Song, Shuang

17 publications

ECCVW 2024 Deep Learning Meets Satellite Images - An Evaluation on Handcrafted and Learning-Based Features for Multi-Date Satellite Stereo Images Shuang Song, Luca Morelli, Xinyi Wu, Rongjun Qin, Hessah Albanwan, Fabio Remondino

AISTATS 2024 Private Learning with Public Features Walid Krichene, Nicolas E Mayoraz, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang

ICCV 2023 Feature Proliferation -- the "Cancer" in StyleGAN and Its Treatments Shuang Song, Yuanbang Liang, Jing Wu, Yu-Kun Lai, Yipeng Qin

ICLR 2023 Measuring Forgetting of Memorized Training Examples Matthew Jagielski, Om Thakkar, Florian Tramer, Daphne Ippolito, Katherine Lee, Nicholas Carlini, Eric Wallace, Shuang Song, Abhradeep Guha Thakurta, Nicolas Papernot, Chiyuan Zhang

ICML 2023 Multi-Task Differential Privacy Under Distribution Skew Walid Krichene, Prateek Jain, Shuang Song, Mukund Sundararajan, Abhradeep Guha Thakurta, Li Zhang

ICML 2022 Public Data-Assisted Mirror Descent for Private Model Training Ehsan Amid, Arun Ganesh, Rajiv Mathews, Swaroop Ramaswamy, Shuang Song, Thomas Steinke, Thomas Steinke, Vinith M Suriyakumar, Om Thakkar, Abhradeep Thakurta

AISTATS 2021 Evading the Curse of Dimensionality in Unconstrained Private GLMs Shuang Song, Thomas Steinke, Om Thakkar, Abhradeep Thakurta

NeurIPS 2021 Differentially Private Model Personalization Prateek Jain, John Rush, Adam Smith, Shuang Song, Abhradeep Guha Thakurta

ICML 2021 Practical and Private (Deep) Learning Without Sampling or Shuffling Peter Kairouz, Brendan Mcmahan, Shuang Song, Om Thakkar, Abhradeep Thakurta, Zheng Xu

ICML 2021 Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang

AAAI 2021 Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson

ICCV 2021 Vis2Mesh: Efficient Mesh Reconstruction from Unstructured Point Clouds of Large Scenes with Learned Virtual View Visibility Shuang Song, Zhaopeng Cui, Rongjun Qin

NeurIPS 2020 The Flajolet-Martin Sketch Itself Preserves Differential Privacy: Private Counting with Minimal Space Adam Smith, Shuang Song, Abhradeep Guha Thakurta

ICLR 2018 Scalable Private Learning with PATE Nicolas Papernot, Shuang Song, Ilya Mironov, Ananth Raghunathan, Kunal Talwar, Ulfar Erlingsson

NeurIPS 2017 Renyi Differential Privacy Mechanisms for Posterior Sampling Joseph Geumlek, Shuang Song, Kamalika Chaudhuri

AISTATS 2015 Learning from Data with Heterogeneous Noise Using SGD Shuang Song, Kamalika Chaudhuri, Anand D. Sarwate

NeurIPS 2014 The Large Margin Mechanism for Differentially Private Maximization Kamalika Chaudhuri, Daniel J. Hsu, Shuang Song