Exploring User Retrieval Integration towards Large Language Models for
Cross-Domain Sequential Recommendation

Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation

5 June 2024

Hao Wang

Papers citing "Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation"

16 / 16 papers shown

Title
Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation Qidong Liu Xiangyu Zhao Yejing Wang Zijian Zhang Howard Zhong Chong Chen X. Li Wei Huang Feng Tian AI4TS 17 0 0 25 Apr 2025
A Convex Formulation of Game-theoretic Hierarchical Routing Dong Ho Lee Kaitlyn Donnel Max Z. Li David Fridovich-Keil 53 0 0 18 Mar 2025
A Universal Framework for Compressing Embeddings in CTR Prediction Kefan Wang Hao Wang Kenan Song Wei Guo Kai Cheng Z. Li Y. Liu Defu Lian Enhong Chen 54 1 0 24 Feb 2025
Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation Hao Wang Wei Guo L. Zhang Jin Yao Chin Yufei Ye Huifeng Guo Y. Liu Defu Lian Ruiming Tang Enhong Chen 53 1 0 20 Feb 2025
$FuXi-$\alpha$: Scaling Recommendation Model with Feature Interaction Enhanced Transformer$ FuXi- $\alpha$ : Scaling Recommendation Model with Feature Interaction Enhanced Transformer Yufei Ye Wei Guo Jin Yao Chin Hao Wang Hong Zhu ... Yuyang Ye Y. Liu Ruiming Tang Defu Lian Enhong Chen 83 2 0 05 Feb 2025
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction Xiang Xu Hao Wang Wei Guo L. Zhang Wanshan Yang R. Yu Y. Liu Defu Lian Enhong Chen 31 5 0 22 Nov 2024
MDAP: A Multi-view Disentangled and Adaptive Preference Learning Framework for Cross-Domain Recommendation Junxiong Tong Mingjia Yin Hao Wang Qiushi Pan Defu Lian Enhong Chen 22 2 0 08 Oct 2024
ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models Yuqing Huang Rongyang Zhang X. He Xuyang Zhi Hao Wang ... Guoping Hu Guiquan Liu Qi Liu Defu Lian Enhong Chen ELM 18 4 0 21 Sep 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 24 9 0 30 Aug 2024
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation Hao Wang Yongqiang Han Kefan Wang Kai Cheng Zhen Wang Wei Guo Yong Liu Defu Lian Enhong Chen 20 2 0 21 Aug 2024
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation Mingjia Yin Hao Wang Wei Guo Yong Liu Zhi Li Sirui Zhao Defu Lian Enhong Chen 23 7 0 21 May 2024
A Survey on Large Language Models for Personalized and Explainable Recommendations Junyi Chen LRM 114 12 0 21 Nov 2023
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation Mingjia Yin Hao Wang Xiang Xu Likang Wu Sirui Zhao Wei Guo Yong Liu Ruiming Tang Defu Lian Enhong Chen LMTD AI4TS HAI 35 25 0 06 Nov 2023
An Unified Search and Recommendation Foundation Model for Cold-Start Scenario Yuqi Gong Xichen Ding Yehui Su Kaiming Shen Zhongyi Liu Guannan Zhang LRM 78 24 0 16 Sep 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 107 242 0 25 Mar 2023
GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation Yongqiang Han Likang Wu Hao Wang Guifeng Wang Mengdi Zhang Zhi Li Defu Lian Enhong Chen 25 24 0 01 Mar 2023