Decoupled Side Information Fusion for Sequential Recommendation

23 April 2022

Papers citing "Decoupled Side Information Fusion for Sequential Recommendation"

22 / 22 papers shown

Title
Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems Kibum Kim Sein Kim Hongseok Kang Jiwan Kim Heewoong Noh Yeonjun In Kanghoon Yoon Jinoh Oh Chanyoung Park 64 0 0 08 Mar 2025
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion Dong Hyun Jeon Wenbo Sun H. Song Dongfang Liu Velasquez Alvaro Yixin Xie Shuteng Niu 42 0 0 07 Jan 2025
Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation Chengkai Huang Shoujin Wang Xianzhi Wang Lina Yao 57 6 0 30 Oct 2024
Modeling and Analyzing the Influence of Non-Item Pages on Sequential Next-Item Prediction Elisabeth Fischer Albin Zehe Andreas Hotho Daniel Schlor HAI 26 0 0 28 Aug 2024
A GNN Model with Adaptive Weights for Session-Based Recommendation Systems Begüm Özbay Dr. Resul Tugay Prof. Dr. Şule Gündüz Öğüdücü 16 0 0 09 Aug 2024
Robust Image Semantic Coding with Learnable CSI Fusion Masking over MIMO Fading Channels Bingyan Xie Yongpeng Wu Yuxuan Shi Wenjun Zhang Shuguang Cui Merouane Debbah 37 3 0 30 May 2024
Attention-based sequential recommendation system using multimodal data Hyungtaik Oh Wonkeun Jo Dongil Kim HAI 19 0 0 28 May 2024
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation Ziyan Wang Yingpeng Du Zhu Sun Haoyan Chua Kaidong Feng Wenya Wang Jie Zhang LRM KELM 31 5 0 25 Mar 2024
A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation Bowen Zheng Zihan Lin Enze Liu Chen Yang Enyang Bai Cheng Ling Wayne Xin Zhao Ji-Rong Wen 27 4 0 20 Mar 2024
BiVRec: Bidirectional View-based Multimodal Sequential Recommendation Jiaxi Hu Jingtong Gao Xiangyu Zhao Yuehong Hu Yuxuan Liang Yiqi Wang Ming He Zitao Liu Hongzhi Yin HAI 38 1 0 27 Feb 2024
Integrating Large Language Models with Graphical Session-Based Recommendation Naicheng Guo Hongwei Cheng Qianqiao Liang Lin Chen Bing Han 24 5 0 26 Feb 2024
Multiple Key-value Strategy in Recommendation Systems Incorporating Large Language Model Dui Wang Xiangyu Hou Xiaohui Yang Bo Zhang Renbing Chen Daiyue Xue KELM 12 3 0 25 Oct 2023
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases Zhenghao Liu Senkun Mei Chenyan Xiong Xiaohua Li Shi Yu Zhiyuan Liu Yu Gu Ge Yu 25 20 0 27 Aug 2023
LLMRec: Benchmarking Large Language Models on Recommendation Task Junling Liu Chao-Hong Liu Peilin Zhou Qichen Ye Dading Chong ... Yueqi Xie Yuwei Cao Shoujin Wang Chenyu You Philip S.Yu ALM LRM 33 32 0 23 Aug 2023
Temporal Interest Network for User Response Prediction Haolin Zhou Junwei Pan Xinyi Zhou Xihua Chen Jie Jiang Xiaofeng Gao Guihai Chen 25 8 0 15 Aug 2023
Knowledge Prompt-tuning for Sequential Recommendation Jian F. Zhai Xiawu Zheng Changjian Wang Hui Li Yonghong Tian VLM 25 23 0 14 Aug 2023
Deep Stable Multi-Interest Learning for Out-of-distribution Sequential Recommendation Qiang Liu Zhaocheng Liu Zhen Zhu Shu Wu Liang Wang OOD OODD 40 3 0 12 Apr 2023
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 58 30 0 22 Feb 2023
Feature-augmented Machine Reading Comprehension with Auxiliary Tasks Yifeng Xie 26 0 0 17 Nov 2022
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling Zuowu Zheng Xiaofeng Gao Junwei Pan Qicong Luo Guihai Chen Dapeng Liu Jie Jiang 20 5 0 27 Oct 2022
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer Zhiwei Liu Ziwei Fan Yu Wang Philip S. Yu 111 145 0 02 May 2021
A Simple and Effective Positional Encoding for Transformers Pu-Chin Chen Henry Tsai Srinadh Bhojanapalli Hyung Won Chung Yin-Wen Chang Chun-Sung Ferng 59 62 0 18 Apr 2021