I am a Ph.D. student in the Department of Math & CS at Emory University. I am currently working in the
(Assured Information Management and Sharing) group.
My advisor is Prof. Li Xiong, joint work with Prof.
Xiaoqian Jiang in the iDash lab, division of medicine, University of California, San Diego.
Privacy preserving machine learning techniques
Privacy preserving multi-dimensional and large domain data release
Privacy preserving genome data publication
Statistical data modeling
Research assistant in AIMS group at Emory University (2010 - Present)
Summer intern at iDash lab, University of California, San Diego 2013
Privacy preserving support vector machine using small portion of public data
(Presentation vedio on Youtube)
Research assistant at computer science lab, Northeastern University (Fall 2009 - Spring 2010)
Software aging in the load balancer of Web clusters.
Developed a dynamic load balancing mechanism to decrease software aging effects of Web server clusters.
Undergraduate dissertation thesis: Dijkstra in the Optimization Path of Physical Distribution . (Spring 2009)
Understand the privacy budget of differential privacy in the context of biomedical data analysis. Haoran Li, Li Xiong, Shuang Wang, Xiaoqian Jiang.
Submitted to AMIA Joint Summits on Translational Science (AMIA 2015)
Differentially Private SNP selection in Genome-Wide Association Studies. Haoran Li, Xiaoqian Jiangy, Zhanglong Ji, and Li Xiong. (PDF)
Recommended to Journal of the American Medical Informatics Association (JAMIA), 2014
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning. (PDF)
Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka, and Haoran Li.
In Transactions on Data Privacy , 2014
Privacy Preserving RBF Kernel Support Vector Machine. Haoran Li, Li Xiong, Lucila Ohno-Machado, Xiaoqian Jiang. (PDF)
In BioMed Research International, Special issue on Biomedical Data Integration, Modeling,
and Simulation in the Era of Big Data and Translational Medicine, 2014
DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing. Haoran Li, Li Xiong, Xiaoqian Jiang and Lifan Zhang. (PDF)
In 17th Very Large Database (VLDB 2014), Hangzhou, China 2014
Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions. Haoran Li, Li Xiong, Xiaoqian Jiang. (PDF)
In 17th International Conference on Extending Database Technology (EDBT 2014), Athens, 2014
[Full Paper, acceptance ratio: ~20% (266 submissions)]
Dynamic Load-Balance Strategy based on Software Aging in Web Cluster System. Haoran Li, Jun Guo, Weiyue Li,Bin Zhang.
International Conference on Advanced Measurement and Test (AMT 2010) and Key Engineering Journal
Finding the Good of Health Care System. Haoran Li, Li Wan, Ting Zhang.
Vol.24, No.5, Oct.2008, College Mathematics
Hornors and Awards
TATTO fellowship, Laney Graduate School of Emory University, 2014.
Southwest Grace Hopper Women Scholarship, 2013
Grad Cohort Workshop Scholarship, 2013
Ph.D. Fellowship Award, Laney Graduate School of Emory University, 2010-Present.
Grace Hopper Celebration of Women in Computing scholarship, 2010
Master, Fellowship Award, Graduate School of Northeastern University, 2009-2010.
First-level scholarships for consecutive four years, HFUT, 2006-2009