Danhuai Guo

Beijing University of Chemical Technology — China

Computer Science · Physical Sciences

17h-index1.3kcitations86works2.12yr avg
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Research Topics

Data Management and Algorithms(28), Geographic Information Systems Studies(26), Human Mobility and Location-Based Analysis(16), Data-Driven Disease Surveillance(9), Viral Infections and Vectors(8)

Publications86 total

EventFormer: a hierarchical neural point process framework for spatio-temporal clustering events prediction
Journal Of Big Data·2025Open Access
SceneDiffusion: Scene Generation Model Embedded with Spatial Constraints
ISPRS International Journal of Geo-Information·2025Open Access
A dataset of spatial cognition experiment in virtual reality system
China Scientific Data·2025Open Access
Do Large Language Models have Spatial Cognitive Abilities?
ACM Transactions on Intelligent Systems and Technology·2025
DPSTCN: Dynamic Pattern-Aware Spatio-Temporal Convolutional Networks for Traffic Flow Forecasting
ISPRS International Journal of Geo-Information·2024· 5 citedOpen Access
Fault‐tolerant quantum chemical calculations with improved machine‐learning models
Journal of Computational Chemistry·2024Open Access
A spatial scene reconstruction framework in emergency response scenario
Journal of Safety Science and Resilience·2024· 2 citedOpen Access
Research on the Spatial Data Intelligent Foundation Model
arXiv (Cornell University)·2024Open Access
SpatialScene2Vec: A self-supervised contrastive representation learning method for spatial scene similarity evaluation
International Journal of Applied Earth Observation and Geoinformation·2024· 14 citedOpen Access
Fault-tolerant Quantum Chemical Calculations with Improved Machine-Learning Models
arXiv (Cornell University)·2024Open Access
WYA
2023
Spatio-temporal Heterogeneity Analysis of Transportation Equity Based on GTWR
2023· 2 cited
AIGC challenges and opportunities related to public safety: A case study of ChatGPT
Journal of Safety Science and Resilience·2023· 105 citedOpen Access
DeepSSN: A deep convolutional neural network to assess spatial scene similarity
Transactions in GIS·2022· 10 cited
DeepSSN: a deep convolutional neural network to assess spatial scene similarity
arXiv (Cornell University)·2022Open Access
Spatial scene similarity assessment based on deep learning
2021
The 5th ACM SIGSPATIAL International Workshop on Safety and Resilience
SIGSPATIAL Special·2021· 1 cited
Performance Ranking Based on Bézier Ranking Principal Curve
Lecture notes in computer science·2021
Spatial distribution of leptospirosis incidence in the Upper Yangtze and Pearl River Basin, China: Tools to support intervention and elimination
The Science of The Total Environment·2020· 17 cited
Discentralized human movement control and management for campus safety
2019
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Frequent Co-authors

Yuanchun Zhou(10), Shuo Shang(7), Yin Wenwu(6), Jianhui Li(5), Ricardo J. Soares Magalhães(5), Hongjie Yu(4), Wei Xu(4), Shunzhi Zhu(4), Hang Zhou(3), Pandji Wibawa Dhewantara(3), Abdullah Al Mamun(3), Fan Ding(3), Wenbiao Hu(3), Jiajun Liu(3), Ji-Rong Wen(3), Wenjuan Cui(3), Yi Du(3), Yingqiu Zhu(3), Yan Wang(3), Yong Ge(3)