Dynamic Embeddings for Interaction Prediction

Dynamic Embeddings for Interaction Prediction

10 November 2020

Zekarias T. Kefato

Sarunas Girdzijauskas

Nasrullah Sheikh

Papers citing "Dynamic Embeddings for Interaction Prediction"

18 / 18 papers shown

Title
Gossip and Attend: Context-Sensitive Graph Representation Learning Zekarias T. Kefato Sarunas Girdzijauskas 28 7 0 30 Mar 2020
Graph Neighborhood Attentive Pooling Zekarias T. Kefato Sarunas Girdzijauskas GNN 34 6 0 28 Jan 2020
Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks Srijan Kumar Xikun Zhang J. Leskovec AI4TS 42 724 0 03 Aug 2019
Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding Ninghao Liu Qiaoyu Tan Yuening Li Hongxia Yang Jingren Zhou Xia Hu 49 86 0 25 May 2019
Neural Graph Collaborative Filtering Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua 101 2,946 0 20 May 2019
Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts Alessandro Epasto Bryan Perozzi 39 103 0 06 May 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 116 2,129 0 14 Apr 2019
Session-based Recommendation with Graph Neural Networks Shu Wu Yuyuan Tang Yanqiao Zhu Liang Wang Xing Xie Tieniu Tan GNN 45 1,549 0 01 Nov 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 93 2,390 0 20 Aug 2018
Modeling polypharmacy side effects with graph convolutional networks Marinka Zitnik Monica Agrawal J. Leskovec GNN 88 1,068 0 02 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017
Deep Coevolutionary Network: Embedding User and Item Features for Recommendation H. Dai Yichen Wang Rakshit S. Trivedi Le Song GNN 38 102 0 13 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 152 10,800 0 03 Jul 2016
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 51 735 0 27 Jun 2016
Attentive Pooling Networks Cicero Nogueira dos Santos Ming Tan Bing Xiang Bowen Zhou 46 347 0 11 Feb 2016
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 41 2,055 0 21 Nov 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 107 5,315 0 12 Mar 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 213 9,735 0 26 Mar 2014