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Mengying Lu

2 accepted papers

2025

Multi-Head Auto-Correlation Attention Networks for Session-based Social Recommendation

ICASSP 2025accepted

Session-based Social Recommendation (SSR) aims to improve next-item prediction by combining a user’s session activities with insights from their social networks. However, the brevity of sessions makes SSR models prone to noise, and many methods rely on complex Deep Neural Networks (DNNs), which ofte…

Cited by 0SourceScholar
2023

Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline

ACL 2023long

With the rapid growth of Massive Open Online Courses (MOOCs), it is expensive and time-consuming to extract high-quality knowledgeable concepts taught in the course by human effort to help learners grasp the essence of the course. In this paper, we propose to automatically extract course concepts us…