3 citations · 4 across the 4 of their papers we have counts for
4 papers · 1 filter
HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation
Junyi Chen, Lu Chi, Siliang Xu +3
AI-generated content technologies are widely used in content creation. However, current AIGC systems rely heavily on creators' inspiration, rarely generating truly user-personalize…
A Prompting-Based Representation Learning Method for Recommendation with Large Language Models
Junyi Chen, Toyotaro Suzumura
In recent years, Recommender Systems (RS) have witnessed a transformative shift with the advent of Large Language Models (LLMs) in the field of Natural Language Processing (NLP). M…
HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling
Junyi Chen, Lu Chi, Bingyue Peng +1
Large Language Models (LLMs) have achieved remarkable success in various fields, prompting several studies to explore their potential in recommendation systems. However, these atte…
A Survey on Large Language Models for Personalized and Explainable Recommendations
Junyi Chen
In recent years, Recommender Systems(RS) have witnessed a transformative shift with the advent of Large Language Models(LLMs) in the field of Natural Language Processing(NLP). Thes…