Table of Contents

• Enhancing Spatial Spread Prediction of Infectious Diseases through Integrating Multi-scale Human Mobility DynamicsYinzhou Tang, Huandong Wang, Yong Li. [doi]
• Brussels Mobility TwinMahmoud Sakr, Gaspard Merten. [doi]
• Efficient Nearest Neighbor Queries on Non-point DataAchilleas Michalopoulos, Dimitrios Tsitsigkos, Panagiotis Bouros, Nikos Mamoulis, Manolis Terrovitis. [doi]
• Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest RecommendationXiaohang Xu, Toyotaro Suzumura, Jiawei Yong, Masatoshi Hanai, Chuang Yang, Hiroki Kanezashi, Renhe Jiang, Shintaro Fukushima. [doi]
• Enhanced Mapping of Supraglacial Lakes Through Dual-attention Deep Neural NetworkHaoran Wang, Jiawei Wei, Xiaoyong Gao, Dexuan Sha, Yiyun Luo, Junliu Yang. [doi]
• Forecasting Dengue Fever Risk in Regions without Sensors Using Multi-View Graph Fusion Recurrent Neural NetworkPei-Xuan Li, Hsun-Ping Hsieh. [doi]
• Periodic Shift and Event-aware Spatio-Temporal Graph Convolutional Network for Traffic Congestion PredictionFuxian Li, Huan Yan, Hongjie Sui, Deng Wang, Fan Zuo, Yue Liu, Yong Li, Depeng Jin. [doi]
• SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial DatasetsDaria Reshetova, Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey. [doi]
• Geo-knowledge-informed Deep Learning for Auto-identification of Supraglacial Lakes on the Greenland Ice Sheet from Satellite ImageryWei Chen, Song Gao, Feng Zhang. [doi]
• Spatial Data Management for Green MobilityChristophe Claramunt, Christine Bassem, Demetrios Zeinalipour-Yazti, Baihua Zheng, Goce Trajcevski, Kristian Torp. [doi]
• Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models (Vision Paper)Jinmeng Rao, Song Gao 0001, Gengchen Mai, Krzysztof Janowicz. [doi]
• Reachability Queries on Dynamic Temporal Bipartite GraphsLohan Meunier, Ying Zhao. [doi]
• Web-Based Traffic-Sign DetectionKasper Fromm Pedersen, Kristian Torp. [doi]
• Generating Realistic and Representative Trajectories with Mobility Behavior ClusteringHaowen Lin, Sina Shaham, Yao-Yi Chiang, Cyrus Shahabi. [doi]
• Empowering Spatial Knowledge Graph for Mobile Traffic PredictionJiahui Gong, Yu Liu, Tong Li, Haoye Chai, Xing Wang, Junlan Feng, Chao Deng, Depeng Jin, Yong Li 0008. [doi]
• Uncovering Causal Relationships in Co-location Patterns: Approximating Direct Causes through Granger Causality MiningHong Su, Raymond Chi-Wing Wong. [doi]
• Integrating Automated Annotation of Magnetic Prospection Data into GIS Workflows in Archaeology (demo paper)Steffen Strohm, Finn Witzany, Christian Beth, Matthias Renz. [doi]
• On the Use of Abundant Road Speed Data for Travel Demand Calibration of Urban Traffic SimulatorsSuyash C. Vishnoi, Akhil Shetty, Iveel Tsogsuren, Neha Arora, Carolina Osorio. [doi]
• Towards Inherently Interpretable Deep Learning for Accelerating Scientific Discoveries in Climate ScienceAnh N. Nhu, Yiqun Xie. [doi]
• One-Shot Traffic Assignment with Forward-Looking PenalizationGiuliano Cornacchia, Mirco Nanni, Luca Pappalardo. [doi]
• UniCellular: An Accurate and Ubiquitous Floor Identification System using Single Cell Tower InformationSherif Mostafa, Khaled A. Harras, Moustafa Youssef 0001. [doi]
