Zhanglong Ji

ORCID

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 8

Top Venues

J. Am. Medical Informatics Assoc.

AMIA

BMC Medical Informatics Decis. Mak.

Bioinform.

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

Meng Wang, Zhanglong Ji, Hyeon-Eui Kim, Shuang Wang, Li Xiong, Xiaoqian Jiang
Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets. IEEE Trans. Knowl. Data Eng. 30 (3) (2018)
Wei Wei, Zhanglong Ji, Yupeng He, Kai Zhang, Yuanchi Ha, Qi Li, Lucila Ohno-Machado
Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge. Database J. Biol. Databases Curation 2018 (2018)
Haoran Li, Li Xiong, Zhanglong Ji, Xiaoqian Jiang
Partitioning-Based Mechanisms Under Personalized Differential Privacy. PAKDD (1) (2017)
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
Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks. J. Am. Medical Informatics Assoc. 24 (4) (2017)
Wei Wei, Zhanglong Ji, Lucila Ohno-Machado
Using a Convolutional Neural Network for Automatic Medical Subject Headings (MeSH) Assignment. AMIA (2017)
Meng Wang, Zhanglong Ji, Shuang Wang, Jihoon Kim, Hai Yang, Xiaoqian Jiang, Lucila Ohno-Machado
Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies. Bioinform. 33 (23) (2017)
Wei Wei, Zhanglong Ji, Lucila Ohno-Machado
Using the hierarchical structure of the Medical Subject Headings (MeSH) for automatic MeSH term assignment. AMIA (2016)
Chia-Lun Lu, Shuang Wang, Zhanglong Ji, Yuan Wu, Li Xiong, Xiaoqian Jiang, Lucila Ohno-Machado
WebDISCO: a web service for distributed cox model learning without patient-level data sharing. J. Am. Medical Informatics Assoc. 22 (6) (2015)
Zhanglong Ji, Zachary Chase Lipton, Charles Elkan
Differential Privacy and Machine Learning: a Survey and Review. CoRR (2014)
Fei Yu, Zhanglong Ji
Scalable privacy-preserving data sharing methodology for genome-wide association studies: an application to iDASH healthcare privacy protection challenge. BMC Medical Informatics Decis. Mak. 14 (S-1) (2014)
Zhanglong Ji, Charles Elkan
Differential privacy based on importance weighting. Mach. Learn. 93 (1) (2013)
Xiaoqian Jiang, Zhanglong Ji, Shuang Wang, Noman Mohammed, Samuel Cheng, Lucila Ohno-Machado
Differential-Private Data Publishing Through Component Analysis. Trans. Data Priv. 6 (1) (2013)
Xiaoqian Jiang, Shuang Wang, Zhanglong Ji, Lucila Ohno-Machado, Li Xiong
A Randomized Response Model for Privacy-Preserving Data Dissemination. HISB (2012)
Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang
A Whole Page Click Model to Better Interpret Search Engine Click Data. AAAI (2011)

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Publication Activity (10 Years)

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Zhanglong Ji