| 2025 | IJCNN | Quality and Robustness of Generative Watermarking on Biomedical Data. | Liyue Fan, Luca Bonomi |
| 2023 | CIKM | Enabling Health Data Sharing with Fine-Grained Privacy. | Luca Bonomi, Sepand Gousheh, Liyue Fan |
| 2022 | AMIA | Training Deep Learning Models Privately in Survival Studies. | Liyue Fan, Luca Bonomi |
| 2021 | AMIA | Collecting and Sharing ECG Data with Privacy Protection. | Liyue Fan, Zeyun Wu, Luca Bonomi |
| 2021 | AMIA | Privacy-Preserving Federated Biomedical Data Analysis. | Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado |
| 2019 | AMIA | Protecting Patient Privacy in Survival Analyses. | Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado |
| 2019 | AMIA | VERTICOX: Vertically Distributed Cox Proportional Hazards Model. | Xiaoqian Jiang, Luca Bonomi, Lucila Ohno-Machado |
| 2018 | AMIA | Differentially Private Sanitization of ECG Time Series. | Liyue Fan, Luca Bonomi |
| 2018 | BigData | Time Series Sanitization with Metric-Based Privacy. | Liyue Fan, Luca Bonomi |
| 2017 | ICDE | A Mortality Study for ICU Patients Using Bursty Medical Events. | Luca Bonomi, Xiaoqian Jiang |
| 2016 | AMIA | Linking patients with non-PHI data. | Luca Bonomi, Xiaoqian Jiang |
| 2016 | WSDM | An Information-Theoretic Approach to Individual Sequential Data Sanitization. | Luca Bonomi, Liyue Fan, Hongxia Jin |
| 2015 | EDBT | Private Computation of the Longest Increasing Subsequence in Data Streams. | Luca Bonomi, Li Xiong |
| 2014 | WWW | Monitoring web browsing behavior with differential privacy. | Liyue Fan, Luca Bonomi, Li Xiong, Vaidy S. Sunderam |
| 2013 | CIKM | A two-phase algorithm for mining sequential patterns with differential privacy. | Luca Bonomi, Li Xiong |
| 2013 | SIGMOD | LinkIT: privacy preserving record linkage and integration via transformations. | Luca Bonomi, Li Xiong, James J. Lu |
| 2012 | CIKM | Frequent grams based embedding for privacy preserving record linkage. | Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung |