Diansheng Guo

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 23

Top Topics

Convolutional Network

Varying Numbers

Top Venues

Comput. Environ. Urban Syst.

ACM Trans. Knowl. Discov. Data

Publications

Hao Miao, Senzhang Wang, Meiyue Zhang, Diansheng Guo, Funing Sun, Fan Yang
Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction. CoRR (2024)
Tong Xia, Yong Li, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin
History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation. CIKM (2023)
Yingjing Huang, Fan Zhang, Yong Gao, Wei Tu, Fabio Duarte, Carlo Ratti, Diansheng Guo, Yu Liu
Comprehensive urban space representation with varying numbers of street-level images. Comput. Environ. Urban Syst. 106 (2023)
Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation. CoRR (2023)
Jie Feng, Yong Li, Ziqian Lin, Can Rong, Funing Sun, Diansheng Guo, Depeng Jin
Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow Prediction via Modeling Long-range Spatial Dependency. ACM Trans. Knowl. Discov. Data 16 (3) (2022)
Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li
AttnMove: History Enhanced Trajectory Recovery via Attentional Network. CoRR (2021)
Mingyang Zhang, Yong Li, Funing Sun, Diansheng Guo, Pan Hui
Adaptive Spatio-Temporal Convolutional Network for Traffic Prediction. ICDM (2021)
Tong Xia, Junjie Lin, Yong Li, Jie Feng, Pan Hui, Funing Sun, Diansheng Guo, Depeng Jin
3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction. ACM Trans. Knowl. Discov. Data 15 (6) (2021)
Caglar Koylu, Diansheng Guo, Yuan Huang, Alice Kasakoff, Jack Grieve
Connecting family trees to construct a population-scale and longitudinal geo-social network for the U.S. Int. J. Geogr. Inf. Sci. 35 (12) (2021)
Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li
AttnMove: History Enhanced Trajectory Recovery via Attentional Network. AAAI (2021)
Jie Feng, Ziqian Lin, Tong Xia, Funing Sun, Diansheng Guo, Yong Li
A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling. IJCAI (2020)
Jie Feng, Can Rong, Funing Sun, Diansheng Guo, Yong Li
PMF: A Privacy-preserving Human Mobility Prediction Framework via Federated Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Fengli Xu, Zongyu Lin, Tong Xia, Diansheng Guo, Yong Li
SUME: Semantic-enhanced Urban Mobility Network Embedding for User Demographic Inference. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Kai Zhao, Jie Feng, Zhao Xu, Tong Xia, Lin Chen, Funing Sun, Diansheng Guo, Depeng Jin, Yong Li
DeepMM: Deep Learning Based Map Matching with Data Augmentation. SIGSPATIAL/GIS (2019)
Tong Xia, Yue Yu, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin, Yong Li
Understanding Urban Dynamics via State-sharing Hidden Markov Model. WWW (2019)
Jack Grieve, Chris Montgomery, Andrea Nini, Akira Murakami, Diansheng Guo
Mapping Lexical Dialect Variation in British English Using Twitter. Frontiers Artif. Intell. 2 (2019)
Xi Zhu, Diansheng Guo, Caglar Koylu, Chongcheng Chen
Density-based multi-scale flow mapping and generalization. Comput. Environ. Urban Syst. 77 (2019)
Fengli Xu, Zhen Tu, Hongjia Huang, Shuhao Chang, Funing Sun, Diansheng Guo, Yong Li
No More than What I Post: Preventing Linkage Attacks on Check-in Services. WWW (2019)
Diansheng Guo, Hai Jin, Peng Gao, Xi Zhu
Detecting spatial community structure in movements. Int. J. Geogr. Inf. Sci. 32 (7) (2018)
Caglar Koylu, Diansheng Guo
Design and evaluation of line symbolizations for origin-destination flow maps. Inf. Vis. 16 (4) (2017)
Xi Zhu, Diansheng Guo
Urban event detection with big data of taxi OD trips: A time series decomposition approach. Trans. GIS 21 (3) (2017)
Yuan Huang, Diansheng Guo, Alice Kasakoff, Jack Grieve
