First author Canyu Chen led a multi-institution research team in developing a scalable approach to training AI agents without sacrificing users’ data privacy.

Abstract: Medical image analysis plays key role in computer-aided diagnosis, where segmentation and classification are essential and interconnected tasks. While multi-task learning (MTL) has been ...

To fill the talent gap, CS majors could be taught to design hardware, and the EE curriculum could be adapted or even shortened.

It’s a familiar moment in math class—students are asked to solve a problem, and some jump in confidently while others freeze, unsure where to begin. When students don’t yet have a clear mental model ...

Abstract: Task Arithmetic is a novel approach that enables efficient fine-tuning of pre-trained models by manipulating weight spaces through arithmetic operations, such as addition and subtraction, ...