Chao Yan

Popularity Bias in Correlation Graph-based API Recommendation for Mashup Creation

2024 · ACM Transactions on Intelligent Systems and Technology

The explosive growth of the Application Programming Interfaces (APIs) economy in recent years has led to a dramatic increase in available APIs. Mashup development, a dominant approach for creating data-centric applications based on APIs, has …

AD-Aligning: Emulating Human-Like Generalization for Cognitive Domain Adaptation in Deep Learning

2024

Domain adaptation is pivotal for enabling deep learning models to generalize across diverse domains, a task complicated by variations in presentation and cognitive nuances. In this paper, we introduce AD-Aligning, a novel approach that combines …