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个人简介
My research mainly focuses on data privacy protection. For example, do you worry if your location data gets stolen while using Yelp to find the nearest restaurants, or your browsing history was exposed while searching something on Google? While the concerns about data privacy arise frequently, the technique of privacy preservation still falls behind. The trick is that you have to provide your information to get the service. For example, you must give your location to Yelp in order to get the nearest restaurants. So how can we set the balance of privacy and utility? While the silver lining of this problem, called differential privacy, is still under debate in academia, practical privacy-preserving technique still has a long way to go.
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Renkun Ni,Yonghui Xiao, Phoenix Meadowlark, Oleg Rybakov,Tom Goldstein,Ananda Theertha Suresh,Ignacio Lopez Moreno,Mingqing Chen,Rajiv Mathews
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.6100-6104, (2024)
Dhruv Guliani, Lei Zhou, Changwan Ryu,Tien-Ju Yang, Harry Zhang,Yonghui Xiao,Françoise Beaufays,Giovanni Motta
arXiv (Cornell University) (2021)
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PROCEEDINGS OF THE VLDB ENDOWMENTno. 8 (2021): 3141-3154
Lecture Notes in Computer Sciencepp.655-676, (2020)
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