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The Dark Side of Dynamic Routing Neural Networks: Towards Efficiency Backdoor Injection

Dynamic Transformers Provide a False Sense of Efficiency

An Empirical Analysis of Compatibility Issues for Industrial Mobile Games

DeepPerform: An Efficient Approach for Performance Testing of Resource-Constrained Neural Networks

TestAug: A Framework for Augmenting Capability-based NLP Tests

NMTSloth: Understanding and Testing Efficiency Degradation of Neural Machine Translation Systems

Learning to Reverse DNNs from AI Programs Automatically

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models

CorrGAN:Input Transformation Technique Against Natural Corruptions.

EREBA: Black-box Energy Testing of Adaptive Neural Networks