Weiming Huang

53 papers A* 9A 1Journal 35Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
Beyond Routines: Adaptive Mobility Prediction via Sequential-Relational Fusion.
KDD (1)
Tianao Sun, Ruizhe Liu, Wenzhen Jia, Kai Zhao, Weiming Huang, Meng Chen
2026 J jnl
Fine-grained urban land use simulation: Integrating spatial dynamic modeling with a pre-trained vision-language model.
Comput. Environ. Urban Syst.
Zipan Cai, Andrew Karvonen, Cong Cong, Weiming Huang
2026 — conf
Multi-View Urban Region Embedding via Commonality-Specificity Disentanglement.
KDD (1)
Zechen Li, Hongwei Jia, Kai Zhao, Weiming Huang, Meng Chen
2026 J jnl
Region Embedding With Adaptive Correlation Discovery for Predicting Urban Socioeconomic Indicators.
IEEE Trans. Knowl. Data Eng.
Meng Chen, Hongwei Jia, Zechen Li, Weiming Huang, Kai Zhao, Yongshun Gong, Haoran Xu, Hongjun Dai
2026 J jnl
UrbanMFM: Spatial Graph-Based Multiscale Foundation Models for Learning Generalized Urban Representation.
IEEE Trans. Knowl. Data Eng.
Zhaoqi Zhang, Miao Xie, Pasquale Balsebre, Weiming Huang, Siqiang Luo, Gao Cong
2025 A* conf
Cross-City Latent Space Alignment for Consistency Region Embedding.
ICML
Meng Chen, Hongwei Jia, Zechen Li, Wenzhen Jia, Kai Zhao, Hongjun Dai, Weiming Huang
2025 J jnl
GeoFM: how will geo-foundation models reshape spatial data science and GeoAI?
Int. J. Geogr. Inf. Sci.
Krzysztof Janowicz, Gengchen Mai, Weiming Huang, Rui Zhu, Ni Lao, Ling Cai
2025 — conf
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.
SIGSPATIAL/GIS
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak
2025 J jnl
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.
CoRR
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak
2025 J jnl
Learning dual context aware POI representations for geographic mapping.
Int. J. Appl. Earth Obs. Geoinformation
Quan Qin, Tinghua Ai, Shishuo Xu, Yan Zhang, Weiming Huang, Mingyi Du, Songnian Li
2025 — conf
SILO: Semantic Integration for Location Prediction with Large Language Models.
KDD (2)
Tianao Sun, Meng Chen, Bowen Zhang, Genan Dai, Weiming Huang, Kai Zhao
2025 J jnl
Self-supervised representation learning for geospatial objects: A survey.
Inf. Fusion
Yile Chen, Weiming Huang, Kaiqi Zhao, Yue Jiang, Gao Cong
2025 J jnl
Unveiling optimal SDG pathways: an innovative automated recommendation approach integrating graph pruning, intent graph, and attention mechanism.
Int. J. Digit. Earth
Qiang Wang, Zhihang Yu, Shu Wang, Yunqiang Zhu, Xiaoliang Dai, Zhiqiang Zou, Weiming Huang, Christophe Claramunt
2024 A conf
City Foundation Models for Learning General Purpose Representations from OpenStreetMap.
CIKM
Pasquale Balsebre, Weiming Huang, Gao Cong, Yi Li
2024 A* conf
Exploring Urban Semantics: A Multimodal Model for POI Semantic Annotation with Street View Images and Place Names.
IJCAI
Dabin Zhang, Meng Chen, Weiming Huang, Yongshun Gong, Kai Zhao
2024 A* conf
Going Where, by Whom, and at What Time: Next Location Prediction Considering User Preference and Temporal Regularity.
KDD
Tianao Sun, Ke Fu, Weiming Huang, Kai Zhao, Yongshun Gong, Meng Chen
2024 J jnl
LAMP: A Language Model on the Map.
CoRR
Pasquale Balsebre, Weiming Huang, Gao Cong
2024 A* conf
Learning Hierarchy-Enhanced POI Category Representations Using Disentangled Mobility Sequences.
IJCAI
Hongwei Jia, Meng Chen, Weiming Huang, Kai Zhao, Yongshun Gong
2024 J jnl
Learning visual features from figure-ground maps for urban morphology discovery.