• Artificial General Intelligence for Human Mobility (Vision Paper)Hao Xue 0001, Flora D. Salim. [doi]
• Virtual Graph Neural Networks: A Novel Approach for Building-Agnostic Indoor Positioning SystemMohammed Elkholy, Hamada Rizk, Moustafa Youssef 0001. [doi]
• Roaming Navigation for Pedestrians (Demo Paper)Keisuke Otaki, Ai Nakada, Tomosuke Maeda, Takayoshi Yoshimura, Hiroyuki Sakai 0008. [doi]
• Saliency Driven Imagery Preprocessing for Efficient Compression - Industrial PaperJustin Downes, Sam Saltwick, Anthony Chen. [doi]
• VesselVision: Fleet Safety Awareness over Streaming Vessel TrajectoriesAndreas Tritsarolis, Nikos Pelekis, Yannis Theodoridis. [doi]
• Massive Trajectory Data Based on Patterns of LifeHossein Amiri, Shiyang Ruan, Joon-Seok Kim 0001, Hyunjee Jin, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle. [doi]
• A Heterogeneous Attention Network Model for Longitudinal Analysis of Socioeconomic and Racial Inequalities in Urban Regions: Evidence from Chicago, ILNamwoo Kim, Hyeyeong Lee, Yoonjin Yoon. [doi]
• A novel application of DUCK-Net for extracting supraglacial lakes in GreenlandAdam Booth, Richard Burke. [doi]
• TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road NetworksBaixiang Huang, Bryan Hooi, Kai Shu. [doi]
• SCANNER: A Spatio-temporal Correlation and Neighborhood-based Feature Enrichment for Traffic PredictionSteve Gounoue, Ran Yu 0001, Elena Demidova. [doi]
• Efficient and Accurate Object Extraction from Scanned Maps by Leveraging External Data and Learning Representative ContextWeiwei Duan. [doi]
• A Post-routing ETA Model Providing Confidence FeedbackChiqun Zhang, Dragomir Yankov, Antonios Karatzoglou, Michael R. Evans, Florin Sabau, Oussama Dhifallah. [doi]
• Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic SegmentationLinhan Wang, Shuo Lei, Jianfeng He, Shengkun Wang, Min Zhang, Chang-Tien Lu. [doi]
• A Novel Approach for Company Real Workplace Identification via E-commercial DataHuimin Ren, Sijie Ruan, Ye Yuan, Yanhua Li, Jie Bao 0003, Tianfu He, Huajun He, Chuishi Meng, Yu Zheng 0004. [doi]
• A Demonstration of GTI: A Scalable Graph-based Trajectory ImputationKeivin Isufaj, Jade Choghari, Mohamed Mokhtar Elshrif. [doi]
• Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit ForecastingArash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi. [doi]
• DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion ModelsHaomin Wen, Youfang Lin, Yutong Xia, Huaiyu Wan, Qingsong Wen, Roger Zimmermann, Yuxuan Liang. [doi]
• Scalable Evaluation of Local K-Function for Radius-Accurate Hotspot Detection in Spatial NetworksYongyi Liu, Yunfan Kang, Ahmed Mahmood, Amr Magdy 0001. [doi]
• Data and Resources Paper: A Multi-granularity Decade-Long Geo-Tagged Twitter Dataset for Spatial ComputingYunhe Feng, Zexuan Meng, Colton Clemmer, Heng Fan 0001, Yan Huang. [doi]
• Towards Learning of Spatial Triad from Online TextJina Kim, Yao-Yi Chiang. [doi]
• TrajGDM: A New Trajectory Foundation Model for Simulating Human MobilityChen Chu, Hengcai Zhang, Feng Lu 0004. [doi]
• CICMoD - A Climate Index Collection Benchmark (Data and Resources Paper)Marco Landt-Hayen, Willi Rath, Sebastian Wahl, Martin Claus. [doi]
