1.2k citations · 5k across the 41 of their papers we have counts for
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3 papers · 1 filter
cs.CL2016★ 35 cited
Latent Attention For If-Then Program Synthesis
Xinyun Chen, Chang Liu, Richard Shin +2
Automatic translation from natural language descriptions into programs is a longstanding challenging problem. In this work, we consider a simple yet important sub-problem: translat…
cs.LG2016★ 822 cited
Delving into Transferable Adversarial Examples and Black-box Attacks
Yanpei Liu, Xinyun Chen, Chang Liu +1
An intriguing property of deep neural networks is the existence of adversarial examples, which can transfer among different architectures. These transferable adversarial examples m…
cs.GT2016★ 22 cited
A General Retraining Framework for Scalable Adversarial Classification
Bo Li, Yevgeniy Vorobeychik, Xinyun Chen
Traditional classification algorithms assume that training and test data come from similar distributions. This assumption is violated in adversarial settings, where malicious actor…