Lingkai Zhang is currently pursuing an MPhil degree at The Hong Kong University of Science and Technology (Guangzhou). He received his bachelor’s degree in Electronic Information Engineering with First-Class Honours from Macau University of Science and Technology. He is an MPhil Student at PAIRS Lab, with research interests in long-term robot memory, world models, embodied intelligence, and multimodal perception.