Are Human-generated Demonstrations Necessary for In-context Learning?

Dr. Rui Li has an educational background in chemical and robotic engineering. He has professional experience in the telecommunication and medical industries. He has a few medical devices being used for human trials at the Center for Clinical Oncology, National Institute of …

Rui Li, an assistant professor in RIT’s Ph.D. program in computing and information sciences, received a NSF Faculty Early Career Development (CAREER) Award and grant to develop machine intelligence that can actually grow when given new information.

‪University of Science and Technology of China‬ - ‪‪Cited by 15,147‬‬ - ‪Atmospheric Science‬

My research interests lie in trans-disciplinary applications of deep learning methods, especially for image processing, computer vision and renewable energy.

I am currently an Assistant Professor (Distinguished Associate Professor) in the School of Data Science, Qingdao University of Science and Technology (QUST), China.

I am a final year Ph.D. student at Aalto University supervised by Prof Arno Solin. I specialize in uncertainty quantification, Bayesian methods, and few-shot learning. My work has been published on top venues like ICML, ICLR, WACV, and NeurIPS workshops. View My CV. Rui Li, Marcus Klasson, Arno Solin, Martin Trapp.

My recent projects are at three aspects: 1) satellite remote sensing land surface under all weather conditions; 2) latent heating released from precipitation and 3) cloud-aerosol interactions.

Rui Li, Ph.D., is a data scientist at the Center for TEAM-AI. She finished her Ph.D. in Computer Science, McWilliams School of Biomedical Informatics, Center for Translational AI Excellence and Applications in Medicine.

Reshaping healthcare with wearable biosensors. Sci. Rep. 13, 4998 (2023) R Li, P Lu, CK Fairley, JA Pagán, W Hu, Q Yang, G Zhuang, M Shen, Y Li, ...