• Towards Robust Contrail Detection by Mitigating Label Bias via a Probabilistic Deep Learning Model: A Preliminary StudyYejun Lee, Eun-Kyeong Kim, Jaejun Yoo. [doi]
• GPT Applications in Relevance Model Training in Map SearchRenzhong Wang, Maryam Mousaarab Najafabadi, Chiqun Zhang, Long-Qi Chen, Tanya Olenina, Dragomir Yankov. [doi]
• SpatialFlip: A Postprocessing Method to Improve Spatial FairnessVíctor Arroyo, Dimitris Sacharidis. [doi]
• Diving into Supraglacial Lakes Detection: a Deep Semantic Segmentation ApproachSimon Walther, Leonard Cseres, Rémy Marquis, Bertil Chapuis, Andrés Pérez-Uribe. [doi]
• Point2Hex: Higher-order Mobility Flow Data and ResourcesAli Faraji, Jing Li, Gian Alix, Mahmoud Alsaeed, Nina Yanin, Amirhossein Nadiri, Manos Papagelis. [doi]
• Statistical Inference for Spatial RegionalizationHussah AlRashid, Amr Magdy 0001, Sergio J. Rey. [doi]
• Deep Learning for HABs Prediction with Multimodal FusionFei Zhao, Chengcui Zhang. [doi]
• Selecting Landmarks for Wayfinding Assistance Based on Advance VisibilitySven Gedicke, Martin Tomko, Stephan Winter 0001, Jan-Henrik Haunert. [doi]
• The Trajectory Interval Forest Classifier for Trajectory ClassificationCristiano Landi, Riccardo Guidotti, Mirco Nanni, Anna Monreale. [doi]
• MaaSDB: Spatial Databases in the Era of Large Language Models (Vision Paper)Jianzhong Qi 0001, Zuqing Li, Egemen Tanin. [doi]
• Towards Disability-Aware Sidewalk RoutingChan Young Koh, Abdeltawab M. Hendawi. [doi]
• Efficient Interactive Visualization of Large Geospatial Query ResultsHannah Bast, Patrick Brosi, Johannes Kalmbach, Axel Lehmann 0002. [doi]
• SolarDetector: A Transformer-based Neural Network for the Detection and Masking of Solar PanelsAbdulrahman Salama, Abdeltawab M. Hendawi, Mohamed Ali 0002, Eyhab Al-Masri, Richard Franklin, Anish Deshpande. [doi]
• Epidemic Amplifier Detection: Finding High-Risk Locations in COVID-19 Cases' Location Sequences via Multi-task LearningYue Hu, Xiaoli Wang, Huimin Ren, Tianfu He, Tan Tang, Huajun He, Chuishi Meng, Boyang Han, Jie Bao 0003, Ying Sun, Gang Li, Quanyi Wang, Peng Yang, Yu Zheng 0004. [doi]
• GeoAI-Powered Lane Matching for Bike Routes in GLOSA AppsPhilipp Matthes, Daniel Jeschor, Thomas Springer 0001. [doi]
• Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal ApproachSai Deepthi Yeddula, Chen Jiang, Bo Hui 0001, Wei-Shinn Ku. [doi]
• Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility AnalysisLiyue Fan, Luca Bonomi. [doi]
• FedGeo: Privacy-Preserving User Next Location Prediction with Federated LearningChung Park, Taekyoon Choi, Taesan Kim, Mincheol Cho, Junui Hong, Minsung Choi, Jaegul Choo. [doi]
• One Model Fits All: Cross-Region Taxi-Demand ForecastingRen Ozeki, Haruki Yonekura, Aidana Baimbetova, Hamada Rizk, Hirozumi Yamaguchi. [doi]
• Are Large Language Models Geospatially Knowledgeable?Prabin Bhandari, Antonios Anastasopoulos, Dieter Pfoser. [doi]
• PathletRL: Trajectory Pathlet Dictionary Construction using Reinforcement LearningGian Alix, Manos Papagelis. [doi]
• Converting and Enriching Geo-annotated Event Data: Integrating Information for Ukraine ResilienceManar Attar, Shuai Wang, Ronald Siebes, Eirik Kultorp. [doi]
