End-to-End User Behavior Retrieval in Click-Through RatePrediction Model

10 August 2021

Papers citing "End-to-End User Behavior Retrieval in Click-Through RatePrediction Model"

27 / 27 papers shown

Title
MTGR: Industrial-Scale Generative Recommendation Framework in Meituan Ruidong Han Bin Yin S. Chen He Jiang F. Jiang ... Yueming Han M. Zhou Lei Yu Chuan Liu Wei Lin LRM 48 1 0 24 May 2025
Interest Changes: Considering User Interest Life Cycle in Recommendation System Yinjiang Cai Jiangpan Hou Yangping Zhu Yuan Nie 116 0 0 13 May 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 64 1 0 09 Apr 2025
An Efficient Large Recommendation Model: Towards a Resource-Optimal Scaling Law Songpei Xu Shijia Wang Da Guo Xianwen Guo Qiang Xiao Fangjian Li Chuanjiang Luo 111 0 0 17 Feb 2025
Pre-train and Fine-tune: Recommenders as Large Models Zhenhao Jiang Chong Chen Hao Feng Yu Yang Jin Liu Jie Zhang Jia Jia Ning Hu 90 0 0 24 Jan 2025
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction Xiang Xu Hao Wang Wei Guo Lefei Zhang Wanshan Yang R. Yu Yixiao Liu Defu Lian Enhong Chen 162 7 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 151 3 0 03 Oct 2024
Improved Adaboost Algorithm for Web Advertisement Click Prediction Based on Long Short-Term Memory Networks Qixuan Yu Xirui Tang Feiyang Li Zinan Cao 36 0 0 08 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 92 4 0 07 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 93 9 0 23 Jul 2024
A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search Huimu Wang Mingming Li Dadong Miao Songlin Wang Guoyu Tang Lin Liu Sulong Xu Jinghe Hu 152 1 0 24 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 51 3 0 28 Apr 2024
Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective Zexin Wang Changhua Pei Minghua Ma Xin Wang Zhihan Li ... Dongmei Zhang Qingwei Lin Haiming Zhang Jianhui Li Gaogang Xie AI4TS 93 36 0 05 Feb 2024
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models Chris Richardson Yao Zhang Kellen Gillespie Sudipta Kar Arshdeep Singh Zeynab Raeesy Omar Zia Khan A. Sethy RALM 82 17 0 30 Oct 2023
Context-aware Session-based Recommendation with Graph Neural Networks Zhihui Zhang Jianxiang Yu Xiang Li 78 1 0 14 Oct 2023
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 25 2 0 30 Aug 2023
Temporal Interest Network for User Response Prediction Haolin Zhou Junwei Pan Xinyi Zhou Xihua Chen Jie Jiang Xiaofeng Gao Guihai Chen 101 9 0 15 Aug 2023
TBIN: Modeling Long Textual Behavior Data for CTR Prediction Shuwei Chen Xiang Li Jian Dong Jin Zhang Yongkang Wang Xingxing Wang 74 3 0 09 Aug 2023
ConvFormer: Revisiting Transformer for Sequential User Modeling Hao Wang Jianxun Lian Mingyang Wu Haoxuan Li Jiajun Fan Wanyue Xu Chaozhuo Li Xing Xie 63 5 0 05 Aug 2023
ESMC: Entire Space Multi-Task Model for Post-Click Conversion Rate via Parameter Constraint Zhenhao Jiang Biao Zeng Hao Feng Jin Liu Jicong Fan Jie Zhang Jia Jia Ning Hu Xingyu Chen Xuguang Lan 82 3 0 18 Jul 2023
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 113 32 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 46 4 0 06 Feb 2023
A Deep Behavior Path Matching Network for Click-Through Rate Prediction Jian Dong Yisong Yu Yapeng Zhang Yimin Lv Shuli Wang Beihong Jin Yongkang Wang Xingxing Wang Dong Wang HAI 60 4 0 01 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 87 6 0 22 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 86 6 0 27 Oct 2022
Hierarchical Multi-Interest Co-Network For Coarse-Grained Ranking Xu Yuan Chengjun Xu Qiwei Chen Tao Zhuang Hongjie Chen Chong Li Junfeng Ge AI4TS 62 0 0 19 Oct 2022
Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction Yue Cao Xiaojiang Zhou Jiaqi Feng Peihao Huang Yao Xiao Dayao Chen Sheng Chen 148 43 0 20 May 2022