Publications
You can also find my articles on my Google Scholar profile and latest CV.
Journal Articles
Is a 15-Minute City Within Reach? Measuring Multimodal Accessibility and Carbon Footprint in 12 Major American Cities
Land Use Policy, 2025
Conserved quantities in human mobility: From locations to trips
Transportation Research Part C: Emerging Technologies, 2023
Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism
Computers, Environment and Urban Systems, 2023
Hierarchical community detection and functional area identification with OSM roads and complex graph theory
International Journal of Geographical Information Science, 2019
Estimating China's poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques
Geo-Spatial Information Science, 2023
Under the Dome: A 3D Urban Texture Model and Its Relationship with Urban Land Surface Temperature
Annals of the American Association of Geographers, 2022
Discovering the homogeneous geographic domain of human perceptions from street view images
Landscape and Urban Planning, 2021
Spatiotemporal distribution of human trafficking in China and predicting the locations of missing persons
Computers, Environment and Urban Systems, 2021
The Traj2Vec model to quantify residents' spatial trajectories and estimate the proportions of urban land-use types
International Journal of Geographical Information Science, 2021
Analyzing the Effects of Rainfall on Urban Traffic-Congestion Bottlenecks
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020
Exploring the spatial differentiation of urbanization on two sides of the Hu Huanyong Line – based on nighttime light data and cellular automata
Applied Geography, 2019
Fine-scale intra- and intercity commercial store site recommendations via multisource big data
Transactions in GIS, 2019
Mining transition rules of cellular automata for simulating urban expansion by using the deep learning techniques
International Journal of Geographical Information Science, 2018
Estimating the effects of “community opening” policy on alleviating traffic congestion in large Chinese cities by integrating ant colony optimization and complex network analyses
Computers, Environment and Urban Systems, 2018
Mapping fine–scale urban housing prices by fusing remotely sensed imagery and social media data
Transactions in GIS, 2018
Classifying urban land use by integrating remote sensing and social medias data
International Journal of Geographical Information Science, 2017
Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata
International Journal of Geographical Information Science, 2017
Conference Proceedings
Causal inference for interpretable and robust deep learning in mobility analysis
25th Swiss Transport Research Conference (STRC), 2025
Towards realistic individual activity location demand synthesis using deep generative networks
24th Swiss Transport Research Conference (STRC), 2024
Influence of tracking duration on the privacy of individual mobility graphs
17th International Conference on Location-Based Services (LBS), 2022
Graph-resnets for short-term traffic forecasts in almost unknown cities
NeurIPS 2019 Competition and Demonstration Track
Preprints
Bidirectional yet asymmetric causality between urban systems and traffic dynamics in 30 cities worldwide
Under Review, 2025
UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations
Under Review, 2025
Interpreting Deep Learning Models for Traffic Forecast: A Case Study of UNet
Under Review, 2024
Uncertainty quantification and out-of-distribution detection using surjective normalizing flows
Under Review, 2023