CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space

23 April 2022

Papers citing "CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space"

31 / 31 papers shown

Title
Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation Jiacheng Li Yangtao Zhou Zhifu Zhao Qinglan Huang Jian Qi Xiao He Hua Chu Fu Li DiffM MedIm 55 0 0 12 May 2025
One Search Fits All: Pareto-Optimal Eco-Friendly Model Selection Filippo Betello Antonio Purificato Vittoria Vineis Gabriele Tolomei Fabrizio Silvestri 43 0 0 02 May 2025
Linear Item-Item Model with Neural Knowledge for Session-based Recommendation Minjin Choi Sunkyung Lee Seongmin Park Jongwuk Lee KELM 45 0 0 21 Apr 2025
Improving Sequential Recommenders through Counterfactual Augmentation of System Exposure Ziqi Zhao Zhaochun Ren Jiyuan Yang Zuming Yan Zihan Wang Liu Yang Pengjie Ren Zhumin Chen Maarten de Rijke Xin Xin CML 37 0 0 18 Apr 2025
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation Jiajie Su Qiyong Zhong Yunshan Ma Weiming Liu Chaochao Chen Xiaolin Zheng Jianwei Yin Tat-Seng Chua 38 0 0 13 Apr 2025
UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering L. Liu Shilei Liu Yujin Yuan Yuhang Zhang Bencheng Yan ... Di Wang Wenbo Su Pengjie Wang Jian Xu Bo Zheng 51 1 0 26 Feb 2025
SPGL: Enhancing Session-based Recommendation with Single Positive Graph Learning Tiantian Liang Zhe Yang 83 0 0 16 Dec 2024
Intention Knowledge Graph Construction for User Intention Relation Modeling Jiaxin Bai Zekun Wang Junfei Cheng Dan Yu Zerui Huang ... Xin Liu Chen Luo Yanming Zhu Bo Li Yangqiu Song 79 1 0 16 Dec 2024
Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation Mingrui Liu Sixiao Zhang Cheng Long 31 0 0 03 Nov 2024
Sequential LLM Framework for Fashion Recommendation Han Liu Xianfeng Tang Tianlang Chen Jiapeng Liu Indu Indu ... Roberto Fernandez Galan Michael D Porter Dongmei Jia Ning Zhang Lian Xiong AI4TS 35 1 0 15 Oct 2024
Item Cluster-aware Prompt Learning for Session-based Recommendation Wooseong Yang Chen Wang Zihe Song Weizhi Zhang Philip S. Yu VLM 15 0 0 07 Oct 2024
Measuring Recency Bias In Sequential Recommendation Systems Jeonglyul Oh Sungzoon Cho 23 0 0 15 Sep 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
ELASTIC: Efficient Linear Attention for Sequential Interest Compression Jiaxin Deng Shiyao Wang Song Lu Yinfeng Li Xinchen Luo Yuanjun Liu Peixing Xu Guorui Zhou 44 0 0 18 Aug 2024
Make Large Language Model a Better Ranker Wenshuo Chao Zhi Zheng Hengshu Zhu Hao Liu ALM 28 7 0 28 Mar 2024
EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention Zhen Tian Wayne Xin Zhao Changwang Zhang Xin Zhao Zhongrui Ma Ji-Rong Wen 22 2 0 26 Mar 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
Personalized Programming Guidance based on Deep Programming Learning Style Capturing Yingfan Liu Renyu Zhu Ming Gao 17 1 0 20 Feb 2024
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation Juanhui Li Haoyu Han Zhikai Chen Harry Shomer Wei Jin Amin Javari Jiliang Tang 36 1 0 14 Feb 2024
Performance Comparison of Session-based Recommendation Algorithms based on GNNs Faisal Shehzad Dietmar Jannach 16 2 0 27 Dec 2023
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns Xin Liu Zheng Li Yifan Gao Jingfeng Yang Tianyu Cao Zhengyang Wang Bing Yin Yangqiu Song AI4TS 32 11 0 23 Dec 2023
Large Language Models for Intent-Driven Session Recommendations Zhu Sun Hongyang Liu Xinghua Qu Kaidong Feng Yan Wang Yew-Soon Ong LRM 13 25 0 07 Dec 2023
Which Matters Most in Making Fund Investment Decisions? A Multi-granularity Graph Disentangled Learning Framework Chunjing Gan Binbin Hu Bo Huang Tianyu Zhao Yingru Lin Wenliang Zhong Qing Cui Jun Zhou Chuan Shi 24 1 0 23 Nov 2023
Cracking the Code of Negative Transfer: A Cooperative Game Theoretic Approach for Cross-Domain Sequential Recommendation Chung Park Taesan Kim Taekyoon Choi Junui Hong Yelim Yu ... Kyunam Lee Sungil Ryu Hyungjun Yoon Minsung Choi Jaegul Choo 11 9 0 22 Nov 2023
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation Wei Jin Haitao Mao Zheng Li Haoming Jiang Cheng-hsin Luo ... Suhang Wang Yizhou Sun Jiliang Tang Bing Yin Xianfeng Tang AI4TS 44 37 0 19 Jul 2023
When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation Zihua Si ZhongXiang Sun Xiao Zhang Jun Xu Xiaoxue Zang Yang Song Kun Gai Jirong Wen AI4TS 29 20 0 18 May 2023
Large Language Models are Zero-Shot Rankers for Recommender Systems Yupeng Hou Junjie Zhang Zihan Lin Hongyu Lu Ruobing Xie Julian McAuley Wayne Xin Zhao LRM ALM 22 299 0 15 May 2023
COUPA: An Industrial Recommender System for Online to Offline Service Platforms Sicong Xie Binbin Hu Feng Li Ziqi Liu Qing Cui Wenliang Zhong Jun Zhou 16 0 0 25 Apr 2023
Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders Yupeng Hou Zhankui He Julian McAuley Wayne Xin Zhao 68 124 0 22 Oct 2022
Towards Universal Sequence Representation Learning for Recommender Systems Yupeng Hou Shanlei Mu Wayne Xin Zhao Yaliang Li Bolin Ding Ji-Rong Wen AI4TS 19 198 0 13 Jun 2022
Filter-enhanced MLP is All You Need for Sequential Recommendation Kun Zhou Hui Yu Wayne Xin Zhao Ji-Rong Wen 85 253 0 28 Feb 2022