STAN: Spatio-Temporal Attention Network for Next Location Recommendation

8 February 2021

Qiang Liu

Papers citing "STAN: Spatio-Temporal Attention Network for Next Location Recommendation"

50 / 57 papers shown

Title
Geography-Aware Large Language Models for Next POI Recommendation Zhao Liu Wei Liu Huajie Zhu Jianxing Yu Jian Yin Wang-Chien Lee Shun Wang 2 0 0 18 May 2025
HyperMAN: Hypergraph-enhanced Meta-learning Adaptive Network for Next POI Recommendation Jinze Wang Tiehua Zhang Lu Zhang Yang Bai Xuzhao Li Jiong Jin 36 0 0 27 Mar 2025
Causality-Aware Next Location Prediction Framework based on Human Mobility Stratification Xiaojie Yang Z. Fan Hangli Ge Takashi Michikata Ryosuke Shibasaki Noboru Koshizuka 47 0 0 23 Mar 2025
GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data Rui Deng Ziqi Li Mingshu Wang 44 0 0 24 Feb 2025
RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning Zhihan Zheng Haitao Yuan Minxiao Chen Shangguang Wang AI4TS 80 1 0 28 Jan 2025
Where to Go Next Day: Multi-scale Spatial-Temporal Decoupled Model for Mid-term Human Mobility Prediction Zongyuan Huang Weipeng Wang Shaoyu Huang Marta C. Gonzalez Yaohui Jin Yanyan Xu AI4TS 50 0 0 11 Jan 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence Liekang Zeng Shengyuan Ye Xu Chen Xiaoxi Zhang Ju Ren Jian Tang Yang Yang Xuemin Shen 65 2 0 08 Jan 2025
Activity-aware Human Mobility Prediction with Hierarchical Graph Attention Recurrent Network Yihong Tang Junlin He Zhan Zhao HAI 47 6 0 03 Jan 2025
Investigating the Temporal Dynamics of Cyber Threat Intelligence Angel Kodituwakku Clark Xu Daniel Rogers David K. Ahn Errin W. Fulp 62 0 0 26 Dec 2024
A Universal Model for Human Mobility Prediction Qingyue Long Yuan Yuan Yong Li HAI 231 3 0 19 Dec 2024
Forecasting Unseen Points of Interest Visits Using Context and Proximity Priors Ziyao Li Shang-Ling Hsu Cyrus Shahabi 72 0 0 22 Nov 2024
TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal Model Shang-Ling Hsu Emmanuel Tung John Krumm Cyrus Shahabi Khurram Hassan-Shafique 32 4 0 07 Nov 2024
Bi-Level Graph Structure Learning for Next POI Recommendation Liang Wang Shu Wu Qiang Liu Bo Li Xiang Tao Hao Fei Liang Wang 51 5 0 02 Nov 2024
Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models Letian Gong Yan Lin Xinyue Zhang Yiwen Lu Xuedi Han Yichen Liu Shengnan Guo Youfang Lin Huaiyu Wan 54 5 0 29 Oct 2024
Extracting Spatiotemporal Data from Gradients with Large Language Models Lele Zheng Yang Cao Renhe Jiang Kenjiro Taura Yulong Shen Sheng Li Masatoshi Yoshikawa 21 0 0 21 Oct 2024
Taming the Long Tail in Human Mobility Prediction Xiaohang Xu Renhe Jiang Chuang Yang Z. Fan Kaoru Sezaki 46 1 0 19 Oct 2024
Explaining the (Not So) Obvious: Simple and Fast Explanation of STAN, a Next Point of Interest Recommendation System Fajrian Yunus Talel Abdessalem FAtt XAI HAI 29 0 0 04 Oct 2024
Hierarchical Reinforcement Learning for Temporal Abstraction of Listwise Recommendation Luo Ji Gao Liu Mingyang Yin Hongxia Yang Jingren Zhou 26 0 0 11 Sep 2024
Spatial-Temporal Cross-View Contrastive Pre-training for Check-in Sequence Representation Learning Letian Gong Huaiyu Wan Shengnan Guo Xiucheng Li Yan Lin Erwen Zheng Tianyi Wang Zeyu Zhou Youfang Lin AI4TS 54 1 0 22 Jul 2024
Large Language Models are Zero-Shot Next Location Predictors Ciro Beneduce Bruno Lepri Massimiliano Luca 48 8 0 31 May 2024
Large Language Models for Next Point-of-Interest Recommendation Peibo Li Maarten de Rijke Hao Xue Shuang Ao Yang Song Flora D. Salim 79 18 0 19 Apr 2024
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data Nan Jiang Haitao Yuan Jianing Si Minxiao Chen Shangguang Wang 16 2 0 22 Mar 2024
Reasoning-Enhanced Object-Centric Learning for Videos Jian Li Pu Ren Yang Liu Hao Sun OCL LRM 48 2 0 22 Mar 2024
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation Tianhao Huang Xuan Pan Xiangrui Cai Ying Zhang Xiaojie Yuan 24 4 0 17 Mar 2024
