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A Unified Framework for Multi-Domain CTR Prediction via Large Language Models
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Zichuan Fu, Xiangyang Li, Chuhan Wu, Yichao Wang, Kuicai Dong, Xiangyu Zhao, Mengchen Zhao, Huifeng Guo, Ruiming Tang
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43 |
5 |
1–33 |
2025 |
4.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Enhancing ID-based Recommendation with Large Language Models
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Lei Chen, Chen Gao, Xiaoyi Du, Hengliang Luo, Depeng Jin, Yong Li, Meng Wang
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43 |
5 |
1–30 |
2025 |
3.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems
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Zuoli Tang, Zhaoxin Huan, Zihao Li, Xiaolu Zhang, Jun Hu, Chilin Fu, Jun Zhou, Lixin Zou, Chenliang Li
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43 |
5 |
1–27 |
2025 |
4.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation
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Sichun Luo, Bowei He, Haohan Zhao, Wei Shao, Yanlin Qi, Yinya Huang, Aojun Zhou, Yuxuan Yao, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
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43 |
5 |
1–31 |
2025 |
5.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Denoising Heterogeneous Graph Pre-training Framework for Recommendation
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Lei Sang, Yu Wang, Yiwen Zhang, Xindong Wu
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43 |
5 |
1–31 |
2025 |
5.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
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Junjie Zhang, Ruobing Xie, Yupeng Hou, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
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43 |
5 |
1–37 |
2025 |
5.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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TCKT: Tree-Based Cross-domain Knowledge Transfer for Next POI Cold-Start Recommendation
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Xi He, Yilin Liu, Weikang He, Xin Xing, Xingyu Lu, Yanbing Liu
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43 |
5 |
1–31 |
2025 |
5.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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LLMCDSR: Enhancing Cross-Domain Sequential Recommendation with Large Language Models
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Haoran Xin, Ying Sun, Chao Wang, Hui Xiong
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43 |
5 |
1–33 |
2025 |
6.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Comprehend Then Predict: Prompting Large Language Models for Recommendation with Semantic and Collaborative Data
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Zhiang Dong, Liya Hu, Jingyuan Chen, Zhihua Wang, Fei Wu
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43 |
5 |
1–26 |
2025 |
4.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Fusing Predictive and Large Language Models for Actionable Recommendations in Creative Marketing
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Qi Yang, Aleksandr Farseev, Marlo Ongpin, Alfred Huang, Yu-Yi Chu-Farseeva, Da-Min You, Kirill Lepikhin, Sergey Nikolenko
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43 |
5 |
1–31 |
2025 |
5.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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