Professor Shaolei Ren received a National Science Foundation grant to study automated design of deep neural networks (DNNs) for edge inference. Edge devices, such as mobile phones, drones and robots, have been emerging as an increasingly more important platform for DNN inference. But, designing an optimal DNN model for maximizing the users' quality of experience...