Research Assistant Professor Department of Computer Science and Engineering
My primary research interests are in the fields of deep neural network simplification and algorithm acceleration, which relate to the real applications of artificial intelligence. My research focuses on the optimization of artificial intelligent methods like deep neural networks, heuristic search processes with respect to the characteristic of target devices. The efficient issue is also crucial for artificial intelligence methods in real applications. My research heavily focuses on the algorithm design for practical requirements, which always emphasizes developing workable, reproducible, and robust algorithms that meet the requirements that come from industrial scenarios.
Deep Neural Network Compression