E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation

5 December 2023

Xinhang Li

Papers citing "E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation"

23 / 23 papers shown

Title
Prompt-Based LLMs for Position Bias-Aware Reranking in Personalized Recommendations Md Aminul Islam Ahmed Sayeed Faruk 51 0 0 08 May 2025
Generative Recommendation with Continuous-Token Diffusion Haohao Qu Wenqi Fan Shanru Lin DiffM 92 0 0 16 Apr 2025
Large Language Model Distilling Medication Recommendation Model Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Zijian Zhang Feng Tian Yefeng Zheng LM&MA 94 16 0 28 Jan 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 79 18 0 17 Jan 2025
Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization Guanghan Li Xun Zhang Yufei Zhang Yifan Yin Guojun Yin Wei Lin 64 2 0 18 Dec 2024
GOT4Rec: Graph of Thoughts for Sequential Recommendation Zewen Long Liang Wang Shu Wu Qiang Liu Liang Wang 97 1 0 22 Nov 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 57 1 0 17 Oct 2024
CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation Yuting Liu Jinghao Zhang Yizhou Dang Yuliang Liang Qiang Liu Guibing Guo Jianzhe Zhao Xingwei Wang 23 2 0 20 Aug 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong Jiancan Wu An Zhang Leheng Sheng Hui Lin Xiang Wang Xiangnan He AI4TS 53 5 0 19 Aug 2024
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation Yuyang Ye Zhi Zheng Yishan Shen Tianshu Wang Hengruo Zhang Peijun Zhu Runlong Yu Kai Zhang Hui Xiong 42 7 0 19 Aug 2024
Collaborative Cross-modal Fusion with Large Language Model for Recommendation Zhongzhou Liu Hao Zhang Kuicai Dong Yuan Fang 24 5 0 16 Aug 2024
Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation Jiachen Zhu Jianghao Lin Xinyi Dai Bo Chen Rong Shan Jieming Zhu Ruiming Tang Yong Yu Weinan Zhang OffRL 43 3 0 07 Aug 2024
Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item Qidong Liu Xian Wu Xiangyu Zhao Yejing Wang Zijian Zhang Feng Tian Yefeng Zheng 40 11 0 31 May 2024
Make Large Language Model a Better Ranker Wenshuo Chao Zhi Zheng Hengshu Zhu Hao Liu ALM 28 7 0 28 Mar 2024
Towards Efficient and Effective Unlearning of Large Language Models for Recommendation Hangyu Wang Jianghao Lin Bo Chen Yang Yang Ruiming Tang Weinan Zhang Yong Yu MU 36 9 0 06 Mar 2024
Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation Shutong Qiao Chen Gao Junhao Wen Wei Zhou Qun Luo Peixuan Chen Yong Li 32 1 0 21 Feb 2024
Stealthy Attack on Large Language Model based Recommendation Jinghao Zhang Yuting Liu Qiang Liu Shu Wu Guibing Guo Liang Wang 29 13 0 18 Feb 2024
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review A. Vats Vinija Jain Rahul Raja Aman Chadha LRM 28 13 0 11 Feb 2024
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion Pengyue Jia Yiding Liu Xiangyu Zhao Xiaopeng Li Changying Hao Shuaiqiang Wang Dawei Yin 23 16 0 29 Oct 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 30 196 0 09 Jun 2023
A Survey on Large Language Models for Recommendation Likang Wu Zhilan Zheng Zhaopeng Qiu Hao Wang Hongchao Gu ... Chen Zhu Hengshu Zhu Qi Liu Hui Xiong Enhong Chen 39 358 0 31 May 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 129 265 0 25 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022