v1v2v3v4 (latest)

Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction

Knowledge Discovery and Data Mining (KDD), 2024

22 November 2024

Papers citing "Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction"

44 / 44 papers shown

Title
LEMUR: Large scale End-to-end MUltimodal RecommendationComputers & graphics (CG), 2024 Xintian Han Honggang Chen Quan Lin Jingyue Gao X. Ren ... Zhe Wang Yuchao Zheng Jingjian Lin Di Wu Junfeng Ge OffRL 108 0 0 14 Nov 2025
Conv4Rec: A 1-by-1 Convolutional AutoEncoder for User Profiling through Joint Analysis of Implicit and Explicit FeedbacksIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025 Antoine Ledent Petr Kasalický Rodrigo Alves Hady W. Lauw HAI 124 1 0 09 Sep 2025
VQL: An End-to-End Context-Aware Vector Quantization Attention for Ultra-Long User Behavior Modeling Kaiyuan Li Yongxiang Tang Yanhua Cheng Yong Bai Yanxiang Zeng Chao Wang Xialong Liu Peng Jiang MQ VLM 81 0 0 23 Aug 2025
FuXi-β: Towards a Lightweight and Fast Large-Scale Generative Recommendation Model Yufei Ye Wei Guo Hao Wang Hong Zhu Yuyang Ye Yong Liu Huifeng Guo Ruiming Tang Defu Lian Tong Xu 110 2 0 14 Aug 2025
Prompting is not Enough: Exploring Knowledge Integration and Controllable Generation Tingjia Shen Hao Wang Chuan Qin Ruijun Sun Yang Song Defu Lian Hengshu Zhu Tong Xu 275 1 0 26 May 2025
DLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR PredictionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Kefan Wang Hao Wang Wei Guo Yong Liu Jianghao Lin Defu Lian Tong Xu 162 1 0 25 May 2025
Quadratic Interest Network for Multimodal Click-Through Rate Prediction Honghao Li Hanwei Li Jing Zhang Yi-hong Zhang Ziniu Yu Lei Sang Yiwen Zhang 907 0 0 24 Apr 2025
Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation ModelAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Guang Dai Kenan Song Yi Quan Lee Wei Guo Hao Wang Yawen Li Huifeng Guo Wenshu Fan Defu Lian Tong Xu 224 6 0 23 Apr 2025
A Universal Framework for Compressing Embeddings in CTR Prediction Kefan Wang Hao Wang Kenan Song Wei Guo Kai Cheng Hao Sun Yixiao Liu Defu Lian Tong Xu 258 4 0 24 Feb 2025
$FuXi-$\alpha$: Scaling Recommendation Model with Feature Interaction Enhanced Transformer$ FuXi- $\alpha$ : Scaling Recommendation Model with Feature Interaction Enhanced TransformerThe Web Conference (WWW), 2025 Yufei Ye Wei Guo Jin Yao Chin Hao Wang Hong Zhu ... Yuyang Ye Yixiao Liu Ruiming Tang Defu Lian Tong Xu 252 10 0 05 Feb 2025
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion ModelsInternational Conference on Information and Knowledge Management (CIKM), 2024 Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 210 10 0 30 Aug 2024
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation Hao Wang Yongqiang Han Kefan Wang Kai Cheng Zhen Wang Wei Guo Yong Liu Defu Lian Enhong Chen 165 4 0 21 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 208 31 0 23 Jul 2024
Entropy Law: The Story Behind Data Compression and LLM Performance Mingjia Yin Chuhan Wu Yufei Wang Hao Wang Wei Guo Yasheng Wang Yong Liu Ruiming Tang Defu Lian Enhong Chen 242 41 0 09 Jul 2024
Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation Tingjia Shen Hao Wang Jiaqing Zhang Zhengye Zhang Liangyue Li Zulong Chen Defu Lian Enhong Chen LRM 272 22 0 05 Jun 2024
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation Mingjia Yin Hao Wang Wei Guo Yong Liu Zhi Li Zhengye Zhang Defu Lian Enhong Chen 210 9 0 21 May 2024
Deep Group Interest Modeling of Full Lifelong User Behaviors for CTR Prediction Qi Liu Xuyang Hou Haoran Jin Jin Chen Zhe Wang Defu Lian Tan Qu Jia Cheng Jun Lei 112 0 0 15 Nov 2023
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential RecommendationInternational Conference on Information and Knowledge Management (CIKM), 2023 Mingjia Yin Hao Wang Xiang Xu Likang Wu Zhengye Zhang Wei Guo Yong Liu Ruiming Tang Defu Lian Enhong Chen LMTD AI4TS HAI 196 35 0 06 Nov 2023
Temporal Interest Network for User Response PredictionThe Web Conference (WWW), 2023 Haolin Zhou Junwei Pan Xinyi Zhou Xihua Chen Jie Jiang Xiaofeng Gao Guihai Chen 264 16 0 15 Aug 2023
