Zhanglong Ji

According to our database, Zhanglong Ji authored at least 15 papers between 2011 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets.

Meng Wang, Zhanglong Ji, Hyeon-Eui Kim, Shuang Wang, Li Xiong, Xiaoqian Jiang

IEEE Trans. Knowl. Data Eng., 2018

Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge.

Wei Wei, Zhanglong Ji, Yupeng He, Kai Zhang, Yuanchi Ha, Qi Li, Lucila Ohno-Machado

Database J. Biol. Databases Curation, 2018

2017

Learning Information from Data while Preserving Differential Privacy.

Zhanglong Ji

PhD thesis, 2017

Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks.

Jean Louis Raisaro, Florian Tramèr, Zhanglong Ji, Diyue Bu, Yongan Zhao, W. Knox Carey, David D. Lloyd, Heidi Sofia, Dixie Baker, Paul Flicek, Suyash S. Shringarpure, Carlos D. Bustamante, Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Haixu Tang, XiaoFeng Wang, Jean-Pierre Hubaux

J. Am. Medical Informatics Assoc., 2017

Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies.

Meng Wang, Zhanglong Ji, Shuang Wang, Jihoon Kim, Hai Yang, Xiaoqian Jiang, Lucila Ohno-Machado

Bioinform., 2017

Partitioning-Based Mechanisms Under Personalized Differential Privacy.

Haoran Li, Li Xiong, Zhanglong Ji, Xiaoqian Jiang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Using a Convolutional Neural Network for Automatic Medical Subject Headings (MeSH) Assignment.

Wei Wei, Zhanglong Ji, Lucila Ohno-Machado

Proceedings of the AMIA 2017, 2017

2016

Using the hierarchical structure of the Medical Subject Headings (MeSH) for automatic MeSH term assignment.

Wei Wei, Zhanglong Ji, Lucila Ohno-Machado

Proceedings of the AMIA 2016, 2016

2015

WebDISCO: a web service for distributed cox model learning without patient-level data sharing.

Chia-Lun Lu, Shuang Wang, Zhanglong Ji, Yuan Wu, Li Xiong, Xiaoqian Jiang, Lucila Ohno-Machado

J. Am. Medical Informatics Assoc., 2015

2014

Scalable privacy-preserving data sharing methodology for genome-wide association studies: an application to iDASH healthcare privacy protection challenge.

Fei Yu, Zhanglong Ji

BMC Medical Informatics Decis. Mak., 2014

Differential Privacy and Machine Learning: a Survey and Review.

Zhanglong Ji, Zachary Chase Lipton, Charles Elkan

CoRR, 2014

2013

Differential-Private Data Publishing Through Component Analysis.

Xiaoqian Jiang, Zhanglong Ji, Shuang Wang, Noman Mohammed, Samuel Cheng, Lucila Ohno-Machado

Trans. Data Priv., 2013

Differential privacy based on importance weighting.

Zhanglong Ji, Charles Elkan

Mach. Learn., 2013

2012

A Randomized Response Model for Privacy-Preserving Data Dissemination.

Xiaoqian Jiang, Shuang Wang, Zhanglong Ji, Lucila Ohno-Machado, Li Xiong

Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

2011

A Whole Page Click Model to Better Interpret Search Engine Click Data.

Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011