Frequent grams based embedding for privacy preserving record linkage. - Luca Bonomi; Li Xiong 001; Rui Chen 012; Benjamin C. M. Fung (CIKM, 2012)

Privacy Preserving Record Linkage via grams Projections - Luca Bonomi; Li Xiong 001; Rui Chen 012; Benjamin C. M. Fung (CoRR, 2012)

A two-phase algorithm for mining sequential patterns with differential privacy. - Luca Bonomi; Li Xiong 001 (CIKM, 2013)

LinkIT: privacy preserving record linkage and integration via transformations. - Luca Bonomi; Li Xiong 001; James J. Lu (SIGMOD Conference, 2013)

Mining Frequent Patterns with Differential Privacy. - Luca Bonomi (Proc. VLDB Endow., 2013)

Monitoring web browsing behavior with differential privacy. - Liyue Fan; Luca Bonomi; Li Xiong 001; Vaidy S. Sunderam (WWW, 2014)

A Review of Privacy Preserving Mechanisms for Record Linkage. - Luca Bonomi; Liyue Fan; Li Xiong 001 (Medical Data Privacy Handbook, 2015)

Private Computation of the Longest Increasing Subsequence in Data Streams. - Luca Bonomi; Li Xiong 001 (EDBT/ICDT Workshops, 2015)

Linking patients with non-PHI data. - Luca Bonomi; Xiaoqian Jiang (AMIA, 2016)

An Information-Theoretic Approach to Individual Sequential Data Sanitization. - Luca Bonomi; Liyue Fan; Hongxia Jin (WSDM, 2016)

On Differentially Private Longest Increasing Subsequence Computation in Data Stream. - Luca Bonomi; Li Xiong 001 (Trans. Data Priv., 2016)

A Mortality Study for ICU Patients Using Bursty Medical Events. - Luca Bonomi; Xiaoqian Jiang (ICDE, 2017)

Multi-user Itinerary Planning for Optimal Group Preference. - Liyue Fan; Luca Bonomi; Cyrus Shahabi; Li Xiong 001 (SSTD, 2017)

Differentially Private Sanitization of ECG Time Series. - Liyue Fan; Luca Bonomi (AMIA, 2018)

Time Series Sanitization with Metric-Based Privacy. - Liyue Fan; Luca Bonomi (BigData Congress, 2018)

Pattern Similarity in Time Interval Sequences. - Luca Bonomi; Xiaoqian Jiang (ICHI, 2018)

Optimal group route query: Finding itinerary for group of users in spatial databases. - Liyue Fan; Luca Bonomi; Cyrus Shahabi; Li Xiong 001 (GeoInformatica, 2018)

Patient ranking with temporally annotated data. - Luca Bonomi; Xiaoqian Jiang (J. Biomed. Informatics, 2018)

VERTICOX: Vertically Distributed Cox Proportional Hazards Model. - Xiaoqian Jiang; Luca Bonomi; Lucila Ohno-Machado (AMIA, 2019)

Protecting patient privacy in survival analyses. - Luca Bonomi; Xiaoqian Jiang; Lucila Ohno-Machado (J. Am. Medical Informatics Assoc., 2020)

Collecting and Sharing ECG Data with Privacy Protection. - Liyue Fan; Zeyun Wu; Luca Bonomi (AMIA, 2021)

Privacy-Preserving Federated Biomedical Data Analysis. - Xiaoqian Jiang; Luca Bonomi; Jaideep Vaidya; Li Xiong 001; Lucila Ohno-Machado (AMIA, 2021)

Noise-tolerant similarity search in temporal medical data. - Luca Bonomi; Liyue Fan; Xiaoqian Jiang (J. Biomed. Informatics, 2021)

Training Deep Learning Models Privately in Survival Studies. - Liyue Fan; Luca Bonomi (AMIA, 2022)

Sharing Time-to-Event Data with Privacy Protection. - Luca Bonomi; Liyue Fan (ICHI, 2022)

Mitigating Membership Inference in Deep Learning Applications with High Dimensional Genomic Data. - Chonghao Zhang; Luca Bonomi (ICHI, 2022)

Sharing personal ECG time-series data privately. - Luca Bonomi; Zeyun Wu; Liyue Fan (J. Am. Medical Informatics Assoc., 2022)

VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers. - Wenrui Dai; Xiaoqian Jiang; Luca Bonomi; Yong Li 033; Hongkai Xiong; Lucila Ohno-Machado (IEEE Trans. Knowl. Data Eng., 2022)

Private Continuous Survival Analysis with Distributed Multi-Site Data. - Luca Bonomi; Marilyn Lionts; Liyue Fan (IEEE Big Data, 2023)

Enabling Health Data Sharing with Fine-Grained Privacy. - Luca Bonomi; Sepand Gousheh; Liyue Fan (CIKM, 2023)

Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility Analysis. - Liyue Fan; Luca Bonomi (SIGSPATIAL/GIS, 2023)

Mitigating Membership Inference in Deep Survival Analyses with Differential Privacy. - Liyue Fan; Luca Bonomi (ICHI, 2023)

Evaluating Generative Models in Medical Imaging. - Liyue Fan; Ashley Bang; Luca Bonomi (ICHI, 2024)