• Exploring GeoAI Methods for Supraglacial Lake Mapping on Greenland Ice SheetXuanshu Luo, Paul Walther, Wejdene Mansour, Balthasar Teuscher, Johann Maximilian Zollner, Hao Li, Martin Werner 0001. [doi]
• Reproducible Extraction of Building Footprints from Airborne LiDAR Data: A Demo PaperMertcan Erdem, Berk Anbaroglu. [doi]
• Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive LearningYijun Lin, Yao-Yi Chiang. [doi]
• Indirect Cooperation in Distributed Stationary-Resource Searching with Predefined DestinationsFandel Lin, Craig A. Knoblock. [doi]
• Spatial Temporal Graph Neural Networks for Decentralized Control of Robot SwarmsSiji Chen, Yanshen Sun, Peihan Li, LiFeng Zhou, Chang-Tien Lu. [doi]
• RapidEarth: A Search-by-Classification Engine for Large-Scale Geospatial ImageryChristian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke. [doi]
• A Multimodal Geo Dataset for High-resolution Precipitation ForecastingChen Jiang, Wenlu Wang, Naiqing Pan, Wei-Shinn Ku. [doi]
• Fire Risk Management using Data Cubes, Machine Learning and OBDA systemsDimitris Bilidas, Anastasios Mantas, Filippos Yfantis, George Stamoulis, Manolis Koubarakis, Spyros Kondylatos, Ioannis Prapas, Ioannis Papoutsis. [doi]
• Map GPT Playground: Smart Locations and Routes with GPTChiqun Zhang, Antonios Karatzoglou, Helen Craig, Dragomir Yankov. [doi]
• Towards GeoAI as a Containerized MicroserviceJiapan Wang. [doi]
• Semantic-aware building and summarization of multiple aspect trajectoriesChiara Pugliese. [doi]
• SIMD-ified R-tree Query Processing and OptimizationYeasir Rayhan, Walid G. Aref. [doi]
• Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth ImageryZelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang 0001. [doi]
• The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical MapsJina Kim, Zekun Li 0007, Yijun Lin, Min Namgung, Leeje Jang, Yao-Yi Chiang. [doi]
• Which Traffic Light Should You Look at? Automatically Associating Traffic Lights with Roads in High-Definition Map (Industrial Paper)Zhicheng Liu 0001, Yitian Liao, Zan Sun, Huankang Guan, Danning Jiang, Yong Li. [doi]
• Unleashing Realistic Air Quality Forecasting: Introducing the Ready-to-Use PurpleAirSF DatasetJingwei Zuo, Wenbin Li, Michele Baldo, Hakim Hacid. [doi]
• Rethink Geographical Generalizability with Unsupervised Self-Attention Model Ensemble: A Case Study of OpenStreetMap Missing Building Detection in AfricaHao Li, Jiapan Wang, Johann Maximilian Zollner, Gengchen Mai, Ni Lao, Martin Werner 0001. [doi]
• TrajParquet: A Trajectory-Oriented Column File Format for Mobility Data LakesNikolaos Koutroumanis, Christos Doulkeridis, Chiara Renso, Mirco Nanni, Raffaele Perego 0001. [doi]
• SUSTeR: Sparse Unstructured Spatio Temporal Reconstruction on Traffic PredictionYannick Wölker, Christian Beth, Matthias Renz, Arne Biastoch. [doi]
• Collision Risk Assessment and Forecasting on Maritime DataAndreas Tritsarolis, Brian Murray, Nikos Pelekis, Yannis Theodoridis. [doi]
• KnowSite: Leveraging Urban Knowledge Graph for Site SelectionYu Liu, Jingtao Ding, Yong Li. [doi]
• Contagion Process Guided Cross-scale Spatio-Temporal Graph Neural Network for Traffic Congestion PredictionMudan Wang, Huan Yan, Huandong Wang, Yong Li, Depeng Jin. [doi]
