Xinyuan is currently a fifth year Ph.D. candidate in the Integrative Sciences and Engineering Program (ISEP) at NUS Graduate School. She is also affiliated in School of Computing at National University of Singapore. She is currently the member of Web Information Retrieval / Natural Language Processing Group (WING) and uner supervision of associate professor Dr. Min-yen Kan. Her primary research interest lies in Natural Language Processing, with a specific focus on Scientific Fact-Checking and Table Reasoning.