A Whole Page Click Model to Better Interpret Search Engine Click Data. - Weizhu Chen; Zhanglong Ji; Si Shen; Qiang Yang 001 (AAAI, 2011)

A Randomized Response Model for Privacy-Preserving Data Dissemination. - Xiaoqian Jiang; Shuang Wang 002; Zhanglong Ji; Lucila Ohno-Machado; Li Xiong 001 (HISB, 2012)

Differential privacy based on importance weighting. - Zhanglong Ji; Charles Elkan (Mach. Learn., 2013)

Differential-Private Data Publishing Through Component Analysis. - Xiaoqian Jiang; Zhanglong Ji; Shuang Wang 002; Noman Mohammed; Samuel Cheng 001; Lucila Ohno-Machado (Trans. Data Priv., 2013)

Differential Privacy and Machine Learning: a Survey and Review. - Zhanglong Ji; Zachary Chase Lipton; Charles Elkan (CoRR, 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)

WebDISCO: a web service for distributed cox model learning without patient-level data sharing. - Chia-Lun Lu; Shuang Wang 002; Zhanglong Ji; Yuan Wu 003; Li Xiong 001; Xiaoqian Jiang; Lucila Ohno-Machado (J. Am. Medical Informatics Assoc., 2015)

Using the hierarchical structure of the Medical Subject Headings (MeSH) for automatic MeSH term assignment. - Wei Wei 012; Zhanglong Ji; Lucila Ohno-Machado (AMIA, 2016)

Using a Convolutional Neural Network for Automatic Medical Subject Headings (MeSH) Assignment. - Wei Wei 012; Zhanglong Ji; Lucila Ohno-Machado (AMIA, 2017)

Partitioning-Based Mechanisms Under Personalized Differential Privacy. - Haoran Li; Li Xiong 001; Zhanglong Ji; Xiaoqian Jiang (PAKDD (1), 2017)

Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies. - Meng Wang 007; Zhanglong Ji; Shuang Wang 002; Jihoon Kim 001; Hai Yang; Xiaoqian Jiang; Lucila Ohno-Machado (Bioinform., 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; et al. (J. Am. Medical Informatics Assoc., 2017)

Learning Information from Data while Preserving Differential Privacy. - Zhanglong Ji (2017)

Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge. - Wei Wei 012; Zhanglong Ji; Yupeng He; Kai Zhang 021; Yuanchi Ha; Qi Li; Lucila Ohno-Machado (Database J. Biol. Databases Curation, 2018)

Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets. - Meng Wang 007; Zhanglong Ji; Hyeon-Eui Kim; Shuang Wang 002; Li Xiong 001; Xiaoqian Jiang (IEEE Trans. Knowl. Data Eng., 2018)