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LLM-Enhanced User-Item Interactions: Leveraging Edge Information for
  Optimized Recommendations

LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

14 February 2024
Xinyuan Wang
Liang Wu
Liangjie Hong
Hao Liu
Yanjie Fu
ArXivPDFHTML

Papers citing "LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations"

5 / 5 papers shown
Title
Multi-agents based User Values Mining for Recommendation
Multi-agents based User Values Mining for Recommendation
L. Chen
Wei Yuan
Tong Chen
Xiangyu Zhao
Nguyen Quoc Viet Hung
Hongzhi Yin
OffRL
37
0
0
02 May 2025
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
Nanxu Gong
Xinyuan Wang
Wangyang Ying
Haoyue Bai
Sixun Dong
Haifeng Chen
Yanjie Fu
LLMAG
60
0
0
30 Apr 2025
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems
Minhye Jeon
Seokho Ahn
Young-Duk Seo
33
1
0
28 Dec 2024
When Search Engine Services meet Large Language Models: Visions and
  Challenges
When Search Engine Services meet Large Language Models: Visions and Challenges
Haoyi Xiong
Jiang Bian
Yuchen Li
Xuhong Li
Mengnan Du
Shuaiqiang Wang
Dawei Yin
Sumi Helal
43
28
0
28 Jun 2024
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender
  System
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System
Yunfan Gao
Tao Sheng
Youlin Xiang
Yun Xiong
Haofen Wang
Jiawei Zhang
RALM
KELM
113
242
0
25 Mar 2023
1