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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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Selective Pre-training for Private Fine-tuning


May 23, 2023
Da Yu, Sivakanth Gopi, Janardhan Kulkarni, Zinan Lin, Saurabh Naik, Tomasz Lukasz Religa, Jian Yin, Huishuai Zhang

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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

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* Accepted by ACM TOIS 

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Summary Statistic Privacy in Data Sharing


Mar 03, 2023
Zinan Lin, Shuaiqi Wang, Vyas Sekar, Giulia Fanti

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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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Intelligent Feedback Overhead Reduction (iFOR) in Wi-Fi 7 and Beyond


Mar 09, 2022
Mrugen Deshmukh, Zinan Lin, Hanqing Lou, Mahmoud Kamel, Rui Yang, Ismail Guvenc

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Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions


Jan 22, 2021
Todd Huster, Jeremy E. J. Cohen, Zinan Lin, Kevin Chan, Charles Kamhoua, Nandi Leslie, Cho-Yu Jason Chiang, Vyas Sekar

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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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