Comput. Environ. Urban Syst.
Jing Wang, Weiming Huang, Filip Biljecki
2024 J jnl
On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper).
ACM Trans. Spatial Algorithms Syst.
Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra, Ninghao Liu, Song Gao, Tianming Liu, Gao Cong, Yingjie Hu, Chris Cundy, Ziyuan Li, Rui Zhu, Ni Lao
2024 A* conf
Profiling Urban Streets: A Semi-Supervised Prediction Model Based on Street View Imagery and Spatial Topology.
KDD
Meng Chen, Zechen Li, Weiming Huang, Yongshun Gong, Yilong Yin
2024 A* conf
Road Network Representation Learning with the Third Law of Geography.
NeurIPS
Haicang Zhou, Weiming Huang, Yile Chen, Tiantian He, Gao Cong, Yew Soon Ong
2024 J jnl
Road Network Representation Learning with the Third Law of Geography.
CoRR
Haicang Zhou, Weiming Huang, Yile Chen, Tiantian He, Gao Cong, Yew-Soon Ong
2024 J jnl
Self-supervised Learning for Geospatial AI: A Survey.
CoRR
Yile Chen, Weiming Huang, Kaiqi Zhao, Yue Jiang, Gao Cong
2024 J jnl
TSANet: A deep learning framework for the delineation of agricultural fields utilizing satellite image time series.
Comput. Electron. Agric.
Shuai Yan, Xiaochuang Yao, Jialin Sun, Weiming Huang, Longshan Yang, Chao Zhang, Bingbo Gao, Jianyu Yang, Wenju Yun, Dehai Zhu
2024 A* conf
Urban Region Embedding via Multi-View Contrastive Prediction.
AAAI
Zechen Li, Weiming Huang, Kai Zhao, Min Yang, Yongshun Gong, Meng Chen
2024 J jnl
Zero-shot urban function inference with street view images through prompting a pretrained vision-language model.
Int. J. Geogr. Inf. Sci.
Weiming Huang, Jing Wang, Gao Cong
2023 J jnl
A Spatial and Adversarial Representation Learning Approach for Land Use Classification with POIs.
ACM Trans. Intell. Syst. Technol.
Ronghui Xu, Weiming Huang, Jun Zhao, Meng Chen, Liqiang Nie
2023 J jnl
A graph autoencoder network to measure the geometric similarity of drainage networks in scaling transformation.
Int. J. Digit. Earth
Huafei Yu, Tinghua Ai, Min Yang, Weiming Huang, Lars Harrie
2023 J jnl
CityFM: City Foundation Models to Solve Urban Challenges.
CoRR
Pasquale Balsebre, Weiming Huang, Gao Cong, Yi Li
2023 J jnl
HealthNet: A Health Progression Network via Heterogeneous Medical Information Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Fuqiang Yu, Lizhen Cui, Huanhuan Chen, Yiming Cao, Ning Liu, Weiming Huang, Yonghui Xu, Hua Lu
2023 J jnl
Mining Geospatial Relationships from Text.
Proc. ACM Manag. Data
Pasquale Balsebre, Dezhong Yao, Gao Cong, Weiming Huang, Zhen Hai
2023 J jnl
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence.
CoRR
Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra, Ninghao Liu, Song Gao, Tianming Liu, Gao Cong, Yingjie Hu, Chris Cundy, Ziyuan Li, Rui Zhu, Ni Lao
2023 J jnl
Pre-Trained Semantic Embeddings for POI Categories Based on Multiple Contexts.
IEEE Trans. Knowl. Data Eng.
Junxiang Bing, Meng Chen, Min Yang, Weiming Huang, Yongshun Gong, Liqiang Nie
2023 A* conf
Towards an Integrated View of Semantic Annotation for POIs with Spatial and Textual Information.
IJCAI
Dabin Zhang, Ronghui Xu, Weiming Huang, Kai Zhao, Meng Chen
2023 J jnl
Uncovering the association between traffic crashes and street-level built-environment features using street view images.
Int. J. Geogr. Inf. Sci.
