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Collaborations and top research areas from the last five years
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A transformer based multi-task deep learning model for urban livability evaluation by fusing remote sensing and textual geospatial data
Zhou, W., Persello, C., Ming, D., Wang, S. & Stein, A., Mar 1 2026, In: Remote Sensing of Environment. 334, 115232.Research output: Contribution to journal › Article › peer-review
Open Access -
CEMG: Collaborative-Enhanced Multimodal Generative Recommendation
Lin, Y., Chen, H., Chen, X., Wang, S., Xu, I. & Jiang, D., 2026, MultiMedia Modeling - 32nd International Conference on Multimedia Modeling, MMM 2026, Proceedings. Lokoc, J., Peška, L., Zahálka, J., Rudinac, S., Sharma, U., Kastner, M., Chen, J., Hu, M.-C. & Wu, J. (eds.). Springer, p. 508-521 14 p. (Lecture Notes in Computer Science; vol. 16412 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Converging high-performance computing and machine learning for geospatial discovery and innovation
Lyu, F., Kang, Y. & Wang, S., Mar 3 2026, (E-pub ahead of print) In: Annals of GIS.Research output: Contribution to journal › Review article › peer-review
Open Access -
Adaptive bidirectional planning framework for enhanced safety and robust decision-making in autonomous navigation systems
Yu, D., Wang, S., Xu, Y., Wang, T. & Zou, J., Jun 2025, In: Journal of Supercomputing. 81, 8, 965.Research output: Contribution to journal › Article › peer-review
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AgentBuilder: Automating agent creation via large language model-driven systems
Tang, W., Zhang, H. W., Huang, J., Wang, S., Yu, F., Yang, H. & Wang, Y., Sep 14 2025, In: Neurocomputing. 646, 130476.Research output: Contribution to journal › Article › peer-review
Datasets
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Data for Spatial Accessibility to HIV (Human Immunodeficiency Virus) Testing, Treatment, and Prevention Services in Illinois and Chicago, USA
Kang, J.-Y. (Creator), Farkhad, B. F. (Creator), Chan, M.-P. S. (Creator), Michels, A. (Creator), Albarracín, D. (Creator) & Wang, S. (Creator), University of Illinois Urbana-Champaign, Jun 22 2022
DOI: 10.13012/B2IDB-9096476_V1
Dataset
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Multi-scale CyberGIS Analytics for Detecting Spatiotemporal Patterns of COVID-19
Lyu, F. (Creator), Kang, J.-Y. (Creator), Wang, S. (Creator), Han, S. (Creator), Li, Z. (Creator), Wang, S. (Creator) & Padmanabhan, A. (Creator), University of Illinois Urbana-Champaign, Apr 18 2021
DOI: 10.13012/B2IDB-0299659_V1
Dataset
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Data for "Mapping dynamic human sentiments of heat exposure with location-based social media data"
Lyu, F. (Creator), Zhou, L. (Creator), Park, J. (Creator), Baig, F. (Creator) & Wang, S. (Creator), University of Illinois Urbana-Champaign, May 30 2024
DOI: 10.13012/B2IDB-9405860_V1
Dataset
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A 3DCNN-based method to land cover classification
Xu, Z. (Creator) & Wang, S. (Creator), University of Illinois Urbana-Champaign, Dec 13 2018
DOI: 10.13012/B2IDB-0024113_V1
Dataset
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A Vector-Based Method for Drainage Network Analysis Based on LiDAR Data
Lyu, F. (Creator), Xu, Z. (Creator), Ma, X. (Creator), Wang, S. (Creator), Li, Z. (Creator) & Wang, S. (Creator), University of Illinois Urbana-Champaign, Oct 13 2021
DOI: 10.13012/B2IDB-6359717_V1
Dataset
Press/Media
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CyberGIS Center produces platform to track and help prevent COVID-19
6/23/20
1 Media contribution
Press/Media: Research