Hi 👋, I'm a postdoctoral research fellow in the Computational Health Informatics Program, Boston Children’s Hospital (BCH), Harvard Medical School (HMS), working on foundation models in health under the guidance of Timothy Miller, PhD and William La Cava, PhD.
My current research focuses on multi-modal foundation models for cardiology medical records. I'm also affiliated with the Congenital Heart Artificial Intelligence (CHAI) Lab, BCH, collaborating with Joshua Mayourian, MD, PhD on buliding AI tools specific for pediatric and congenital heart care.
Prior to this, I received my PhD from University of Chinese Academy of Sciences (UCAS), supervised by Prof. Jintao Li and Prof. Juan Cao. My doctoral research concentrated on robust AI, with additional experience in dialogue systems gained during a research visit at National University of Singapore (NUS) under the guidance of Prof. Tat-Seng Chua.
Selected Publications
View All →Robust AI-ECG for Predicting Left Ventricular Systolic Dysfunction in Pediatric Congenital Heart Disease
Yuting Yang, Lorenzo Peracchio, Joshua Mayourian, John K Triedman, Timothy Miller, William G La Cava
Machine Learning for Health Symposium
PAD: A robustness enhancement ensemble method via promoting attention diversity
Yuting Yang, Pei Huang, Feifei Ma, Juan Cao, Jintao Li
Proceedings of the Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)
A prompt-based approach to adversarial example generation and robustness enhancement
Yuting Yang, Pei Huang, Juan Cao, Jintao Li, Yun Lin, Feifei Ma
Frontiers of Computer Science
A dual prompt learning framework for few-shot dialogue state tracking
Yuting Yang, Wenqiang Lei, Pei Huang, Juan Cao, Jintao Li, Tat-Seng Chua
Proceedings of the ACM web conference