• Bavaria Buildings - A Novel Dataset for Building Footprint Extraction, Instance Segmentation, and Data Quality EstimationMartin Werner 0001, Hao Li, Johann Maximilian Zollner, Balthasar Teuscher, Fabian Deuser. [doi]
• Modeling Multi-Grained User Preference in Location VisitationYingrong Qin, Chen Gao, Zhen Tu, Hongsheng Wu, Shuangqing Wei, Yue Wang 0007, Lin Zhang 0001, Yong Li. [doi]
• Geo-Foundation Models: Reality, Gaps and OpportunitiesYiqun Xie, Zhaonan Wang 0004, Gengchen Mai, Yanhua Li, Xiaowei Jia, Song Gao, Shaowen Wang. [doi]
• Reconsidering utility: unveiling the limitations of synthetic mobility data generation algorithms in real-life scenariosAlexandra Kapp, Helena Mihaljevic. [doi]
• GTI: A Scalable Graph-based Trajectory ImputationKeivin Isufaj, Mohamed Mokhtar Elshrif, Sofiane Abbar, Mohamed F. Mokbel. [doi]
• Geospatial Knowledge HypercubeZhaonan Wang 0004, Bowen Jin, Wei Hu, Minhao Jiang, Seungyeon Kang, Zhiyuan Li, Sizhe Zhou, Jiawei Han 0001, Shaowen Wang. [doi]
• Towards Open-Source Maps MetadataAreeg Mostafa, Mohamed F. Mokbel. [doi]
• E-TRI: E-Vehicle Testbed Routing InfrastructureNojus Makulavicius, Agne Brilingaite, Linas Bukauskas, Alminas Civilis, Virgilijus Krinickij, Simonas Saltenis. [doi]
• A Unified Representation Framework for Rideshare Marketplace Equilibrium and EfficiencyAlex Chin, Zhiwei (Tony) Qin. [doi]
• Exploiting Polygon Metadata to Understand Raster Maps - Accurate Polygonal Feature ExtractionFandel Lin, Craig A. Knoblock, Basel Shbita, Binh Vu, Zekun Li 0007, Yao-Yi Chiang. [doi]
• Summarizing Trajectories Using Semantically Enriched Geographical ContextChiara Pugliese, Francesco Lettich, Fabio Pinelli, Chiara Renso. [doi]
• The Geospatial Generalization Problem: When Mobility Isn't MobileMark Tenzer, Zeeshan Rasheed, Khurram Shafique. [doi]
• An Automatic Approach to Finding Geographic Name Changes on Historical MapsRhett M. Olson, Jina Kim, Yao-Yi Chiang. [doi]
• Explainable Trajectory Representation through Dictionary LearningYuanbo Tang, Zhiyuan Peng, Yang Li. [doi]
• NALSpatial: An Effective Natural Language Transformation Framework for Queries over Spatial DataMengyi Liu, Xieyang Wang, Jianqiu Xu, Hua Lu 0001. [doi]
• Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical MapsSidi Wu, Yizi Chen, Konrad Schindler, Lorenz Hurni. [doi]
• Devil in the Landscapes: Inferring Epidemic Exposure Risks from Street View ImageryZhenYu Han, Yanxin Xi, Tong Xia, Yu Liu, Yong Li. [doi]
• Back to the Past: Predicting Expected Ride Demand from Previous Dropoffs and BeyondEmily Hou, Kimberly Hsueh. [doi]
• Supervised Scheduling for Geospatial InterlinkingMaria Despoina Siampou, George Papadakis 0001, Nikos Mamoulis, Manolis Koubarakis. [doi]
• Equity-Aware Cross-Graph Interactive Reinforcement Learning for Bike Station Network ExpansionXi Yang, Suining He, Mahan Tabatabaie. [doi]
• High-Fidelity Deep Approximation of Ecosystem Simulation over Long-Term at Large ScaleZhiHao Wang, Yiqun Xie, Xiaowei Jia, Lei Ma, George Hurtt. [doi]
• Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising DiffusionZhilun Zhou, Jingtao Ding, Yu Liu, Depeng Jin, Yong Li. [doi]