Mingze Li is a male master’s student from Baoding, Hebei Province. He received his bachelor’s degree from Northwestern Polytechnical University, where he was awarded the Huawei Special Scholarship and other honors. He is currently a member of Prof. Xiangnan He’s research group at the University of Science and Technology of China, under the joint supervision of Prof. Xiangnan He and Postdoctoral Fellow Yan Meng. His research focuses on personalized memory in large language models.