v1v2v3 (latest)

Recurrent Neural Networks with Top-k Gains for Session-based Recommendations

International Conference on Information and Knowledge Management (CIKM), 2017

12 June 2017

Balázs Hidasi

Alexandros Karatzoglou

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Papers citing "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations"

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Title
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Tengjiao Wang GNN 593 1,463 0 04 Nov 2020
Context-Aware Drive-thru Recommendation Service at Fast Food Restaurants Luyang Wang Kai-Qi Huang Jiao Wang Shengsheng Huang J. Dai Zhuang Yue 72 1 0 13 Oct 2020
Modeling Online Behavior in Recommender Systems: The Importance of Temporal Context Milena Filipovic B. Mitrevski Diego Antognini Emma Lejal Glaude Boi Faltings C. Musat OffRL 83 12 0 19 Sep 2020
Knowledge Transfer via Pre-training for Recommendation: A Review and ProspectFrontiers in Big Data (Front. Big Data), 2020 Zheni Zeng Chaojun Xiao Yuan Yao Ruobing Xie Zhiyuan Liu Fen Lin Leyu Lin Maosong Sun VLM 102 43 0 19 Sep 2020
BLOB : A Probabilistic Model for Recommendation that Combines Organic and Bandit SignalsKnowledge Discovery and Data Mining (KDD), 2020 Otmane Sakhi Stephen Bonner D. Rohde Flavian Vasile 141 37 0 28 Aug 2020
MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation S. Cho Eunhyeok Park S. Yoo AI4TS 112 75 0 19 Aug 2020
Sequential recommendation with metric models based on frequent sequencesData mining and knowledge discovery (DMKD), 2020 Corentin Lonjarret Roch Auburtin C. Robardet Marc Plantevit 57 14 0 12 Aug 2020
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based RecommendationACM Conference on Recommender Systems (RecSys), 2020 Fei Mi Xiao Lin Boi Faltings CLL 186 59 0 23 Jul 2020
Hybrid Collaborative Filtering Models for Clinical Search Recommendation Zhiyun Ren Bo Peng T. Schleyer Xia Ning 41 0 0 19 Jul 2020
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020 Wenjing Meng Deqing Yang Yanghua Xiao 130 114 0 12 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender SystemInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 232 16 0 10 Jun 2020
Self-Supervised Reinforcement Learning for Recommender SystemsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020 Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose SSL OffRL 258 213 0 10 Jun 2020
An efficient manifold density estimator for all recommendation systemsInternational Conference on Neural Information Processing (ICONIP), 2020 Jacek Dkabrowski Barbara Rychalska Michal Daniluk Dominika Basaj Konrad Gołuchowski Piotr Babel Andrzej Michalowski Adam Jakubowski 151 19 0 02 Jun 2020
General-Purpose User Embeddings based on Mobile App UsageKnowledge Discovery and Data Mining (KDD), 2020 Junqi Zhang Bing Bai Ye Lin Jian Liang Kun Bai Haiwei Yang 114 40 0 27 May 2020
CSRN: Collaborative Sequential Recommendation Networks for News Retrieval Bing Bai Guanhua Zhang Ye Lin Hao Li Kun Bai Bo Luo GNN HAI AI4TS 56 8 0 07 Apr 2020
M2: Mixed Models with Preferences, Popularities and Transitions for Next-Basket RecommendationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 Bo Peng Zhiyun Ren Srinivas Parthasarathy Xia Ning 143 23 0 03 Apr 2020
Advances in Collaborative Filtering and Ranking Liwei Wu 96 7 0 27 Feb 2020
HAM: Hybrid Associations Models for Sequential Recommendation Bo Peng Zhiyun Ren Srinivasan Parthasarathy Xia Ning 52 5 0 27 Feb 2020
Attentive Item2Vec: Neural Attentive User RepresentationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Oren Barkan Avi Caciularu Ori Katz Noam Koenigstein 163 28 0 15 Feb 2020
Déjà vu: A Contextualized Temporal Attention Mechanism for Sequential RecommendationThe Web Conference (WWW), 2020 Jibang Wu Renqin Cai Hongning Wang HAI AI4TS 116 65 0 29 Jan 2020
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis] Gabriel de Souza Pereira Moreira GNN 96 2 0 29 Dec 2019
ragamAI: A Network Based Recommender System to Arrange a Indian Classical Music ConcertInternational Conference on Machine Learning and Applications (ICMLA), 2019 A. Bagavathi S. Krishnan Sanjay Subrahmanyan Narasimhan S. L. 54 0 0 08 Dec 2019
