Across industries, recommendation systems are evolving from pointwise architectures (focusing on per user activity) toward generative sequential architectures (building on a user's past activity ...
Abstract: With the rapid development of the social networks, Collaborative Filtering (CF)-based recommender systems have been increasingly prevalent and become widely accepted by users. The CF-based ...
This paper presents a model-agnostic framework, XRec, that integrates the graph-based collaborative filtering framework with Large Language Models (LLMs) to generate comprehensive explanations for ...
Abstract: Software risk detection is a critical aspect of ensuring software security and reliability. However, challenges remain in effectively capturing complex structural and semantic relationships ...
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