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Region Embedding with Intra and Inter-View Contrastive Learning

Region Embedding with Intra and Inter-View Contrastive Learning

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
15 November 2022
Li Zhang
Cheng Long
Gao Cong
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ArXiv (abs)PDFHTML

Papers citing "Region Embedding with Intra and Inter-View Contrastive Learning"

17 / 17 papers shown
Title
A Modality-Tailored Graph Modeling Framework for Urban Region Representation via Contrastive Learning
A Modality-Tailored Graph Modeling Framework for Urban Region Representation via Contrastive Learning
Yaya Zhao
Kaiqi Zhao
Zixuan Tang
Zhiyuan Liu
Xiaoling Lu
Y. Du
AI4TS
60
0
0
28 Sep 2025
GSTM-HMU: Generative Spatio-Temporal Modeling for Human Mobility Understanding
GSTM-HMU: Generative Spatio-Temporal Modeling for Human Mobility Understanding
Wenying Luo
Zhiyuan Lin
Wenhao Xu
Minghao Liu
Ruoyao Xiao
80
0
0
23 Sep 2025
Few-Shot Query Intent Detection via Relation-Aware Prompt Learning
Few-Shot Query Intent Detection via Relation-Aware Prompt Learning
Liang Zhang
Yuan Li
Shijie Zhang
Zheng Zhang
Xitong Li
77
1
0
06 Sep 2025
MobCLIP: Learning General-purpose Geospatial Representation at Scale
MobCLIP: Learning General-purpose Geospatial Representation at Scale
Ya Wen
Jixuan Cai
Qiyao Ma
Linyan Li
Xinhua Chen
Chris Webster
Yulun Zhou
227
0
0
02 Jun 2025
Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction
Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction
Yu Wang
Junshu Dai
Yuchen Ying
Yuxuan Liang
Tongya Zheng
Weilong Dai
189
2
0
26 May 2025
Boundary Prompting: Elastic Urban Region Representation via Graph-based Spatial Tokenization
Haojia Zhu
Jiahui Jin
Dong Kan
Rouxi Shen
Ruize Wang
Xiangguo Sun
Jinghui Zhang
215
0
0
11 Mar 2025
Mobility-LLM: Learning Visiting Intentions and Travel Preferences from
  Human Mobility Data with Large Language Models
Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024
Letian Gong
Yan Lin
Xinyue Zhang
Yiwen Lu
Xuedi Han
Yichen Liu
Shengnan Guo
Youfang Lin
Huaiyu Wan
203
21
0
29 Oct 2024
Urban Region Pre-training and Prompting: A Graph-based Approach
Urban Region Pre-training and Prompting: A Graph-based ApproachKnowledge Discovery and Data Mining (KDD), 2024
Jiahui Jin
Yifan Song
Dong Kan
Haojia Zhu
Xiangguo Sun
Zhicheng Li
Xigang Sun
Jinghui Zhang
AI4TSAI4CE
439
6
0
12 Aug 2024
Spatial-Temporal Cross-View Contrastive Pre-training for Check-in
  Sequence Representation Learning
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
181
3
0
22 Jul 2024
Semantic-Enhanced Representation Learning for Road Networks with
  Temporal Dynamics
Semantic-Enhanced Representation Learning for Road Networks with Temporal DynamicsIEEE Transactions on Mobile Computing (IEEE TMC), 2024
Yile Chen
Xiucheng Li
Gao Cong
Zhifeng Bao
Cheng Long
144
7
0
18 Mar 2024
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation
Yu Wang
Tongya Zheng
Yuxuan Liang
Shunyu Liu
Mingli Song
203
29
0
04 Mar 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy,
  Advances, and Outlook
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
HAIAI4TS
211
76
0
29 Feb 2024
Jointly Learning Representations for Map Entities via Heterogeneous
  Graph Contrastive Learning
Jointly Learning Representations for Map Entities via Heterogeneous Graph Contrastive Learning
Jiawei Jiang
Yifan Yang
Jingyuan Wang
Junjie Wu
AI4TS
90
3
0
09 Feb 2024
Urban Region Embedding via Multi-View Contrastive Prediction
Urban Region Embedding via Multi-View Contrastive PredictionAAAI Conference on Artificial Intelligence (AAAI), 2023
Zechen Li
Weiming Huang
Kai Zhao
Min Yang
Yongshun Gong
Meng Chen
141
29
0
15 Dec 2023
Urban Region Representation Learning with Attentive Fusion
Urban Region Representation Learning with Attentive Fusion
Fengze Sun
Jianzhong Qi
Yanchuan Chang
Xiaoliang Fan
S. Karunasekera
E. Tanin
AI4TS
135
10
0
07 Dec 2023
City Foundation Models for Learning General Purpose Representations from
  OpenStreetMap
City Foundation Models for Learning General Purpose Representations from OpenStreetMapInternational Conference on Information and Knowledge Management (CIKM), 2023
Pasquale Balsebre
Weiming Huang
Gao Cong
Yi Li
AI4CE
239
26
0
01 Oct 2023
Effective Urban Region Representation Learning Using Heterogeneous Urban
  Graph Attention Network (HUGAT)
Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT)IEEE Access (IEEE Access), 2022
Namwoo Kim
Yoonjin Yoon
AI4TS
100
14
0
18 Feb 2022
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