Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

17 April 2019

Papers citing "Multi-Interest Network with Dynamic Routing for Recommendation at Tmall"

31 / 31 papers shown

Title
Interest Changes: Considering User Interest Life Cycle in Recommendation System Yinjiang Cai Jiangpan Hou Yangping Zhu Yuan Nie 21 0 0 13 May 2025
LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders Zheng Chai Qin Ren Xijun Xiao Heng Yang Bo Han ... Xiang Sun Yaocheng Tan Peng Xu Yuchao Zheng Di Wu 46 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
Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Pair Selection Zhikai Wang Yanyan Shen Zexi Zhang Li He Yichun Li Hao Gu Yinghua Zhang 60 0 0 27 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 80 0 0 17 Feb 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 Y. Liu Defu Lian Enhong Chen 43 5 0 22 Nov 2024
A Centralized-Distributed Transfer Model for Cross-Domain Recommendation Based on Multi-Source Heterogeneous Transfer Learning Ke Xu Ziliang Wang Wei Zheng Yuhao Ma Chenglin Wang Nengxue Jiang Cai Cao 60 4 0 14 Nov 2024
LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation Shutong Qiao Chen Gao Wei Yuan Yong Li Hongzhi Yin 44 2 0 14 Nov 2024
IntentRec: Predicting User Session Intent with Hierarchical Multi-Task Learning Sejoon Oh Moumita Bhattacharya Yesu Feng Sudarshan Lamkhede 40 1 0 25 Jul 2024
AdaptDHM: Adaptive Distribution Hierarchical Model for Multi-Domain CTR Prediction Jinyun Li Huiwen Zheng Yuan-Cheng Liu Minfang Lu Lixia Wu Haoyuan Hu 47 7 0 22 Nov 2022
RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure Mark Zhao Dhruv Choudhary Devashish Tyagi A. Somani Max Kaplan ... Jongsoo Park Aarti Basant Niket Agarwal Carole-Jean Wu Christos Kozyrakis VLM 28 6 0 09 Nov 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 25 0 0 19 Oct 2022
Efficient Long Sequential User Data Modeling for Click-Through Rate Prediction Qiwei Chen Yue Xu Changhua Pei Shanshan Lv Tao Zhuang Junfeng Ge 3DV 20 3 0 25 Sep 2022
Implicit Session Contexts for Next-Item Recommendations Sejoon Oh Ankur Bhardwaj Jongseok Han Sungchul Kim Ryan A. Rossi Srijan Kumar CML 36 9 0 18 Aug 2022
Modeling Multi-interest News Sequence for News Recommendation Rongyao Wang Wenpeng Lu 19 2 0 15 Jul 2022
Improving Multi-Interest Network with Stable Learning Zhaocheng Liu Yingtao Luo Di Zeng Qiang Liu Daqing Chang Dongying Kong Zhi Chen HAI 44 1 0 14 Jul 2022
Cooperative Retriever and Ranker in Deep Recommenders Xunpeng Huang Defu Lian Jin Chen Liu Zheng Xing Xie Enhong Chen VLM AI4TS 30 11 0 28 Jun 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 82 40 0 20 May 2022
PinnerFormer: Sequence Modeling for User Representation at Pinterest Nikil Pancha Andrew Zhai J. Leskovec Charles R. Rosenberg AI4TS 24 28 0 09 May 2022
Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes Yunjiang Jiang Han Zhang Yiming Qiu Yun Xiao Bo Long Wen-Yun Yang 19 6 0 09 Mar 2022
GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction Sihao Hu Yihan Cao Yu Gong Zhao Li Yazheng Yang Qingwen Liu S. Ji 30 11 0 21 Feb 2022
Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation Rihan Chen Bin Liu Ziru Xu Yao Wang Qi Li ... Q. hua Junliang Jiang Yunlong Xu Hongbo Deng Bo Zheng 40 21 0 14 Feb 2022
Intent Contrastive Learning for Sequential Recommendation Yong-Guang Chen Zhiwei Liu Jia Li Julian McAuley Caiming Xiong 37 291 0 05 Feb 2022
Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Bo Zhang Liefeng Bo MLAU 97 122 0 08 Oct 2021
Interest-oriented Universal User Representation via Contrastive Learning Qinghui Sun Jie Gu Bei Yang Xiaoxiao Xu Renjun Xu Shangde Gao Hong Liu Huan Xu SSL AI4TS 49 6 0 18 Sep 2021
On component interactions in two-stage recommender systems Jiri Hron K. Krauth Michael I. Jordan Niki Kilbertus CML LRM 40 31 0 28 Jun 2021
Query Rewriting via Cycle-Consistent Translation for E-Commerce Search Yiming Qiu Kang Zhang Han Zhang Songlin Wang Sulong Xu Yun Xiao Bo Long Wen-Yun Yang 46 16 0 01 Mar 2021
Explore User Neighborhood for Real-time E-commerce Recommendation Xu Xie Fei Sun Xiaoyong Yang Zhao Yang Jinyang Gao Wenwu Ou Bin Cui 24 19 0 28 Feb 2021
Exploiting Behavioral Consistence for Universal User Representation Jie Gu Feng Wang Qinghui Sun Zhiquan Ye Xiaoxiao Xu Jingmin Chen Jun Zhang 31 23 0 11 Dec 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Bin Cui GNN 58 1,175 0 04 Nov 2020
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems Chang Zhou Jianxin Ma Jianwei Zhang Jingren Zhou Hongxia Yang 31 142 0 20 May 2020