Publications

Enhancing Spatio-Temporal Forecasting with Spatial Neighbourhood Fusion: COVID-19 Mobility in Peru

Published in IEEE GLOBECOM 2025 (under review), 2025

Recommended citation: Li C. *et al.* Enhancing Spatio-Temporal Forecasting with Spatial Neighbourhood Fusion. IEEE GLOBECOM 2025 (under review).
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DOVA-PATBM: An Adaptive & Scalable Framework for Optimising Large-Scale EV-Charging Infrastructure

Published in ACM SIGSPATIAL 2025 (under review), 2025

Recommended citation: Li C. *et al.* DOVA-PATBM: Adaptive, Scalable EV-Charging Optimisation. Proc. ACM SIGSPATIAL 2025 (under review).
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Semi-Automatic Connection Recovery of 3D Tubular Structure Skeletons via MST and Filtered Delaunay

Published in IEEE BIBM 2025 (under review), 2025

Recommended citation: Yang R., Li C. Semi-Automatic Connection Recovery via MST & Filtered Delaunay Triangulation. IEEE BIBM 2025 (under review).
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An Applied ML Pipeline for Geospatial Groundwater-Level Classification Supporting Early Warning & Resource Planning

Published in ICML 2025 NewInML (accepted), 2025

Recommended citation: Li C., Yang R. An Applied ML Pipeline for Geospatial Groundwater-Level Classification. ICML 2025 (NewInML).
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Fine-Grained Urban-Grid Clustering of Mobile-Phone Metadata with Deep Spatio-Temporal Clustering

Published in IEEE IJCNN 2025 (accepted), 2025

Recommended citation: Hu Z., Li C., Gauthier V., Moungla H. Fine-Grained Urban-Grid Clustering with Deep ST-Clustering. IEEE IJCNN 2025.
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Fusing Multi-Agent Systems for Real-Time Groundwater Early Warning

Published in AAAI 2025 (ongoing), 2025

Recommended citation: Li C. *et al.* Fusing Multi-Agent Systems for Real-Time Groundwater Early Warning. AAAI 2025 (in preparation).
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TDLG at Scale: Modeling Co-Location Events from Large-Scale Human Mobility Data

Published in NetMob 2025 (under review), 2025

Recommended citation: Li C. *et al.* TDLG at Scale: Modeling Co-Location Events from Large-Scale Human Mobility Data. NetMob 2025 (under review).
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On the Utility of Digital Contact Tracing on Empirical Contact Network

Published in NetMob 2025 (under review), 2025

Recommended citation: Li C. *et al.* On the Utility of Digital Contact Tracing on Empirical Contact Network. NetMob 2025 (under review).
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Nation-Scale Risk Mapping from Human Mobility Data Using Time-Decayed Line Graphs

Published in AAAI 2025 (ongoing), 2025

Recommended citation: Li C. *et al.* Nation-Scale Risk Mapping from Human Mobility Data Using Time-Decayed Line Graphs. AAAI 2025 (in preparation).
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Distribution Shift for Spatio-Temporal Networks

Published in AAAI 2025 (ongoing), 2025

Recommended citation: Hu Z., Li C., Naima M., Gauthier V. Distribution Shift for Spatio-Temporal Networks. AAAI 2025 (in preparation).
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Assessing the Usefulness of Digital Contact Tracing Using Real-World Contact Data

Published in Nature Human Behaviour (under review), 2025

Recommended citation: Li C. *et al.* Assessing the Usefulness of Digital Contact Tracing Using Real-World Contact Data. *Nat. Hum. Behav.* (under review).
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Large-Scale Optimisation of Electric-Vehicle Charging Infrastructure

Published in ACM SIGSPATIAL 2024, 2024

Recommended citation: Chuan Li, Shunyu Zhao, Vincent Gauthier, Hassine Moungla. "Large-Scale Optimisation of Electric-Vehicle Charging Infrastructure", ACM SIGSPATIAL 2024.
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