Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding

19 September 2018

Papers citing "Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding"

44 / 144 papers shown

Title
Value Penalized Q-Learning for Recommender Systems Chengqian Gao Ke Xu Kuangqi Zhou Lanqing Li Xueqian Wang Bo Yuan P. Zhao OffRL 50 20 0 15 Oct 2021
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
Extracting Attentive Social Temporal Excitation for Sequential Recommendation Yunzhe Li Yue Ding Bo Chen Xin Xin Yule Wang Yuxiang Shi Ruiming Tang Dong Wang AI4TS 18 15 0 28 Sep 2021
Dynamic Sequential Graph Learning for Click-Through Rate Prediction Yunfei Chu Xiaofu Chang Kunyang Jia Jingzhen Zhou Hongxia Yang 18 3 0 26 Sep 2021
MOI-Mixer: Improving MLP-Mixer with Multi Order Interactions in Sequential Recommendation Hojoon Lee Dongyoon Hwang Sunghwan Hong Changyeon Kim Seungryong Kim Jaegul Choo 27 10 0 17 Aug 2021
Causal Incremental Graph Convolution for Recommender System Retraining Sihao Ding Fuli Feng Xiangnan He Yong Liao Jun Shi Yongdong Zhang CML CLL BDL GNN 32 35 0 16 Aug 2021
Large-Scale Modeling of Mobile User Click Behaviors Using Deep Learning Xin Zhou Yang Li HAI 8 12 0 11 Aug 2021
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation Yitong Pang Lingfei Wu Qi Shen Yiming Zhang Zhihua Wei Fangli Xu Ethan Chang Bo Long Jian Pei 41 112 0 08 Jul 2021
Unsupervised Proxy Selection for Session-based Recommender Systems Junsu Cho SeongKu Kang Dongmin Hyun Hwanjo Yu 14 21 0 08 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 94 0 01 Jul 2021
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation Ziwei Fan Zhiwei Liu Lei Zheng Shen Wang Philip S. Yu 38 49 0 11 Jun 2021
Federated Neural Collaborative Filtering V. Perifanis P. Efraimidis FedML 13 92 0 02 Jun 2021
Adversarial and Contrastive Variational Autoencoder for Sequential Recommendation Zhe Xie Chengxuan Liu Yichi Zhang Hongtao Lu Dong Wang Yue Ding BDL DRL 33 91 0 19 Mar 2021
Explore User Neighborhood for Real-time E-commerce Recommendation Xu Xie Fei Sun Xiaoyong Yang Zhao Yang Jinyang Gao Wenwu Ou Tengjiao Wang 24 19 0 28 Feb 2021
History-Augmented Collaborative Filtering for Financial Recommendations Baptiste Barreau Laurent Carlier AI4TS 10 10 0 26 Feb 2021
STAN: Spatio-Temporal Attention Network for Next Location Recommendation Yingtao Luo Qiang Liu Zhaocheng Liu HAI AI4TS 20 289 0 08 Feb 2021
Dynamic Graph Collaborative Filtering Xiaohan Li Mengqi Zhang Shu Wu Zheng Liu Liang Wang Philip S. Yu 101 70 0 08 Jan 2021
StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking Jiachun Wang Fajie Yuan Jian Chen Qingyao Wu Min Yang Yang Sun Guoxiao Zhang BDL 40 26 0 14 Dec 2020
Cold-start Sequential Recommendation via Meta Learner Yujia Zheng Siyi Liu Zekun Li Shu Wu 51 63 0 10 Dec 2020
ColdGAN: Resolving Cold Start User Recommendation by using Generative Adversarial Networks Po-Lin Lai Chih-Yun Chen Liang-Wei Lo C. Chen 14 2 0 25 Nov 2020
Learning User Representations with Hypercuboids for Recommender Systems Shuai Zhang Huoyu Liu Aston Zhang Yue Hu Ce Zhang Yumeng Li Tanchao Zhu Shaojian He Wenwu Ou 25 17 0 11 Nov 2020
Interest-Behaviour Multiplicative Network for Resource-limited Recommendation Qianliang Wu Tong Zhang Zhen Cui Jian Yang 19 1 0 24 Sep 2020
Leveraging Multi-level Dependency of Relational Sequences for Social Spammer Detection J. Yin Q. Li S. Liu Zhiang Wu Guandong Xu 8 17 0 14 Sep 2020
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou Haibo Wang Wayne Xin Zhao Yutao Zhu Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 33 781 0 18 Aug 2020
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions James McInerney B. Brost Praveen Chandar Rishabh Mehrotra Ben Carterette BDL CML OffRL 118 55 0 25 Jul 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 21 16 0 10 Jun 2020
Self-Supervised Reinforcement Learning for Recommender Systems Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose SSL OffRL 24 198 0 10 Jun 2020
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems Chang Zhou Jianxin Ma Jianwei Zhang Jingren Zhou Hongxia Yang 20 142 0 20 May 2020
A Generic Network Compression Framework for Sequential Recommender Systems Yang Sun Fajie Yuan Ming Yang Guoao Wei Zhou Zhao Duo Liu 26 54 0 21 Apr 2020
Sequential Recommender Systems: Challenges, Progress and Prospects Shoujin Wang Liang Hu Yan Wang LongBing Cao Quan Z. Sheng M. Orgun LRM BDL 37 399 0 28 Dec 2019
Self-attention with Functional Time Representation Learning Da Xu Chuanwei Ruan Sushant Kumar Evren Körpeoglu Kannan Achan AI4TS 15 113 0 28 Nov 2019
Collaborative Distillation for Top-N Recommendation Jae-woong Lee Minjin Choi Jongwuk Lee Hyunjung Shim 16 47 0 13 Nov 2019
Federated User Representation Learning D. Bui Kshitiz Malik Jack Goetz Honglei Liu Seungwhan Moon Anuj Kumar K. Shin FedML 24 62 0 27 Sep 2019
Temporal Collaborative Ranking Via Personalized Transformer Liwei Wu Shuqing Li Cho-Jui Hsieh James Sharpnack AI4TS 21 4 0 15 Aug 2019
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation Fajie Yuan Xiangnan He Haochuan Jiang G. Guo Jian Xiong Zhezhao Xu Yilin Xiong AI4TS 15 102 0 11 Jun 2019
Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation Thanh-Binh Tran Renee Sweeney Kyumin Lee 36 32 0 08 Jun 2019
Sequential Scenario-Specific Meta Learner for Online Recommendation Zhengxiao Du Xiaowei Wang Hongxia Yang Jingren Zhou Jie Tang OffRL LRM CLL 25 115 0 02 Jun 2019
Multi-Scale Quasi-RNN for Next Item Recommendation Chaoyue He Yong-jin Liu Qingyu Guo C. Miao MQ 3DV 21 2 0 26 Feb 2019
Sequential Variational Autoencoders for Collaborative Filtering Noveen Sachdeva Giuseppe Manco Ettore Ritacco Vikram Pudi BDL 18 101 0 25 Nov 2018
Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System Jiaxi Tang Ke Wang 27 182 0 19 Sep 2018
A Simple Convolutional Generative Network for Next Item Recommendation Fajie Yuan Alexandros Karatzoglou Ioannis Arapakis J. Jose Xiangnan He 8 546 0 15 Aug 2018
Explainable Recommendation: A Survey and New Perspectives Yongfeng Zhang Xu Chen XAI LRM 52 865 0 30 Apr 2018
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014