Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR
Prediction

Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction

20 May 2022

Papers citing "Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction"

18 / 18 papers shown

Title
Quadratic Interest Network for Multimodal Click-Through Rate Prediction Honghao Li Hanwei Li Jing Zhang Yi-hong Zhang Ziniu Yu Lei Sang Yiwen Zhang 59 0 0 24 Apr 2025
CHIME: A Compressive Framework for Holistic Interest Modeling Yong Bai Rui Xiang Kaiyuan Li Yongxiang Tang Yanhua Cheng Xialong Liu Peng Jiang Kun Gai 22 0 0 09 Apr 2025
AutoSAM: Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems H. Zhang Mingyue Cheng Qi Liu Z. Liu Junzhe Jiang Enhong Chen AI4TS 44 3 0 03 Jan 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 33 5 0 22 Nov 2024
Long-Sequence Recommendation Models Need Decoupled Embeddings Ningya Feng Junwei Pan Jialong Wu Baixu Chen Ximei Wang Qian Li Xian Hu Jie Jiang Mingsheng Long AI4TS 32 2 0 03 Oct 2024
Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search Enqiang Xu Xinhui Li Zhigong Zhou Jiahao Ji Jinyuan Zhao Dadong Miao Songlin Wang Lin Liu Sulong Xu 33 0 0 11 Aug 2024
TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou Zihua Si Lin Guan ZhongXiang Sun Xiaoxue Zang Jing Lu ... Kai Zheng Chenbin Zhang Ya-Ling Niu Yang Song Kun Gai 25 5 0 23 Jul 2024
Enhancing User Interest based on Stream Clustering and Memory Networks in Large-Scale Recommender Systems Peng Liu Nian Wang Cong Xu Min Zhao Bin Wang Yi Ren 81 0 0 21 May 2024
Retrieval-Oriented Knowledge for Click-Through Rate Prediction Huanshuo Liu Bo Chen Menghui Zhu Jianghao Lin Jiarui Qin Yang Yang Hao Zhang Ruiming Tang 21 3 0 28 Apr 2024
Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors Binzong Geng Zhaoxin Huan Xiaolu Zhang Yong He Liang Zhang Fajie Yuan Jun Zhou Linjian Mo 19 18 0 28 Mar 2024
MerRec: A Large-scale Multipurpose Mercari Dataset for Consumer-to-Consumer Recommendation Systems Lichi Li Zainul Din Zhen Tan Sam London Tianlong Chen Ajay Daptardar 21 0 0 22 Feb 2024
Fragment and Integrate Network (FIN): A Novel Spatial-Temporal Modeling Based on Long Sequential Behavior for Online Food Ordering Click-Through Rate Prediction Jun Li Jingjian Wang Hongwei Wang Xing Deng Jielong Chen ... Zekun Wang Guanjie Xu Geng Zhang Feng Shi Hualei Liu AI4TS 11 2 0 30 Aug 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
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 52 30 0 22 Feb 2023
PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce Xiaowen Shi Fan Yang Ze Wang Xiaoxu Wu Muzhi Guan Guogang Liao Yongkang Wang Xingxing Wang Dong Wang 11 3 0 06 Feb 2023
BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering Service Boya Du Shaochuan Lin Jiong Gao Xiyu Ji Mengya Wang Taotao Zhou Hengxu He Jia Jia Ning Hu 15 6 0 22 Nov 2022
Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling Bei Yang Jie Gu Ke Liu Xiaoxiao Xu Renjun Xu Qinghui Sun Hong Liu 14 3 0 20 Oct 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 167 3,855 0 14 Dec 2020