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Zinan Lin

InterDigital, Inc

Differentially Private Synthetic Data via Foundation Model APIs 1: Images

May 24, 2023
Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Harsha Nori, Sergey Yekhanin

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* 38 pages, 33 figures

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Bounding System-Induced Biases in Recommender Systems with A Randomized Dataset

Mar 21, 2023
Dugang Liu, Pengxiang Cheng, Zinan Lin, Xiaolian Zhang, Zhenhua Dong, Rui Zhang, Xiuqiang He, Weike Pan, Zhong Ming

* Accepted by ACM TOIS

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On the Privacy Properties of GAN-generated Samples

Jun 03, 2022
Zinan Lin, Vyas Sekar, Giulia Fanti

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* AISTATS 2021

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RareGAN: Generating Samples for Rare Classes

Mar 20, 2022
Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar

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* Published in AAAI 2022

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MLGO: a Machine Learning Guided Compiler Optimizations Framework

Jan 13, 2021
Mircea Trofin, Yundi Qian, Eugene Brevdo, Zinan Lin, Krzysztof Choromanski, David Li

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* First two authors are equal contributors

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Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

Sep 06, 2020
Zinan Lin, Vyas Sekar, Giulia Fanti

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* 45 pages, 71 figures

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