fu, Wendy Hui Wang, Sheng Di, Xiaodong Yu |
| 2026 | ICDCS | Noise-Calibrated Lossy Compression for Privacy Leakage Reduction in Federated Learning. | Shan Huang, Zhijing Ye, Zhaorui Zhang, Sheng Di, Jiamin Wang, Wendy Hui Wang, Xiaodong Yu |
| 2025 | CCS | Safeguarding Graph Neural Networks against Topology Inference Attacks. | Jie Fu, Yuan Hong, Zhili Chen, Wendy Hui Wang |
| 2025 | KDD | Verification of Incomplete Graph Unlearning through Adversarial Perturbations. | Kun Wu, Wendy Hui Wang |
| 2024 | AAAI | Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks. | Junjie Chen, Jiahao Li, Chen Song, Bin Li, Qingcai Chen, Hongchang Gao, Wendy Hui Wang, Zenglin Xu, Xinghua Shi |
| 2024 | CIKM | Interaction-level Membership Inference Attack against Recommender Systems with Long-tailed Distribution. | Da Zhong, Xiuling Wang, Zhichao Xu, Jun Xu, Wendy Hui Wang |
| 2024 | SP | Revisiting Black-box Ownership Verification for Graph Neural Networks. | Ruikai Zhou, Kang Yang, Xiuling Wang, Wendy Hui Wang, Jun Xu |
| 2023 | ACSAC | Link Membership Inference Attacks against Unsupervised Graph Representation Learning. | Xiuling Wang, Wendy Hui Wang |
| 2023 | ICDM | Equipping Federated Graph Neural Networks with Structure-aware Group Fairness. | Nan Cui, Xiuling Wang, Wendy Hui Wang, Violet Xinying Chen, Yue Ning |
| 2023 | KDD | Certified Edge Unlearning for Graph Neural Networks. | Kun Wu, Jie Shen, Yue Ning, Ting Wang, Wendy Hui Wang |
| 2022 | AsiaCCS | Understanding Disparate Effects of Membership Inference Attacks and their Countermeasures. | Da Zhong, Haipei Sun, Jun Xu, Neil Zhenqiang Gong, Wendy Hui Wang |
| 2022 | CCS | Group Property Inference Attacks Against Graph Neural Networks. | Xiuling Wang, Wendy Hui Wang |
| 2021 | KDD | PAR-GAN: Improving the Generalization of Generative Adversarial Networks Against Membership Inference Attacks. | Junjie Chen, Wendy Hui Wang, Hongchang Gao, Xinghua Shi |
| 2021 | PSB | Differential Privacy Protection Against Membership Inference Attack on Machine Learning for Genomic Data. | Junjie Chen, Wendy Hui Wang, Xinghua Shi |
| 2021 | RAID | CADUE: Content-Agnostic Detection of Unwanted Emails for Enterprise Security. | Mohamed Nabeel, Enes Altinisik, Haipei Sun, Issa Khalil, Wendy Hui Wang, Ting Yu |
| 2021 | WWW | Automating Fairness Configurations for Machine Learning. | Haipei Sun, Yiding Yang, Yanying Li, Huihui Liu, Xinchao Wang, Wendy Hui Wang |
| 2020 | KDD | Towards Fair Truth Discovery from Biased Crowdsourced Answers. | Yanying Li, Haipei Sun, Wendy Hui Wang |
| 2020 | WWW | Fairness of Classification Using Users' Social Relationships in Online Peer-To-Peer Lending. | Yanying Li, Yue Ning, Rong Liu, Ying Wu, Wendy Hui Wang |
| 2019 | CCS | Analyzing Subgraph Statistics from Extended Local Views with Decentralized Differential Privacy. | Haipei Sun, Xiaokui Xiao, Issa Khalil, Yin Yang, Zhan Qin, Wendy Hui Wang, Ting Yu |
| 2018 | ICDE | Sensitive Task Assignments in Crowdsourcing Markets with Colluding Workers. | Haipei Sun, Boxiang Dong, Bo Zhang, Wendy Hui Wang, Murat Kantarcioglu |
| 2018 | ICDE | AssureMR: Verifiable SQL Execution on MapReduce. | Bo Zhang, Boxiang Dong, Wendy Hui Wang |
| 2017 | CIKM | Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems. | Boxiang Dong, Zhengzhang Chen, Wendy Hui Wang, Lu-An Tang, Kai Zhang, Ying Lin, Zhichun Li, Haifeng Chen |
| 2017 | DBSEC | Budget-Constrained Result Integrity Verification of Outsourced Data Mining Computations. | Bo Zhang, Boxiang Dong, Wendy Hui Wang |
| 2017 | ICDE | Frequency-Hiding Dependency-Preserving Encryption for Outsourced Databases. | Boxiang Dong, Wendy Hui Wang |