A Survey on Large Language Models for RecommendationWorld wide web (Bussum) (WWWB), 2023 Likang Wu Zhilan Zheng Zhaopeng Qiu Hao Wang Hongchao Gu ... Chen Zhu Hengshu Zhu Qi Liu Hui Xiong Enhong Chen 554 616 0 31 May 2023
GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential RecommendationInternational Conference on Database Systems for Advanced Applications (DASFAA), 2023 Yongqiang Han Likang Wu Hao Wang Guifeng Wang Mengdi Zhang Zhi Li Defu Lian Enhong Chen 148 29 0 01 Mar 2023
Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR PredictionInternational Conference on Information and Knowledge Management (CIKM), 2022 Yue Cao Xiaojiang Zhou Jiaqi Feng Peihao Huang Yao Xiao Dayao Chen Sheng Chen 232 65 0 20 May 2022
Filter-enhanced MLP is All You Need for Sequential RecommendationThe Web Conference (WWW), 2022 Kun Zhou Hui Yu Wayne Xin Zhao Ji-Rong Wen 223 353 0 28 Feb 2022
End-to-End User Behavior Retrieval in Click-Through RatePrediction Model Qiwei Chen Changhua Pei Shanshan Lv Chao Li Junfeng Ge Wenwu Ou LRM CML 3DV 102 99 0 10 Aug 2021
Global Filter Networks for Image Classification Yongming Rao Wenliang Zhao Zheng Zhu Jiwen Lu Jie Zhou ViT 260 578 0 01 Jul 2021
FNet: Mixing Tokens with Fourier TransformsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 James Lee-Thorp Joshua Ainslie Ilya Eckstein Santiago Ontanon 484 617 0 09 May 2021
MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social NetworkKnowledge Discovery and Data Mining (KDD), 2019 Hao Wang Tong Xu Qi Liu Defu Lian Enhong Chen Dongfang Du Han Wu Wen Su 139 125 0 27 May 2019
Multi-Interest Network with Dynamic Routing for Recommendation at Tmall Chong Li Zhiyuan Liu Mengmeng Wu Yuchi Xu Pipei Huang Huan Zhao Guoliang Kang Qiwei Chen Wei Li Lee 203 442 0 17 Apr 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 320 2,674 0 14 Apr 2019
Deep Interest Evolution Network for Click-Through Rate Prediction Guorui Zhou Na Mou Ying Fan Qi Pi Weijie Bian Chang Zhou Xiaoqiang Zhu Kun Gai 407 1,204 0 11 Sep 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 602 3,082 0 20 Aug 2018
Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising Junwei Pan Jian Xu A. L. Ruiz Wenliang Zhao Shengjun Pan Yu Sun Quan Lu 181 226 0 09 Jun 2018
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender SystemsKnowledge Discovery and Data Mining (KDD), 2018 Jianxun Lian Xiaohuan Zhou Fuzheng Zhang Zhongxia Chen Xing Xie Guangzhong Sun BDL 186 1,152 0 14 Mar 2018
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation Chang Zhou Jinze Bai Junshuai Song Xiaofei Liu Zhengchao Zhao Xiusi Chen Jun Gao HAI 167 324 0 17 Nov 2017
Deep & Cross Network for Ad Click Predictions Ruoxi Wang Bin Fu Gang Fu Mingliang Wang 318 1,385 0 17 Aug 2017
Neural Factorization Machines for Sparse Predictive Analytics Xiangnan He Tat-Seng Chua 240 1,370 0 16 Aug 2017
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2017 Jun Xiao Hao Ye Xiangnan He Hanwang Zhang Leilei Gan Tat-Seng Chua 179 974 0 15 Aug 2017
Deep Interest Network for Click-Through Rate Prediction Guorui Zhou Cheng-Ning Song Xiaoqiang Zhu Xi-Wang Dai Ziru Xu Xiao Ma Yanghui Yan Junqi Jin Han Li Kun Gai 430 2,062 0 21 Jun 2017
Product-based Neural Networks for User Response Prediction Yanru Qu Han Cai Kan Ren Weinan Zhang Yong Yu Ying Wen Jun Wang 232 763 0 01 Nov 2016
Deep CTR Prediction in Display Advertising Junxuan Chen Baigui Sun Hao Li Hongtao Lu Xiansheng Hua 3DV 208 140 0 20 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 613 11,677 0 21 Jul 2016
Wide & Deep Learning for Recommender Systems Heng-Tze Cheng L. Koc Jeremiah Harmsen T. Shaked Tushar Chandra ... Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu Hemal Shah HAI VLM 537 3,909 0 24 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 3.6K 214,937 0 10 Dec 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2014 Dong Wang B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.7K 25,112 0 03 Jun 2014