Heterogeneous Information Crossing on Graphs for Session-based Recommender Systems

24 October 2022

Papers citing "Heterogeneous Information Crossing on Graphs for Session-based Recommender Systems"

20 / 20 papers shown

Title
A Unified Framework for Cross-Domain and Cross-System Recommendations Feng Zhu Yan Wang Jun Zhou Chaochao Chen Longfei Li Guanfeng Liu 46 68 0 18 Aug 2021
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks Hao Peng Ruitong Zhang Yingtong Dou Renyu Yang Jingyi Zhang Philip S. Yu 98 116 0 16 Apr 2021
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism Qingyun Sun Jianxin Li Hao Peng Hongzhi Zhang Yuanxing Ning Phillip S. Yu Lifang He 52 166 0 20 Jan 2021
Coupling Learning of Complex Interactions LongBing Cao 58 134 0 01 Jul 2020
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation Wenjing Meng Deqing Yang Yanghua Xiao 43 108 0 12 Jun 2020
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation Feng Yu Yanqiao Zhu Qiang Liu Shu Wu Liang Wang Tieniu Tan 46 224 0 06 May 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 312 10,591 0 17 Feb 2020
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 535 8,496 0 03 Jan 2019
Session-based Recommendation with Graph Neural Networks Shu Wu Yuyuan Tang Yanqiao Zhu Liang Wang Xing Xie Tieniu Tan GNN 64 1,558 0 01 Nov 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 129 2,417 0 20 Aug 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 280 10,253 0 10 Jul 2018
Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks Massimo Quadrana Alexandros Karatzoglou Balázs Hidasi Paolo Cremonesi 35 645 0 13 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
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 57 739 0 27 Jun 2016
Item2Vec: Neural Item Embedding for Collaborative Filtering Oren Barkan Noam Koenigstein DML 139 504 0 14 Mar 2016
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 64 2,077 0 21 Nov 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 305 3,279 0 17 Nov 2015
Using Temporal Data for Making Recommendations A. Zimdars D. M. Chickering Christopher Meek AI4TS 80 213 0 10 Jan 2013
An MDP-based Recommender System Guy Shani Ronen I. Brafman David Heckerman LRM 101 970 0 12 Dec 2012
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 116 5,716 0 09 May 2012