Chenlong Deng is currently a Ph.D. student at the Gaoling School of Artificial Intelligence, Renmin University of China, under the supervision of Prof. Zhicheng Dou. He received his bachelor’s degree from Renmin University of China in 2018. His research interests mainly focus on efficient long context models and large language models for information retrieval.