Yinuo Chen is currently pursuing his bachelor’s degree in Big Data Management and Application at South China University of Technology (SCUT), Guangzhou, China. He is also serving as a Research Assistant at The Hong Kong University of Science and Technology (Guangzhou). His research interests include long-horizon robotic tasks, robot navigation, world models, and multimodal large language models.