Understanding U.S. regional linguistic variation with Twitter data analysis. Comput. Environ. Urban Syst. 59 (2016)
Diansheng Guo, Chao Chen
Detecting Non-personal and Spam Users on Geo-tagged Twitter Network. Trans. GIS 18 (3) (2014)
Xi Zhu, Diansheng Guo
Mapping Large Spatial Flow Data with Hierarchical Clustering. Trans. GIS 18 (3) (2014)
Nan Chen, Guo-an Tang, Diansheng Guo, Chongcheng Chen
Influence of DEM orientation on the error of slope calculation. Earth Sci. Informatics 7 (4) (2014)
Diansheng Guo, Xi Zhu
Origin-Destination Flow Data Smoothing and Mapping. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Caglar Koylu, Diansheng Guo
Smoothing locational measures in spatial interaction networks. Comput. Environ. Urban Syst. 41 (2013)
Diansheng Guo, Xi Zhu, Hai Jin, Peng Gao, Clio Andris
Discovering Spatial Patterns in Origin-Destination Mobility Data. Trans. GIS 16 (3) (2012)
John A. Kupfer, Peng Gao, Diansheng Guo
Regionalization of forest pattern metrics for the continental United States using contiguity constrained clustering and partitioning. Ecol. Informatics 9 (2012)
Diansheng Guo, Hai Jin
iRedistrict: Geovisual analytics for redistricting optimization. J. Vis. Lang. Comput. 22 (4) (2011)
Diansheng Guo, Shufan Liu, Hai Jin
A graph-based approach to vehicle trajectory analysis. J. Locat. Based Serv. 4 (3&4) (2010)
Diansheng Guo
Local entropy map: a nonparametric approach to detecting spatially varying multivariate relationships. Int. J. Geogr. Inf. Sci. 24 (9) (2010)
Diansheng Guo, Jeremy L. Mennis
Erratum to "Spatial data mining and geographic knowledge discovery - An introduction" [Computers, Environment and Urban Systems 33 (2009) 403-408]. Comput. Environ. Urban Syst. 34 (2) (2010)
Diansheng Guo
Greedy Optimization for Contiguity-Constrained Hierarchical Clustering. ICDM Workshops (2009)
Jeremy Mennis, Diansheng Guo
Spatial data mining and geographic knowledge discovery - An introduction. Comput. Environ. Urban Syst. 33 (6) (2009)
Hai Jin, Diansheng Guo
Understanding Climate Change Patterns with Multivariate Geovisualization. ICDM Workshops (2009)
Diansheng Guo
Flow Mapping and Multivariate Visualization of Large Spatial Interaction Data. IEEE Trans. Vis. Comput. Graph. 15 (6) (2009)
Ke Liao, Diansheng Guo
. Trans. GIS 12 (3) (2008)
Diansheng Guo
Regionalization with dynamically constrained agglomerative clustering and partitioning (REDCAP). Int. J. Geogr. Inf. Sci. 22 (7) (2008)
Diansheng Guo
Visual analytics of spatial interaction patterns for pandemic decision support. Int. J. Geogr. Inf. Sci. 21 (8) (2007)
Diansheng Guo, Jin Chen, Alan M. MacEachren, Ke Liao
A Visualization System for Space-Time and Multivariate Patterns (VIS-STAMP). IEEE Trans. Vis. Comput. Graph. 12 (6) (2006)
Diansheng Guo, Mark Gahegan
Spatial ordering and encoding for geographic data mining and visualization. J. Intell. Inf. Syst. 27 (3) (2006)
Xiping Dai, Diansheng Guo, Alan M. MacEachren, Biliang Zhou, Jin Chen, James Macgill
Web-Based Collaborative Tools for Geospatial Data Exploration. DG.O (2004)
Alan M. MacEachren, Xiping Dai, Frank Hardisty, Diansheng Guo, Eugene Lengerich
Exploring High-D Spaces with Multiform Matrices and Small Multiples. INFOVIS (2003)
Diansheng Guo
A Geographic Visual Query Composer (GVQC) for Accessing Federal Databases. DG.O (2003)
Diansheng Guo, Donna Peuquet, Mark Gahegan
ICEAGE: Interactive Clustering and Exploration of Large and High-Dimensional Geodata. GeoInformatica 7 (3) (2003)
Diansheng Guo
Coordinating computational and visual approaches for interactive feature selection and multivariate clustering. Inf. Vis. 2 (4) (2003)
Diansheng Guo, Donna Peuquet, Mark Gahegan
Opening the black box: interactive hierarchical clustering for multivariate spatial patterns. ACM-GIS (2002)