Yuan Tian

Pragmatic Automated Code Transformation Leveraging Large Language Models

Principal investigators: Tian, Yuan Y

Keywords: automated code transformation; automated software engineering; code migration; code refacotring; large language models; mining software repositories

An Experimental Platform to Comparatively Evaluate Large Pre-trained Models on SE Tasks

Principal investigators: Tian, Yuan

Keywords: Automated Software Engineering; Evaluation and Selection of Large Pre-trained Models; Experimental Platform; Large Pre-trained Model Reuse; Maintenance of Large Language Models in Production; Pre-trained Models for Code; Responsible AI

Towards reliable smart home ecosystems

Principal investigators: Yang, Jinqiu J

Keywords: internet of things; smart home ecosystem; software dependability; software engineering; software evolution; software reliability; software security; software testing

CREATE Training Program in Medical Informatics: Preparing Canada's Workforce for Health Data of Tomorrow

Principal investigators: Mousavi, Parvin P

Keywords: artificial intelligence; computer-aided interventions; data science; decision making in digital health; democratization of ai for health; digital health; imaging informatics; machine learning; medical image and signal procession; medical informatics

Reliable and Explainable Recommender Systems for Efficient Software Development

Principal investigators: Tian, Yuan

Keywords: recommendation systems for software engineering (rsses); mining software repositories; explainable artificial intelligence; reliable recommender systems; context-aware systems; knowledge representation and reasoning; software development; automated software engineering; adaptive recommender systems

Reliable and Explainable Recommender Systems for Efficient Software Development

Principal investigators: Tian, Yuan