Simplified and Unified Analysis of Various Learning Problems by Reduction to Multiple-Instance LearningConference on Uncertainty in Artificial Intelligence (UAI), 2019 D. Suehiro Eiji Takimoto 271 1 0 14 Nov 2019
Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation ModelingWeb Search and Data Mining (WSDM), 2019 Jiarui Qin Kan Ren Yuchen Fang Weinan Zhang Yong Yu 105 41 0 10 Nov 2019
MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems Fan Wang Xiaomin Fang Lihang Liu Hao Tian Zhiming Peng OffRL 70 0 0 06 Nov 2019
Empirical Analysis of Session-Based Recommendation AlgorithmsUser modeling and user-adapted interaction (UMUAI), 2019 Malte Ludewig Noemi Mauro Sara Latifi Dietmar Jannach 168 105 0 28 Oct 2019
KRED: Knowledge-Aware Document Representation for News Recommendations Danyang Liu Jianxun Lian Shiyin Wang Ying Qiao Jiun-Hung Chen Guangzhong Sun Xing Xie 61 1 0 25 Oct 2019
Markov Random Fields for Collaborative FilteringNeural Information Processing Systems (NeurIPS), 2019 Harald Steck 111 27 0 21 Oct 2019
Time-weighted Attentional Session-Aware Recommender System Mei Wang Weizhi Li Yan Yan GNN 50 1 0 12 Sep 2019
Matrix embedding method in match for session-based recommendation Qizhi Zhang Yi Lin Kangle Wu Yongliang Li Anxiang Zeng 35 0 0 27 Aug 2019
Two-Stage Session-based Recommendations with Candidate Rank EmbeddingsLecture Notes in Social Networks (LNSN), 2019 José Antonio Sánchez Rodríguez Jui-Chieh Wu Mustafa Khandwawala 54 1 0 22 Aug 2019
Temporal Collaborative Ranking Via Personalized Transformer Liwei Wu Shuqing Li Cho-Jui Hsieh James Sharpnack AI4TS 90 4 0 15 Aug 2019
Future Data Helps Training: Modeling Future Contexts for Session-based RecommendationThe Web Conference (WWW), 2019 Fajie Yuan Xiangnan He Haochuan Jiang G. Guo Jian Xiong Zhezhao Xu Yilin Xiong AI4TS 170 108 0 11 Jun 2019
Towards Amortized Ranking-Critical Training for Collaborative Filtering Sam Lobel Chunyuan Li Jianfeng Gao Lawrence Carin 86 18 0 10 Jun 2019
Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist ContinuationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019 Thanh-Binh Tran Renee Sweeney Kyumin Lee 117 32 0 08 Jun 2019
Sequential Scenario-Specific Meta Learner for Online RecommendationKnowledge Discovery and Data Mining (KDD), 2019 Zhengxiao Du Xiaowei Wang Hongxia Yang Jingren Zhou Jie Tang OffRL LRM CLL 124 124 0 02 Jun 2019
Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence MatchingKnowledge Discovery and Data Mining (KDD), 2019 Mathias Kraus Stefan Feuerriegel AI4TS 44 13 0 24 May 2019
Embarrassingly Shallow Autoencoders for Sparse DataThe Web Conference (WWW), 2019 Harald Steck 224 291 0 08 May 2019
New Item Consumption Prediction Using Deep Learning Michael Shekasta Gilad Katz Asnat Greenstein-Messica Lior Rokach Bracha Shapira 81 7 0 05 May 2019
Collaborative Filtering via High-Dimensional Regression Harald Steck 69 29 0 30 Apr 2019
Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and EvaluationsInternational Conference on Web Engineering (ICWE), 2019 Hui Fang Danning Zhang Yiheng Shu G. Guo BDL HAI 193 45 0 30 Apr 2019
Latent Variable Session-Based Recommendation D. Rohde Stephen Bonner BDL 159 3 0 24 Apr 2019
Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks Gabriel de Souza P. Moreira Dietmar Jannach A. Cunha 136 92 0 15 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 275 2,582 0 14 Apr 2019
Sequential Learning over Implicit Feedback for Robust Large-Scale Recommender Systems A. Burashnikova Yury Maximov Massih-Reza Amini NoLa 78 4 0 21 Feb 2019
Data-Driven Interaction Review of an Ed-Tech Application Alejandro Baldominos Gómez David Quintana 41 9 0 13 Dec 2018
Adversarial Sampling and Training for Semi-Supervised Information Retrieval Dae Hoon Park Yi-Ju Chang FedML 106 109 0 09 Nov 2018
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 351 1,177 0 11 Sep 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 558 2,960 0 20 Aug 2018
A Simple Convolutional Generative Network for Next Item Recommendation Fajie Yuan Alexandros Karatzoglou Ioannis Arapakis J. Jose Xiangnan He 145 593 0 15 Aug 2018