← All authors Ziqi Li Florida State University (from arXiv:2504.12450, 2025) · ORCID · OpenAlex
28 papers in scope · 27 published · 1 on the econ.EM arXiv · 2,900 citations · h-index 13 (over the papers listed here)
Identity warning. This OpenAlex author record appears to combine more than one person. Treat the list below with caution. Evidence: alternative names carry 3 different surnames: lu, xu, ziqi; 9 top-level fields at >=2% share; 11 distinct last-known institutions; 11 institutions is not one person's career; a 352-work profile hanging on 1 econ.EM paper.
Papers (2 of 28)
Do foundation models work for geospatial tabular data? An investigation of TabPFN and a proposed enhancement based on geospatial sparse attention
published 2026 · International Journal of Geographical Information Systems
with Rui Deng, Mingshu Wang
How Green Innovation Affects Carbon Emissions: The Moderating Role of Climate Policy Uncertainty and Digital Transformation
published 2026 · Advances in Economics Management and Political Sciences
A Cross-Modal Lag-Aware Graph Contrastive Learning Soft Sensing Framework for Safety Domain Modeling in Process Industries
published 2026 · IEEE Transactions on Instrumentation and Measurement
with Jinlin Ye, Shangjie Ren, Haiyong Chen, Liang Yang, Wei Zhang
GeoXCP: uncertainty quantification of spatial explanations in explainable AI
published 2025 · International Journal of Geographical Information Systems · 5 citations
with Xiayin Lou, Peng Luo, Song Gao, Liqiu Meng
Geographically Weighted Cronbach's Alpha (GWalpha): An Exploratory Local Measure of Reliability for Scale Construction
published 2025 · Geographical Analysis · 1 citations
with Sui Zhang
Measuring univariate effects in the interaction of geographical patterns
published 2025 · International Journal of Geographical Information Systems · 11 citations
with Peng Luo, Yang Li, Yongze Song, Liqiu Meng
Where England's cities are growing: Evidence from big building footprint data and explainable AI
published 2025 · Habitat International · 4 citations
with Xinyi Yuan, Anahid Basiri, Mingshu Wang
published 2025 · Geographical Analysis · 2 citations
working paper 2025 · arXiv · 2 citations
A Review of Stock Price Prediction Research Based on Artificial Intelligence and Big Data Technology
published 2025 · Theory and Practice of Science and Technology
On ignoring the heterogeneity in spatial autocorrelation: consequences and solutions
published 2024 · International Journal of Geographical Information Systems · 25 citations
with Zehua Zhang, Yongze Song
GeoShapley: A Game Theory Approach to Measuring Spatial Effects in Machine Learning Models
published 2024 · Annals of the American Association of Geographers · 82 citations · first circulated 2023
Multilevel Geographical Process Models (MGPMs): A Novel Framework for Modeling Individual-and Multi-Level Spatial Process Heterogeneity
published 2024 · AGILE GIScience Series
with Sui Zhang
On the local modeling of count data: multiscale geographically weighted Poisson regression
published 2023 · International Journal of Geographical Information Systems · 24 citations
with Mehak Sachdeva, A. Stewart Fotheringham, Hanchen Yu
Features of Industrial Green Technology Innovation in the Yangtze River Economic Belt of China Based on Spatial Correlation Network
published 2023 · Sustainability · 2 citations
with Mengchao Yao, Yunfei Wang
Green credit operation performance evaluation of commercial banks in the context of epidemic and carbon reduction
published 2023 · Energy Exploration & Exploitation · 1 citations
with Wen-Tsao Pan, Zhong-huan Wu, Wenxuan Shen, Wen Chan, Xiuli Liao, Menglei Wu
Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost
published 2022 · Computers Environment and Urban Systems · 1085 citations
On the notion of ‘bandwidth’ in geographically weighted regression models of spatially varying processes
published 2022 · International Journal of Geographical Information Systems · 68 citations
with A. Stewart Fotheringham, Hanchen Yu, Levi John Wolf, Taylor M. Oshan
Do Places Have Value?: Quantifying the Intrinsic Value of Housing Neighborhoods Using MGWR
published 2022 · Journal of Housing Research · 29 citations
with Mehak Sachdeva, Stewart Fotheringham
Are We Modelling Spatially Varying Processes or Non‐linear Relationships?
published 2021 · Geographical Analysis · 30 citations
with Mehak Sachdeva, A. Stewart Fotheringham, Hanchen Yu
Model to Predict Wartime Equipment Waste Based on Multiple Regression Analysis
published 2021 · Journal of Physics Conference Series · 3 citations
with Guiming Chen, Qiaoyang Li
Forecast of Development Cost of Missile Equipment Based on Partial Least Squares
published 2020 · Journal of Physics Conference Series · 1 citations
with Qiaoyang Li, Guiming Chen, Boxuan Fan
On the measurement of bias in geographically weighted regression models
published 2020 · Spatial Statistics · 59 citations · first circulated 2019
with Hanchen Yu, A. Stewart Fotheringham, Taylor M. Oshan, Levi John Wolf, Alexander Stewart Fotheringham
Measuring Bandwidth Uncertainty in Multiscale Geographically Weighted Regression Using Akaike Weights
published 2020 · Annals of the American Association of Geographers · 74 citations · first circulated 2019
with A. Stewart Fotheringham, Taylor M. Oshan, Levi John Wolf, Alexander Stewart Fotheringham
Computational improvements to multi-scale geographically weighted regression
published 2020 · International Journal of Geographical Information Systems · 164 citations
with A. Stewart Fotheringham
mgwr: A Python Implementation of Multiscale Geographically Weighted Regression for Investigating Process Spatial Heterogeneity and Scale
published 2019 · ISPRS International Journal of Geo-Information · 787 citations · first circulated 2018
with Taylor M. Oshan, Wei Kang, Levi John Wolf, A. Stewart Fotheringham, Alexander Stewart Fotheringham
A comment on geographically weighted regression with parameter-specific distance metrics
published 2019 · International Journal of Geographical Information Systems · 38 citations
with Taylor M. Oshan, Levi John Wolf, A. Stewart Fotheringham, Wei Kang, Hanchen Yu
Inference in Multiscale Geographically Weighted Regression
published 2019 · Geographical Analysis · 403 citations · first circulated 2018
with Hanchen Yu, A. Stewart Fotheringham, Taylor M. Oshan, Wei Kang, Levi John Wolf, Stewart Fotheringham
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