Xiuying Chen received her B.S. degree in Computer Science from Wuhan University in 2018, followed by a Master's degree from Wangxuan Institute of Computer Technology at Peking University. She is currently a Ph.D. student at King Abdullah University of Science and Technology (KAUST), focusing on improving accuracy, robustness, and trustworthiness of Text Generation. She is also interested in interdisciplinary research, such as in applying large language models within healthcare and scientific discovery. She has made significant contributions with over 40 papers published in top-tier conferences like ACL, NeurIPS, ICLR, and SIGIR, being the first author in over 20 of these publications. Her methods are applied in systems like Taobao and Alipay, showcasing real-world impact. She serves as a reviewer for international academic conferences.