معرفی
Lifang He is an Associate Professor in the Department of Computer Science & Engineering at Lehigh University. She holds a B.S. in Computational Mathematics from Northwest Normal University and a Ph.D. in Computer Science from South China University of Technology. Prior to joining Lehigh, she was a postdoctoral researcher at the University of Pennsylvania’s Perelman School of Medicine and Weill Cornell Medical College.
Her research focuses on machine learning/deep learning, data mining, tensor analysis, and biomedical informatics. Notable projects include developing BiomedGPT, an AI model for real-time patient-focused insights, and contributions to structural brain imaging analysis and rare event prediction in materials science. Her work bridges computational methods with healthcare applications, emphasizing multi-modal data fusion and federated learning in medical contexts.
Recent publications span topics like self-paced learning for sign language recognition, graph-based brain network analysis, and efficient large language models. She actively participates in symposiums on AI in healthcare and has collaborated on initiatives like the Mountaintop Campus’ interdisciplinary projects.
