Empowering Next POI Recommendation with Multi-Relational Modeling

24 April 2022

Papers citing "Empowering Next POI Recommendation with Multi-Relational Modeling"

9 / 9 papers shown

Title
STAN: Spatio-Temporal Attention Network for Next Location Recommendation Yingtao Luo Qiang Liu Zhaocheng Liu HAI AI4TS 60 298 0 08 Feb 2021
STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation Nicholas Lim Bryan Hooi See-Kiong Ng Xueou Wang Yong Liang Goh Renrong Weng Jagannadan Varadarajan 39 122 0 06 Oct 2020
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 284 1,208 0 03 Mar 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 189 3,671 0 06 Feb 2020
Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks Srijan Kumar Xikun Zhang J. Leskovec AI4TS 68 739 0 03 Aug 2019
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 175 2,442 0 20 Aug 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 479 20,225 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,199 0 12 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 512 15,319 0 07 Jun 2017