| 2017 | IRI | EARRING: Efficient Authentication of Outsourced Record Matching. | Boxiang Dong, Wendy Hui Wang |
| 2016 | APWEB | Similarity Recoverable, Format-Preserving String Encryption. | Yijin Li, Wendy Hui Wang |
| 2016 | COMPSAC | Privacy-Preserving Outsourcing of Data Mining. | Anna Monreale, Wendy Hui Wang |
| 2016 | IRI | ARM: Authenticated Approximate Record Matching for Outsourced Databases. | Boxiang Dong, Wendy Hui Wang |
| 2015 | SDM | Result Integrity Verification of Outsourced Privacy-preserving Frequent Itemset Mining. | Ruilin Liu, Wendy Hui Wang |
| 2014 | CIKM | PraDa: Privacy-preserving Data-Deduplication-as-a-Service. | Boxiang Dong, Ruilin Liu, Wendy Hui Wang |
| 2014 | ICDE | iCoDA: Interactive and exploratory data completeness analysis. | Ruilin Liu, Guan Wang, Wendy Hui Wang, Flip Korn |
| 2014 | SDM | Result Integrity Verification of Outsourced Bayesian Network Structure Learning. | Ruilin Liu, Wendy Hui Wang, Changhe Yuan |
| 2013 | DBSEC | Result Integrity Verification of Outsourced Frequent Itemset Mining. | Boxiang Dong, Ruilin Liu, Wendy Hui Wang |
| 2013 | ICDM | Integrity Verification of Outsourced Frequent Itemset Mining with Deterministic Guarantee. | Boxiang Dong, Ruilin Liu, Wendy Hui Wang |
| 2013 | SDM | Integrity Verification of K-means Clustering Outsourced to Infrastructure as a Service (IaaS) Providers. | Ruilin Liu, Philippos Mordohai, Wendy Hui Wang, Hui Xiong |
| 2012 | ICDM | Understanding Data Completeness in Network Monitoring Systems. | Flip Korn, Ruilin Liu, Wendy Hui Wang |
| 2011 | SSDBM | Efficient Storage and Temporal Query Evaluation in Hierarchical Data Archiving Systems. | Wendy Hui Wang, Ruilin Liu, Dimitri Theodoratos, Xiaoying Wu |
| 2010 | CCS | Towards publishing recommendation data with predictive anonymization. | Chih-Cheng Chang, Brian Thompson, Wendy Hui Wang, Danfeng Yao |
| 2010 | CIKM | SPac: a distributed, peer-to-peer, secure and privacy-aware social space. | Angela Bonifati, Wendy Hui Wang, Ruilin Liu |
| 2010 | DASFAA | Privacy-Preserving Publishing Data with Full Functional Dependencies. | Wendy Hui Wang, Ruilin Liu |
| 2010 | DBSEC | Distributed and Secure Access Control in P2P Databases. | Angela Bonifati, Ruilin Liu, Wendy Hui Wang |
| 2010 | DCOSS | Ensuring Data Storage Security against Frequency-Based Attacks in Wireless Networks. | Hongbo Liu, Wendy Hui Wang, Yingying Chen |
| 2010 | ICDE | Privacy-preserving data publishing. | Ruilin Liu, Wendy Hui Wang |
| 2010 | MASS | A decentralized key management scheme via neighborhood prediction in mobile wireless networks. | Xiuyuan Zheng, Wendy Hui Wang, Yingying Chen, Hongbo Liu, Ruilin Liu |
| 2009 | CIKM | Answering XML queries using materialized views revisited. | Xiaoying Wu, Dimitri Theodoratos, Wendy Hui Wang |
| 2009 | EDBT | Hiding distinguished ones into crowd: privacy-preserving publishing data with outliers. | Wendy Hui Wang, Ruilin Liu |
| 2009 | EDBT | Anonymizing moving objects: how to hide a MOB in a crowd? | Roman Yarovoy, Francesco Bonchi, Laks V. S. Lakshmanan, Wendy Hui Wang |
| 2008 | COMAD | Ambiguity: Hide the Presence of Individuals and Their Privacy with Low Information Loss. | Wendy Hui Wang |
| 2006 | VLDB | Answering Tree Pattern Queries Using Views. | Laks V. S. Lakshmanan, Wendy Hui Wang, Zheng (Jessica) Zhao |
| 2006 | VLDB | Efficient Secure Query Evaluation over Encrypted XML Databases. | Wendy Hui Wang, Laks V. S. Lakshmanan |
| 2004 | VLDB | On Testing Satisfiability of Tree Pattern Queries. | Laks V. S. Lakshmanan, Ganesh Ramesh, Wendy Hui Wang, Zheng (Jessica) Zhao |