Yan Li

Orcid: 0000-0001-9683-9908

Affiliations:

University of Minnesota, Department of Computer Science and Engineering, Minneapolis, MN, USA

According to our database¹, Yan Li authored at least 27 papers between 2016 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

Dataset

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Bibliography

2023

Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey.

[BibT_eX]

[DOI]

Yiqun Xie

Shashi Shekhar

Yan Li

ACM Comput. Surv., 2023

Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Understanding COVID-19 Effects on Mobility: A Community-Engaged Approach.

[BibT_eX]

[DOI]

CoRR, 2022

SAMCNet: Towards a Spatially Explainable AI Approach for Classifying MxIF Oncology Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

CSCD: towards spatially resolving the heterogeneous landscape of MxIF oncology data.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2022

2021

MC-DGCNN: A Novel DNN Architecture for Multi-Category Point Set Classification.

[BibT_eX]

[DOI]

CoRR, 2021

Vehicle Emissions Prediction with Physics-Aware AI Models: Preliminary Results.

[BibT_eX]

[DOI]

Harish Panneer Selvam

CoRR, 2021

2020

Significant spatial co-distribution pattern discovery.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., 2020

Physics-guided Energy-efficient Path Selection Using On-board Diagnostics Data.

[BibT_eX]

[DOI]

Trans. Data Sci., 2020

Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles.

[BibT_eX]

[DOI]

CoRR, 2020

A Physics Model-Guided Online Bayesian Framework for Energy Management of Extended Range Electric Delivery Vehicles.

[BibT_eX]

[DOI]

CoRR, 2020

Uncertainty-aware Energy Management of Extended Range Electric Delivery Vehicles with Bayesian Ensemble.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Discovering Spatial Mixture Patterns of Interest.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Significant lagrangian linear hotspot discovery.

[BibT_eX]

[DOI]

Proceedings of the IWCTS@SIGSPATIAL 2020: Proceedings of the 13th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2020

Risk-aware Energy Management of Extended Range Electric Delivery Vehicles with Implicit Quantile Network.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

Trajectory-aware Lowest-cost Path Selection: A Summary of Results.

[BibT_eX]

[DOI]

Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019

A Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Uncertainty Estimation with Distributional Reinforcement Learning for Applications in Intelligent Transportation Systems: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Actor-Critic based Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2018

Transforming Smart Cities with Spatial Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Smart Cities Conference, 2018

Local Co-location Pattern Detection: A Summary of Results.

[BibT_eX]

[DOI]

Yan Li

Shashi Shekhar

Proceedings of the 10th International Conference on Geographic Information Science, 2018

Physics-guided energy-efficient path selection: a summary of results.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017

Transdisciplinary Foundations of Geospatial Data Science.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2017

Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Supply and Demand Aware Synthetic Data Generation for On-demand Traffic with Real-world Characteristics.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM SIGSPATIAL Workshop on Computational Transportation Science, 2017

2016

Mining Network Hotspots with Holes: A Summary of Results.

[BibT_eX]

[DOI]

Proceedings of the Geographic Information Science - 9th International Conference, 2016

Yan Li

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