Sheng Hu, Hanfa Xing, Wei Luo, Liang Wu, Yongyang Xu, Weiming Huang, Wenkai Liu, Tianqi Li
2023 J jnl
Unsupervised land-use change detection using multi-temporal POI embedding.
Int. J. Geogr. Inf. Sci.
Yao Yao, Qia Zhu, Zijin Guo, Weiming Huang, Yatao Zhang, Xiaoqin Yan, Anning Dong, Zhangwei Jiang, Hong Liu, Qingfeng Guan
2023 J jnl
Urban Region Embedding via Multi-View Contrastive Prediction.
CoRR
Zechen Li, Weiming Huang, Kai Zhao, Min Yang, Yongshun Gong, Meng Chen
2023 A* conf
Urban Region Representation Learning with OpenStreetMap Building Footprints.
KDD
Yi Li, Weiming Huang, Gao Cong, Hao Wang, Zheng Wang
2022 J jnl
A design method for an intelligent manufacturing and service system for rehabilitation assistive devices and special groups.
Adv. Eng. Informatics
Zilin Wang, Lizhen Cui, Wei Guo, Lei Zhao, Xin Yuan, Xiaosong Gu, Weizhong Tang, Lingguo Bu, Weiming Huang
2022 J jnl
Estimating urban functional distributions with semantics preserved POI embedding.
Int. J. Geogr. Inf. Sci.
Weiming Huang, Lizhen Cui, Meng Chen, Daokun Zhang, Yao Yao
2022 J jnl
Origin-Aware Location Prediction Based on Historical Vehicle Trajectories.
ACM Trans. Intell. Syst. Technol.
Meng Chen, Qingjie Liu, Weiming Huang, Teng Zhang, Yixuan Zuo, Xiaohui Yu
2022 — conf
Similarity-Aware Collaborative Learning for Patient Outcome Prediction.
DASFAA (2)
Fuqiang Yu, Lizhen Cui, Yiming Cao, Ning Liu, Weiming Huang, Yonghui Xu
2021 J jnl
Narrative Cartography with Knowledge Graphs.
CoRR
Gengchen Mai, Weiming Huang, Ling Cai, Rui Zhu, Ni Lao
2020 — —
Geospatial data and knowledge on the Web: Knowledge-based geospatial data integration and visualisation with Semantic Web technologies.
Weiming Huang
2020 J jnl
Towards Knowledge-Based Geospatial Data Integration and Visualization: A Case of Visualizing Urban Bicycling Suitability.
IEEE Access
Weiming Huang, Khashayar Kazemzadeh, Ali Mansourian, Lars Harrie
2020 J jnl
Towards knowledge-based geovisualisation using Semantic Web technologies: a knowledge representation approach coupling ontologies and rules.
Int. J. Digit. Earth
Weiming Huang, Lars Harrie
2019 J jnl
Assessment and Benchmarking of Spatially Enabled RDF Stores for the Next Generation of Spatial Data Infrastructure.
ISPRS Int. J. Geo Inf.
Weiming Huang, Syed Amir Raza, Oleg Mirzov, Lars Harrie
2019 J jnl
Water Body Extraction From Very High-Resolution Remote Sensing Imagery Using Deep U-Net and a Superpixel-Based Conditional Random Field Model.
IEEE Geosci. Remote. Sens. Lett.
Wenqing Feng, Haigang Sui, Weiming Huang, Chuan Xu, Kaiqiang An
2018 J jnl
A Novel Change Detection Approach for Multi-Temporal High-Resolution Remote Sensing Images Based on Rotation Forest and Coarse-to-Fine Uncertainty Analyses.
Remote. Sens.
Wenqing Feng, Haigang Sui, Jihui Tu, Weiming Huang, Chuan Xu, Kaimin Sun
2018 J jnl
Synchronising geometric representations for map mashups using relative positioning and Linked Data.
Int. J. Geogr. Inf. Sci.
Weiming Huang, Ali Mansourian, Ehsan Abdolmajidi, Haiqi Xu, Lars Harrie
2018 — conf
Towards Knowledge-Based Integration and Visualization of Geospatial Data using Semantic Web Technologies.
RuleML+RR (Supplement)
Weiming Huang
2017 — conf
Geospatial Data Integration and Visualisation Using Linked Data.
AGILE PhD School
Weiming Huang