Tianyu Liu received her doctorate in pattern recognition and intelligent systems from the Xi'an University of Electronic Science and Technology and is now pursuing a level of degree in her major. She worked as a master supervisor at Shanghai Maritime University starting in 2017. Her research topics mainly include artificial intelligence, intelligent optimization algorithms, and machine learning.