A Simple Convolutional Generative Network for Next Item Recommendation

15 August 2018

Fajie Yuan

Alexandros Karatzoglou

Papers citing "A Simple Convolutional Generative Network for Next Item Recommendation"

50 / 115 papers shown

Title
Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing Ziwei Fan Zhiwei Liu Hao Peng Philip S. Yu 40 1 0 21 Jun 2023
Task Relation-aware Continual User Representation Learning Sein Kim Namkyeong Lee Donghyun Kim Min-Chul Yang Chanyoung Park CLL 16 7 0 01 Jun 2023
Robust Reinforcement Learning Objectives for Sequential Recommender Systems Melissa Mozifian Tristan Sylvain David E. Evans Li Meng OffRL 26 0 0 30 May 2023
TriMLP: Revenge of a MLP-like Architecture in Sequential Recommendation Yiheng Jiang Yuanbo Xu Yongjian Yang Funing Yang Pengyang Wang Hui Xiong 36 2 0 24 May 2023
MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation Kibum Kim Dongmin Hyun Sukwon Yun Chanyoung Park 23 22 0 17 Apr 2023
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services Walid Bendada Guillaume Salha-Galvan Thomas Bouabça Tristan Cazenave 24 8 0 12 Apr 2023
AutoMLP: Automated MLP for Sequential Recommendations Muyang Li Zijian Zhang Xiangyu Zhao Wanyu Wang Minghao Zhao Runze Wu Ruocheng Guo AI4TS 25 44 0 11 Mar 2023
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 61 30 0 22 Feb 2023
Recommender Systems: A Primer P. Castells Dietmar Jannach OffRL 32 5 0 06 Feb 2023
Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation Ziwei Fan Zhiwei Liu Hao Peng Philip S Yu 29 15 0 28 Jan 2023
Local Policy Improvement for Recommender Systems Dawen Liang N. Vlassis OffRL 19 3 0 22 Dec 2022
Influential Recommender System Haoren Zhu Hao Ge Xiaodong Gu Pengfei Zhao Lee 13 3 0 18 Nov 2022
Latent User Intent Modeling for Sequential Recommenders B. Chang Alexandros Karatzoglou Yuyan Wang Can Xu Ed H. Chi Minmin Chen OffRL 11 10 0 17 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
IDNP: Interest Dynamics Modeling using Generative Neural Processes for Sequential Recommendation Jing Du Zesheng Ye Lina Yao Bin Guo Zhiwen Yu AI4TS 19 12 0 09 Aug 2022
Sparse Attentive Memory Network for Click-through Rate Prediction with Long Sequences Qianying Lin Wen-Ji Zhou Yanshi Wang Qing Da Qingguo Chen Bing Wang VLM 15 9 0 08 Aug 2022
A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation Aleksandr V. Petrov Craig Macdonald 25 45 0 15 Jul 2022
Effective and Efficient Training for Sequential Recommendation using Recency Sampling Aleksandr V. Petrov Craig Macdonald 21 28 0 06 Jul 2022
PinnerFormer: Sequence Modeling for User Representation at Pinterest Nikil Pancha Andrew Zhai J. Leskovec Charles R. Rosenberg AI4TS 21 28 0 09 May 2022
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings Cheng-Te Li Cheng-Mao Hsu Yang Zhang FaML 27 35 0 30 Apr 2022
Determinantal Point Process Likelihoods for Sequential Recommendation Yuli Liu Christian J. Walder Lexing Xie 29 13 0 25 Apr 2022
Decoupled Side Information Fusion for Sequential Recommendation Yueqi Xie Peilin Zhou Sunghun Kim 30 111 0 23 Apr 2022
Coarse-to-Fine Sparse Sequential Recommendation Jiacheng Li Tong Zhao Jin Li Jim Chan Christos Faloutsos George Karypis Soo-Min Pantel Julian McAuley BDL CML HAI 27 29 0 04 Apr 2022
