Dynamic Memory based Attention Network for Sequential Recommendation

18 February 2021

Qiaoyu Tan

Jianwei Zhang

Ninghao Liu

Xiao Shi Huang

Hongxia Yang

Jingren Zhou

Xia Hu

HAI

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Papers citing "Dynamic Memory based Attention Network for Sequential Recommendation"

28 / 28 papers shown

Title
Sparse-Interest Network for Sequential Recommendation Qiaoyu Tan Jianwei Zhang Jiangchao Yao Ninghao Liu Jingren Zhou Hongxia Yang Xia Hu 120 134 0 18 Feb 2021
Learning to Hash with Graph Neural Networks for Recommender Systems Qiaoyu Tan Ninghao Liu Xing Zhao Hongxia Yang Jingren Zhou Xia Hu 129 94 0 04 Mar 2020
Encoding word order in complex embeddings Benyou Wang Donghao Zhao Christina Lioma Qiuchi Li Peng Zhang J. Simonsen 36 112 0 27 Dec 2019
Compressive Transformers for Long-Range Sequence Modelling Jack W. Rae Anna Potapenko Siddhant M. Jayakumar Timothy Lillicrap RALM VLM KELM 62 646 0 13 Nov 2019
CosRec: 2D Convolutional Neural Networks for Sequential Recommendation An Yan Shuo Cheng Wang-Cheng Kang Mengting Wan Julian McAuley 3DV HAI 38 123 0 27 Aug 2019
Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding Ninghao Liu Qiaoyu Tan Yuening Li Hongxia Yang Jingren Zhou Xia Hu 52 86 0 25 May 2019
Quantifying Long Range Dependence in Language and User Behavior to improve RNNs Francois Belletti Minmin Chen Ed H. Chi AI4TS 28 22 0 23 May 2019
Neural Graph Collaborative Filtering Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua 156 2,965 0 20 May 2019
Deep Representation Learning for Social Network Analysis Qiaoyu Tan Ninghao Liu Xia Hu AI4TS GNN 48 103 0 18 Apr 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 48 378 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 156 2,155 0 14 Apr 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 188 3,721 0 09 Jan 2019
Towards Training Recurrent Neural Networks for Lifelong Learning Shagun Sodhani A. Chandar Yoshua Bengio CLL 51 19 0 16 Nov 2018
Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding Jiaxi Tang Ke Wang BDL 66 1,697 0 19 Sep 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 129 2,417 0 20 Aug 2018
A Simple Convolutional Generative Network for Next Item Recommendation Fajie Yuan Alexandros Karatzoglou Ioannis Arapakis J. Jose Xiangnan He 56 549 0 15 Aug 2018
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 230 3,524 0 06 Jun 2018
Learning Tree-based Deep Model for Recommender Systems Ziru Xu Xiang Li Pengye Zhang Guozheng Li Jie He Han Li Kun Gai 80 291 0 08 Jan 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 140 4,589 0 26 Oct 2017
Neural Factorization Machines for Sparse Predictive Analytics Xiangnan He Tat-Seng Chua 77 1,293 0 16 Aug 2017
Recurrent Neural Networks with Top-k Gains for Session-based Recommendations Balázs Hidasi Alexandros Karatzoglou 47 828 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 624 130,942 0 12 Jun 2017
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li Xiuqiang He 104 2,640 0 13 Mar 2017
Vista: A Visually, Socially, and Temporally-aware Model for Artistic Recommendation Ruining He Chen Fang Zhaowen Wang Julian McAuley 34 145 0 15 Jul 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 244 8,434 0 23 Nov 2015
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 64 2,077 0 21 Nov 2015
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 142 1,011 0 05 Dec 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 95 2,325 0 20 Oct 2014