4 papers
Research on the Design of a Short Video Recommendation System Based on Multimodal Information and Differential Privacy
Haowei Yang, Lei Fu, Qingyi Lu +3
With the rapid development of short video platforms, recommendation systems have become key technologies for improving user experience and enhancing platform engagement. However, w…
Optimization and Scalability of Collaborative Filtering Algorithms in Large Language Models
Haowei Yang, Longfei Yun, Jinghan Cao +2
With the rapid development of large language models (LLMs) and the growing demand for personalized content, recommendation systems have become critical in enhancing user experience…
Enhanced Recommendation Combining Collaborative Filtering and Large Language Models
Xueting Lin, Zhan Cheng, Longfei Yun +2
With the advent of the information explosion era, the importance of recommendation systems in various applications is increasingly significant. Traditional collaborative filtering…
Multi-modal clothing recommendation model based on large model and VAE enhancement
Bingjie Huang, Qingyi Lu, Shuaishuai Huang +2
Accurately recommending products has long been a subject requiring in-depth research. This study proposes a multimodal paradigm for clothing recommendations. Specifically, it desig…