Chuan Guo
RESEARCH SCIENTIST | MENLO PARK, UNITED STATES
Chuan is a research scientist at Facebook AI Research. His research focuses on machine learning safety, working towards a principled resolution of the robustness, security and privacy concerns arising from new applications of machine learning. He received his PhD from Cornell University in 2020.
Chuan's Publications
April 25, 2022
On the Importance of Difficulty Calibration in Membership Inference Attacks
Graham Cormode, Alex Sablayrolles, Chuan Guo, Lauren Watson
April 25, 2022
December 06, 2021
INTEGRITY
CORE MACHINE LEARNING
BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining
Weizhe Hua, Yichi Zhang, Chuan Guo, Zhiru Zhang, Edward Suh
December 06, 2021
October 20, 2021
Gradient-based Adversarial Attacks against Text Transformers
Alexandre Sablayrolles, Chuan Guo, Douwe Kiela, Hervé Jegou
October 20, 2021
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