Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning

7 January 2022

Lianghao Xia

Chao Huang

Tianyi Chen

Papers citing "Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning"

27 / 27 papers shown

Title
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu C. Huang 78 0 0 02 Apr 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 57 2 0 08 Jan 2025
An Event-centric Framework for Predicting Crime Hotspots with Flexible Time Intervals Jiahui Jin Yi Hong Guandong Xu Jinghui Zhang Jun Tang Hancheng Wang 36 0 0 02 Nov 2024
Graph Masked Autoencoder for Spatio-Temporal Graph Learning Qianru Zhang Haixin Wang S. Yiu Hongzhi Yin AI4TS 23 1 0 14 Oct 2024
Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song OOD 76 2 0 07 Oct 2024
Spatial-Temporal Mixture-of-Graph-Experts for Multi-Type Crime Prediction Ziyang Wu Fan Liu Jindong Han Yuxuan Liang Hao Liu 26 2 0 24 Sep 2024
EasyST: A Simple Framework for Spatio-Temporal Prediction J. Tang Wei Wei Lianghao Xia Chao Huang 49 1 0 10 Sep 2024
Deep Learning Based Crime Prediction Models: Experiments and Analysis Rittik Basak Utsha Muhtasim Noor Alif Yeasir Rayhan T. Hashem Mohammad Eunus Ali 30 0 0 27 Jul 2024
SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction Xiaowei Gao James Haworth Ilya Ilyankou Xianghui Zhang Tao Cheng Stephen Law Huanfa Chen 23 0 0 24 Jul 2024
STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning Wei Shao Yufan Kang Ziyan Peng Xiao Xiao Lei Wang Yuhui Yang Flora D Salim 40 0 0 06 Jun 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining Qianru Zhang Haixin Wang Cheng Long Liangcai Su Xingwei He ... Tailin Wu Hongzhi Yin S. Yiu Qi Tian Christian S. Jensen AI4TS 52 7 0 15 May 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook Xingchen Zou Yibo Yan Xixuan Hao Yuehong Hu Haomin Wen ... Junbo Zhang Yong Li Tianrui Li Yu Zheng Yuxuan Liang HAI AI4TS 45 35 0 29 Feb 2024
Empirical and Experimental Insights into Data Mining Techniques for Crime Prediction: A Comprehensive Survey Kamal Taha 11 1 0 17 Feb 2024
Spatio-Temporal Meta Contrastive Learning Jiabin Tang Lianghao Xia Jie Hu Chao Huang AI4TS 16 7 0 26 Oct 2023
Explainable Spatio-Temporal Graph Neural Networks Jiabin Tang Lianghao Xia Chao Huang AI4TS 34 17 0 26 Oct 2023
Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation Qianru Zhang Chao Huang Lianghao Xia Zheng Wang Siu-keung Yiu Ruihua Han AI4TS 48 13 0 19 Jun 2023
Automated Spatio-Temporal Graph Contrastive Learning Qianru Zhang Chao Huang Lianghao Xia Zheng Wang Zhonghang Li Siu-keung Yiu AI4TS 11 42 0 06 May 2023
Road Network Representation Learning: A Dual Graph based Approach L. Zhang Cheng Long AI4TS GNN 8 11 0 13 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 34 14 0 12 Apr 2023
Spatiotemporal and Semantic Zero-inflated Urban Anomaly Prediction Yao Lu Pengyuan Zhou Yong Liao Haiyong Xie 19 1 0 04 Apr 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey G. Jin Yuxuan Liang Yuchen Fang Zezhi Shao Jincai Huang Junbo Zhang Yu Zheng AI4TS AI4CE 83 181 0 25 Mar 2023
Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges Jing Ren Feng Xia Azadeh Noori Hoshyar Charu C. Aggarwal 40 26 0 11 Dec 2022
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout Hongjun Wang Jiyuan Chen Tongbo Pan Z. Fan Boyuan Zhang Renhe Jiang Lingyu Zhang Yi Xie Zhongyin Wang Xuan Song GNN 19 8 0 28 Nov 2022
Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction Zhong Li Chao Huang Lianghao Xia Yong-mei Xu Jiangsen Pei 28 65 0 18 Apr 2022
Multi-Graph Fusion Networks for Urban Region Embedding Shangbin Wu Xu Yan Xiaoliang Fan Shirui Pan Shichao Zhu Chuanpan Zheng Ming Cheng Cheng-i Wang 9 44 0 24 Jan 2022
A Survey on Societal Event Forecasting with Deep Learning Songgaojun Deng Yue Ning AI4TS 27 4 0 12 Dec 2021
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 185 1,169 0 03 Mar 2020