Dr. Wei Yang has received $527,130 from the National Science Foundation for his research CAREER: Enhancing Deep-Learning-based Code Analyses via Human Intelligence. The broad goal of this proposal is to design a general framework that improves deep-learning models’ handling of input programs by incorporating human intelligence. Specifically, two main issues are faced by existing deep-learning models in handling code data: (1) lack of understanding about inherent nature of code data, and (2) lack of domain-specific knowledge of software-engineering tasks.