v1v2v3v4 (latest)

Session-based Recommendation with Graph Neural Networks

1 November 2018

Shu Wu

Yuyuan Tang

Yanqiao Zhu

Liang Wang

Xing Xie

Tieniu Tan

GNN

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Papers citing "Session-based Recommendation with Graph Neural Networks"

42 / 342 papers shown

Title
STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI RecommendationInternational Conference on Information and Knowledge Management (CIKM), 2020 Nicholas Lim Bryan Hooi See-Kiong Ng Xueou Wang Yong Liang Goh Renrong Weng Jagannadan Varadarajan 122 138 0 06 Oct 2020
Learning Graph Normalization for Graph Neural NetworksNeurocomputing (Neurocomputing), 2020 Yihao Chen Xin Tang Xianbiao Qi Chun-Guang Li Rong Xiao AI4CE 160 57 0 24 Sep 2020
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation Yujia Zheng Siyi Liu Zekun Li Shu Wu 189 41 0 21 Sep 2020
MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation S. Cho Eunhyeok Park S. Yoo AI4TS 151 4 0 19 Aug 2020
UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks Bo Huang Ye Bi Zhenyu Wu Jianming Wang Jing Xiao GNN 73 5 0 06 Aug 2020
Long-tail Session-based RecommendationACM Conference on Recommender Systems (RecSys), 2020 Siyi Liu Yujia Zheng 206 116 0 24 Jul 2020
Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective Qiang Liu Haoli Zhang Zhaocheng Liu GNN 299 3 0 17 Jul 2020
Modeling Long-Term and Short-Term Interests with Parallel Attentions for Session-based Recommendation Jing Zhu Yanan Xu Yanmin Zhu HAI 94 13 0 27 Jun 2020
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous ViewAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020 Shen Wang Jibing Gong Jinlong Wang Wenzheng Feng Hao Peng Jie Tang Philip S. Yu AI4Ed HAI 118 147 0 23 Jun 2020
Hybrid Session-based News Recommendation using Recurrent Neural Networks Gabriel de Souza P. Moreira Dietmar Jannach A. Cunha GNN 83 1 0 22 Jun 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 134 117 0 12 Jun 2020
Calendar Graph Neural Networks for Modeling Time Structures in Spatiotemporal User BehaviorsKnowledge Discovery and Data Mining (KDD), 2020 Ziyu Zhao Meng Jiang Munira Syed Oliver Conway Vishal Juneja Sriram Subramanian Nitesh Chawla AI4TS 103 40 0 11 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 272 16 0 10 Jun 2020
Stochastic Graph Neural Networks Zhan Gao Elvin Isufi Alejandro Ribeiro 129 1 0 04 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 163 19 0 02 Jun 2020
Multi-modal Embedding Fusion-based Recommender Anna Wróblewska Jacek Dąbrowski Michał Pastuszak Andrzej Michalowski Michal Daniluk Barbara Rychalska Mikolaj Wieczorek Sylwia Sysko-Romanczuk Synerise 186 13 0 13 May 2020
TAGNN: Target Attentive Graph Neural Networks for Session-based RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020 Feng Yu Yanqiao Zhu Qiang Liu Shu Wu Liang Wang Tieniu Tan 121 240 0 06 May 2020
Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks Yufeng Zhang Xueli Yu Zeyu Cui Shu Wu Zhongzheng Wen Liang Wang GNN 173 315 0 22 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 199 23 0 03 Apr 2020
Graph Enhanced Representation Learning for News RecommendationThe Web Conference (WWW), 2020 Suyu Ge Chuhan Wu Fangzhao Wu Tao Qi Yongfeng Huang AI4TS 141 134 0 31 Mar 2020
Deep Learning on Knowledge Graph for Recommender System: A Survey Y. Gao Yifan Li Yu Lin Hang Gao Latifur Khan 148 55 0 25 Mar 2020
Syndrome-aware Herb Recommendation with Multi-Graph Convolution NetworkIEEE International Conference on Data Engineering (ICDE), 2020 Yuanyuan Jin Wei Zhang Xiangnan He Xinyu Wang Xiao-le Wang 140 63 0 20 Feb 2020
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning ModelsInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Xiao Zang Yi Xie Jie Chen Bo Yuan AAML 106 53 0 12 Feb 2020
Graph Convolution Machine for Context-aware Recommender System Jiancan Wu Xiangnan He Xiang Wang Qifan Wang Weijia Chen Jianxun Lian Xing Xie GNN 169 75 0 30 Jan 2020
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis] Gabriel de Souza Pereira Moreira GNN 140 2 0 29 Dec 2019
Sequential Recommender Systems: Challenges, Progress and ProspectsInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Shoujin Wang Liang Hu Yan Wang LongBing Cao Quan Z. Sheng M. Orgun LRM BDL 162 463 0 28 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. 94 0 0 08 Dec 2019
GraphAIR: Graph Representation Learning with Neighborhood Aggregation and InteractionPattern Recognition (Pattern Recognit.), 2019 Fenyu Hu Yanqiao Zhu Shu Wu Weiran Huang Liang Wang Tieniu Tan GNN 186 53 0 05 Nov 2019
Balancing Multi-level Interactions for Session-based Recommendation Yujia Zheng Siyi Liu Zailei Zhou 144 13 0 29 Oct 2019
Empirical Analysis of Session-Based Recommendation AlgorithmsUser modeling and user-adapted interaction (UMUAI), 2019 Malte Ludewig Noemi Mauro Sara Latifi Dietmar Jannach 192 106 0 28 Oct 2019
Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation Mengqi Zhang Shu Wu Meng Gao Xin Jiang Ke Xu Liang Wang 222 42 0 20 Oct 2019
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR PredictionInternational Conference on Information and Knowledge Management (CIKM), 2019 Zekun Li Zeyu Cui Shu Wu Xiaoyu Zhang Liang Wang GNN 178 253 0 12 Oct 2019
Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-Supervision A. Sadeghian Shervin Minaee Ioannis Partalas Xinxin Li D. Wang Brooke Cowan DML SSL 3DV 114 8 0 30 Sep 2019
NISER: Normalized Item and Session Representations to Handle Popularity Bias Priyanka Gupta Diksha Garg Pankaj Malhotra Lovekesh Vig Gautam M. Shroff 172 56 0 10 Sep 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 98 1 0 22 Aug 2019
Accelerated learning from recommender systems using multi-armed bandit Meisam Hejazinia Kyler M. Eastman Shu Ye A. Amirabadi Ravi Divvela 224 3 0 16 Aug 2019
Deep Personalized Re-targetingInternational Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2019 Meisam Hejazinia Pavlos Mitsoulis-Ntompos Serena Zhang 147 2 0 03 Jul 2019
A Simple Deep Personalized Recommendation System Pavlos Mitsoulis-Ntompos Meisam Hejazinia Serena Zhang T. Brady 103 5 0 26 Jun 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 237 45 0 30 Apr 2019
Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks Gabriel de Souza P. Moreira Dietmar Jannach A. Cunha 156 93 0 15 Apr 2019
Multi-Scale Quasi-RNN for Next Item Recommendation Chaoyue He Yong Liu Qingyu Guo Chunyan Miao MQ 3DV 100 2 0 26 Feb 2019
Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks Zeyu Cui Zekun Li Shu Wu Xiaoyu Zhang Liang Wang 149 110 0 21 Feb 2019