REPLAY: Modeling Time-Varying Temporal Regularities of Human Mobility for Location Prediction over Sparse Trajectories Bangchao Deng Bingqing Qu Pengyang Wang Dingqi Yang Benjamin Fankhauser Philippe Cudre-Mauroux AI4TS 36 1 0 26 Feb 2024
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation Jiawei Wang Renhe Jiang Chuang Yang Zengqing Wu Makoto Onizuka Ryosuke Shibasaki Noboru Koshizuka Chuan Xiao LLMAG 46 34 0 22 Feb 2024
Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation Zhaofan Zhang Yanan Xiao Lu Jiang Dingqi Yang Minghao Yin Pengyang Wang 19 9 0 25 Dec 2023
Hyper-Relational Knowledge Graph Neural Network for Next POI Jixiao Zhang Yongkang Li Ruotong Zou Jingyuan Zhang Z. Fan Xuan Song 16 2 0 28 Nov 2023
GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks Zhonghang Li Lianghao Xia Yong-mei Xu Chao Huang AI4TS AI4CE 93 25 0 07 Nov 2023
MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization Dongcheng Zou Senzhang Wang Xuefeng Li Hao Peng Yuandong Wang Chunyang Liu Kehua Sheng Bo Zhang AI4TS 36 21 0 06 Nov 2023
Bayes-enhanced Multi-view Attention Networks for Robust POI Recommendation Jiangnan Xia Yu Yang Senzhang Wang Hongzhi Yin Jiannong Cao Phillp S. Yu 18 6 0 01 Nov 2023
Where have you been? A Study of Privacy Risk for Point-of-Interest Recommendation Kunlin Cai Jinghuai Zhang Zhiqing Hong Will Shand Guang Wang Desheng Zhang Jianfeng Chi Yuan Tian 26 1 0 28 Oct 2023
Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning Junfeng Hu Xu Liu Zhencheng Fan Keli Zhang Roger Zimmermann AI4CE DiffM 30 8 0 26 Oct 2023
Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation Xiaohang Xu Toyotaro Suzumura Jiawei Yong Masatoshi Hanai Chuang Yang H. Kanezashi Renhe Jiang Shintaro Fukushima 32 14 0 02 Oct 2023
TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems Peiyan Zhang Yuchen Yan Xi Zhang Chaozhuo Li Senzhang Wang Feiran Huang Sunghun Kim 36 15 0 28 Aug 2023
Predicting Temporal Aspects of Movement for Predictive Replication in Fog Environments Emil Balitzki Tobias Pfandzelter David Bermbach 25 0 0 01 Jun 2023
Graph Neural Network for spatiotemporal data: methods and applications Yun Li Dazhou Yu Zhenke Liu Minxing Zhang Xi Gong Liang Zhao AI4TS AI4CE 37 10 0 30 May 2023
Automated Spatio-Temporal Graph Contrastive Learning Qianru Zhang Chao Huang Lianghao Xia Zheng Wang Zhonghang Li Siu-keung Yiu AI4TS 13 42 0 06 May 2023
LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction Jiawei Jiang Chengkai Han Wenjun Jiang Wayne Xin Zhao Jingyuan Wang AI4TS AI4CE 48 7 0 27 Apr 2023
Deep Stable Multi-Interest Learning for Out-of-distribution Sequential Recommendation Qiang Liu Zhaocheng Liu Zhen Zhu Shu Wu Liang Wang OOD OODD 50 3 0 12 Apr 2023
GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation Song Yang Jiamou Liu Kaiqi Zhao AI4TS 23 136 0 03 Mar 2023
BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering Service Boya Du Shaochuan Lin Jiong Gao Xiyu Ji Mengya Wang Taotao Zhou Hengxu He Jia Jia Ning Hu 28 6 0 22 Nov 2022
Predicting Human Mobility via Self-supervised Disentanglement Learning Qiang Gao Jinyung Hong Xovee Xu Ping Kuang Fan Zhou Goce Trajcevski 31 12 0 17 Nov 2022
Self-supervised Graph-based Point-of-interest Recommendation Yong Li Tong Chen P. Zhang Zi Huang Hongzhi Yin 28 4 0 22 Oct 2022
Kernel-based Substructure Exploration for Next POI Recommendation Wei Ju Yifang Qin Ziyue Qiao Xiao Luo Yifan Wang Yanjie Fu Ming Zhang 60 27 0 08 Oct 2022
Improving Multi-Interest Network with Stable Learning Zhaocheng Liu Yingtao Luo Di Zeng Qiang Liu Daqing Chang Dongying Kong Zhi Chen HAI 48 1 0 14 Jul 2022
Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network Zongyuan Huang S. Xu Menghan Wang Hans-Georg Wu Yanyan Xu Yaohui Jin HAI 19 14 0 12 Jun 2022
Empowering Next POI Recommendation with Multi-Relational Modeling Zhengxiong Huang Jing Ma Yushun Dong N. Foutz Jundong Li 21 22 0 24 Apr 2022
Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction Zhong Li Chao Huang Lianghao Xia Yong-mei Xu Jiangsen Pei 39 65 0 18 Apr 2022
A Survey on Graph Representation Learning Methods Shima Khoshraftar A. An GNN AI4TS 44 109 0 04 Apr 2022