Knowledge-infused Contrastive Learning for Urban Imagery-based
Socioeconomic Prediction

Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction

25 February 2023

Jingtao Ding

Yong Li

Papers citing "Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction"

17 / 17 papers shown

Title
CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction Jinlin Li Xiao Zhou 38 0 0 13 Jan 2025
Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN Zhilun Zhou Jingyang Fan Yu Liu Fengli Xu Depeng Jin Yong Li 24 1 0 29 Oct 2024
Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal Learning Junlin He Tong Nie Wei Ma AI4TS 26 2 0 22 Aug 2024
Urban Region Pre-training and Prompting: A Graph-based Approach Jiahui Jin Yifan Song Dong Kan Haojia Zhu Xiangguo Sun Zhicheng Li Xigang Sun Jinghui Zhang AI4TS AI4CE 37 4 0 12 Aug 2024
MuseCL: Predicting Urban Socioeconomic Indicators via Multi-Semantic Contrastive Learning Xixian Yong Xiao Zhou 18 4 0 23 Jun 2024
UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction Xixuan Hao Wei Chen Yibo Yan Siru Zhong Kun Wang Qingsong Wen Yuxuan Liang VLM 79 0 0 25 Mar 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 47 35 0 29 Feb 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 77 15 0 30 Jan 2024
Urban Region Embedding via Multi-View Contrastive Prediction Zechen Li Weiming Huang Kai Zhao Min Yang Yongshun Gong Meng Chen 17 12 0 15 Dec 2023
Devil in the Landscapes: Inferring Epidemic Exposure Risks from Street View Imagery Zhenyu Han Yanxin Xi Tong Xia Yu Liu Yong Li 16 4 0 09 Nov 2023
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web Yibo Yan Haomin Wen Siru Zhong Wei Chen Haodong Chen Qingsong Wen Roger Zimmermann Yuxuan Liang 13 47 0 22 Oct 2023
Self-supervised learning unveils change in urban housing from street-level images Steven Stalder Michele Volpi Nicolas Büttner Stephen Law K. Harttgen Esra Suel SSL 28 5 0 20 Sep 2023
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities Yanxin Xi Yu Liu Tong Li Jintao Ding Yunke Zhang Sasu Tarkoma Yong Li Pan Hui 25 7 0 01 Aug 2023
Spatial Heterophily Aware Graph Neural Networks Congxi Xiao Jingbo Zhou Jizhou Huang Tong Xu Hui Xiong 26 5 0 21 Jun 2023
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction Yansong NING Hao Liu Hao Wang Zhenyu Zeng Hui Xiong AI4TS 24 24 0 20 Jun 2023
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery Esther Rolf J. Proctor T. Carleton I. Bolliger Vaishaal Shankar Miyabi Ishihara Benjamin Recht S. Hsiang 92 122 0 16 Oct 2020
Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US Timnit Gebru J. Krause Yilun Wang Duyun Chen Jia Deng Erez Aiden Lieberman Li Fei-Fei HAI 93 414 0 22 Feb 2017