Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding

19 September 2018

Papers citing "Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding"

50 / 143 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 58 0 0 12 May 2025
M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation Qianru Zhang Liang Qu Honggang Wen Dong Huang S. Yiu Nguyen Quoc Viet Hung Hongzhi Yin Mamba 32 0 0 07 May 2025
A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation Zhikai Wang Yanyan Shen AI4TS 33 0 0 30 Apr 2025
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings Guoqing Hu An Zhang Shuo Liu Zhibo Cai Xun Yang Xuben Wang 34 0 0 27 Apr 2025
FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation Guoquan Wang Qiang Luo Weisong Hu Pengfei Yao Wencong Zeng Guorui Zhou Kun Gai AI4TS 56 0 0 23 Apr 2025
Slow Thinking for Sequential Recommendation Junjie Zhang Beichen Zhang Wenqi Sun Hongyu Lu Wayne Xin Zhao Yu Chen Ji-Rong Wen OffRL LRM 39 0 0 13 Apr 2025
AdaptRec: A Self-Adaptive Framework for Sequential Recommendations with Large Language Models Tong Zhang 29 0 0 06 Apr 2025
Pre-training Generative Recommender with Multi-Identifier Item Tokenization Bowen Zheng Enze Liu Z. Chen Zhongrui Ma Yue Wang Wayne Xin Zhao Ji-Rong Wen 38 0 0 06 Apr 2025
Universal Item Tokenization for Transferable Generative Recommendation Bowen Zheng Hongyu Lu Yu Chen Wayne Xin Zhao Ji-Rong Wen 33 0 0 06 Apr 2025
Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation Zhiyu He Zhixin Ling Jiayu Li Zhiqiang Guo Weizhi Ma Xinchen Luo Min Zhang G. Zhou 33 0 0 05 Apr 2025
Filtering with Time-frequency Analysis: An Adaptive and Lightweight Model for Sequential Recommender Systems Based on Discrete Wavelet Transform Sheng Lu Mingxi Ge Jiuyi Zhang Wanli Zhu Guanjin Li Fangming Gu AI4TS 58 0 0 30 Mar 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Jiakai Tang Sunhao Dai Teng Shi Jun Xu X. Chen Wen Chen Wu Jian Yuning Jiang LRM 72 5 0 28 Mar 2025
Recommendation System in Advertising and Streaming Media: Unsupervised Data Enhancement Sequence Suggestions Kowei Shih Yi Han Li Tan 39 0 0 23 Mar 2025
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation Yuqi Sun Qiang Liu Haiping Zhu Feng Tian 60 0 0 16 Mar 2025
Unsupervised Graph Embeddings for Session-based Recommendation with Item Features Andreas Peintner Marta Moscati Emilia Parada-Cabaleiro Markus Schedl Eva Zangerle GNN 99 2 0 13 Mar 2025
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation Ziqiang Cui Yunpeng Weng Xing Tang Xiaokun Zhang Dugang Liu ... Peiyang Liu Bowei He Weihong Luo Xiuqiang He Chen Ma AI4TS 85 0 0 06 Mar 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
One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems Zuoli Tang Zhaoxin Huan Zihao Li Xiaolu Zhang Jun Hu Chilin Fu Jun Zhou Lixin Zou Chenliang Li 61 15 0 20 Feb 2025
SS4Rec: Continuous-Time Sequential Recommendation with State Space Models Wei Xiao Huiying Wang Qifeng Zhou 59 0 0 12 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 100 2 0 05 Feb 2025
AdaF^2M^2: Comprehensive Learning and Responsive Leveraging Features in Recommendation System Yongchun Zhu Jingwu Chen Ling Chen Yongqian Li Feng Zhang Xiao Yang Zuotao Liu 44 0 0 28 Jan 2025
ABXI: Invariant Interest Adaptation for Task-Guided Cross-Domain Sequential Recommendation Qingtian Bian Marcus Vinícius de Carvalho Tieying Li Jiaxing Xu Hui Fang Litong Feng 43 0 0 25 Jan 2025
SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation Haohao Qu Yifeng Zhang Liangbo Ning Wenqi Fan Qing Li Mamba 102 7 0 17 Jan 2025