Filter-enhanced MLP is All You Need for Sequential Recommendation Kun Zhou Hui Yu Wayne Xin Zhao Ji-Rong Wen 85 254 0 28 Feb 2022
Graph Spring Network and Informative Anchor Selection for Session-based Recommendation Zizhuo Zhang Bang-wei Wang 18 10 0 19 Feb 2022
Deep Interest Highlight Network for Click-Through Rate Prediction in Trigger-Induced Recommendation Qi Shen Hong Wen Wanjie Tao Jing Zhang Fuyu Lv Zulong Chen Zhao Li 26 47 0 05 Feb 2022
Recency Dropout for Recurrent Recommender Systems Bo-Yu Chang Can Xu Matt Le Jingchen Feng Ya Le Sriraj Badam Ed H. Chi Minmin Chen 25 3 0 26 Jan 2022
Supervised Advantage Actor-Critic for Recommender Systems Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose OffRL 16 30 0 05 Nov 2021
QDCNN: Quantum Dilated Convolutional Neural Network Yixiong Chen 27 4 0 29 Oct 2021
Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning Dusan Stamenkovic Alexandros Karatzoglou Ioannis Arapakis Xin Xin Kleomenis Katevas 26 46 0 28 Oct 2021
Value Penalized Q-Learning for Recommender Systems Chengqian Gao Ke Xu Kuangqi Zhou Lanqing Li Xueqian Wang Bo Yuan P. Zhao OffRL 54 20 0 15 Oct 2021
Correcting the User Feedback-Loop Bias for Recommendation Systems Weishen Pan Sen Cui Hongyi Wen Kun Chen Changshui Zhang Fei Wang 16 7 0 13 Sep 2021
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 24 63 0 10 Aug 2021
Scene-adaptive Knowledge Distillation for Sequential Recommendation via Differentiable Architecture Search Lei-tai Chen Fajie Yuan Jiaxi Yang Min Yang Chengming Li 21 3 0 15 Jul 2021
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation Gabriel de Souza P. Moreira Sara Rabhi Ronay Ak Md Yasin Kabir Even Oldridge 16 28 0 11 Jul 2021
Improving Sequential Recommendation Consistency with Self-Supervised Imitation Xu Yuan Hongshen Chen Yonghao Song Xiaofang Zhao Zhuoye Ding Zhen He Bo Long 15 22 0 26 Jun 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 32 283 0 27 Apr 2021
Dynamic Memory based Attention Network for Sequential Recommendation Qiaoyu Tan Jianwei Zhang Ninghao Liu Xiao Shi Huang Hongxia Yang Jingren Zhou Xia Hu HAI 91 19 0 18 Feb 2021
STAN: Spatio-Temporal Attention Network for Next Location Recommendation Yingtao Luo Qiang Liu Zhaocheng Liu HAI AI4TS 22 289 0 08 Feb 2021
RetaGNN: Relational Temporal Attentive Graph Neural Networks for Holistic Sequential Recommendation Cheng-Mao Hsu Cheng-Te Li 22 72 0 29 Jan 2021
Metric Learning for Session-based Recommendations Bartlomiej Twardowski P. Zawistowski Szymon Zaborowski DML 27 6 0 07 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
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
Session-aware Recommendation: A Surprising Quest for the State-of-the-art Sara Latifi Noemi Mauro Dietmar Jannach 6 42 0 06 Nov 2020
Interest-Behaviour Multiplicative Network for Resource-limited Recommendation Qianliang Wu Tong Zhang Zhen Cui Jian Yang 19 1 0 24 Sep 2020
MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation S. Cho Eunhyeok Park S. Yoo AI4TS 12 69 0 19 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
Critically Examining the Claimed Value of Convolutions over User-Item Embedding Maps for Recommender Systems Maurizio Ferrari Dacrema Federico Parroni Paolo Cremonesi Dietmar Jannach 11 17 0 23 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 29 198 0 10 Jun 2020