Style4Rec: Enhancing Transformer-based E-commerce Recommendation Systems with Style and Shopping Cart Information Berke Ugurlu Ming-Yi Hong Che Lin 51 0 0 17 Jan 2025
AutoSAM: Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems H. Zhang Mingyue Cheng Qi Liu Ziqiang Liu Junzhe Jiang Enhong Chen AI4TS 55 3 0 03 Jan 2025
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation Chuan He Yongchao Liu Qiang Li Weiqiang Wang Xin Fu Xinyi Fu Chuntao Hong Xinwei Yao 23 0 0 31 Dec 2024
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation Shuyuan Zhao Wei Chen Boyan Shi Liyong Zhou Shuohao Lin Huaiyu Wan 86 0 0 21 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 85 1 0 16 Dec 2024
Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation Mingrui Liu Sixiao Zhang Cheng Long 33 0 0 03 Nov 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 57 1 0 17 Oct 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
Revisiting Synthetic Human Trajectories: Imitative Generation and Benchmarks Beyond Datasaurus Bangchao Deng Xin Jing Tianyue Yang Bingqing Qu Dingqi Yang Philippe Cudre-Mauroux 34 0 0 20 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
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
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
Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity H. Chung Jungtaek Kim Hyungeun Jo Hyungwon Choi 41 0 0 01 Aug 2024
Efficient User Sequence Learning for Online Services via Compressed Graph Neural Networks Yucheng Wu Liyue Chen Yu Cheng Shuai Chen Jinyu Xu Leye Wang GNN 32 0 0 05 Jun 2024
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Alejo López-Ávila Jinhua Du Abbas Shimary Ze Li 38 1 0 16 May 2024
Contrastive Learning Method for Sequential Recommendation based on Multi-Intention Disentanglement Zeyu Hu Yuzhi Xiao Tao Huang Xuanrong Huo DRL 39 0 0 28 Apr 2024
Can Small Language Models be Good Reasoners for Sequential Recommendation? Yuling Wang Changxin Tian Binbin Hu Yanhua Yu Ziqi Liu Qing Cui Jun Zhou Liang Pang Xiao Wang LRM 48 24 0 07 Mar 2024
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation Jiajie Su Chaochao Chen Zibin Lin Xi Li Weiming Liu Xiaolin Zheng 38 23 0 22 Feb 2024
On the Effectiveness of Unlearning in Session-Based Recommendation Xin Xin Liu Yang Ziqi Zhao Pengjie Ren Zhumin Chen Jun Ma Zhaochun Ren MU 29 2 0 22 Dec 2023
A General Offline Reinforcement Learning Framework for Interactive Recommendation Teng Xiao Donglin Wang OffRL 34 73 0 01 Oct 2023
Diffusion Augmentation for Sequential Recommendation Qidong Liu Fan Yan Xiangyu Zhao Zhaochen Du Huifeng Guo Ruiming Tang Feng Tian 24 36 0 22 Sep 2023
Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation Pavan Seshadri Peter Knees 20 5 0 20 Sep 2023
CPMR: Context-Aware Incremental Sequential Recommendation with Pseudo-Multi-Task Learning Qingtian Bian Jiaxing Xu Hui Fang Yiping Ke 18 7 0 09 Sep 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Jianghao Lin Rongjie Shan Chenxu Zhu Kounianhua Du Bo Chen Shigang Quan Ruiming Tang Yong Yu Weinan Zhang LRM 37 78 0 22 Aug 2023
Masked and Swapped Sequence Modeling for Next Novel Basket Recommendation in Grocery Shopping Ming Li Mozhdeh Ariannezhad Andrew Yates Maarten de Rijke 23 13 0 02 Aug 2023
G-STO: Sequential Main Shopping Intention Detection via Graph-Regularized Stochastic Transformer Yuchen Zhuang Xin Shen Yan Zhao Chaosheng Dong Ming Wang Jin Li Chao Zhang AI4TS 34 3 0 25 Jun 2023