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ORCID33rd SIGSPATIAL/GIS 2025: Minneapolis, MN, USA
- Mohamed F. Mokbel, Shashi Shekar, Andreas Züfle, Yao-Yi Chiang, Maria Luisa Damiani, Moustafa A. Youssef:
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2025, The Graduate Hotel Minneapolis, Minneapolis, MN, USA, November 3-6, 2025. ACM 2025, ISBN 979-8-4007-2086-4
Main Conference Research Papers
- Lin Che
, Yizi Chen, Tanhua Jin, Martin Raubal, Konrad Schindler, Peter Kiefer:
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior. 28-38 - Shih-Yu Lai, Tzu-Hsin Hsieh, Pei-Chi Tsai, Chao-Chun Kung, Sing-Kai Ling, Hsun-Ping Hsieh:
M3: Recommendation via Attention-Graph Cluster Q-Learning with Multi-Scale Spatial Heterogeneity for Multi-Purpose, Multi-Stakeholder Green Attractions in Transportation. 39-51 - Dahai Yu, Dingyi Zhuang, Lin Jiang, Rongchao Xu, Xinyue Ye, Yuheng Bu, Shenhao Wang, Guang Wang:
UQGNN: Uncertainty Quantification of Graph Neural Networks for Multivariate Spatiotemporal Prediction. 52-65 - Chen Chu, Cyrus Shahabi, Emmanuel Tung, Khurram Shafique:
One Model, Many Cities: A Transferable Social Relationship Inference Framework for Human Mobility Data. 66-76 - Saeed Nasehi Basharzad, Farhana Murtaza Choudhury, Egemen Tanin, Majid Sarvi:
DeepMDV: Global Spatial Matching for Multi-depot Vehicle Routing Problems. 77-89 - Jing Tang, Inhye Kong, Zhaonan Wang:
UGuideRAG: Intent-Enhanced Retrieval-Augmented Generation with User-Generated Content for Personalized Urban Tourism. 90-102 - Sichen Zhao, Wei Shao, Jeffrey Chan, Ziqi Xu, Flora Salim:
FairDRL-ST: Disentangled Representation Learning for Fair Spatio-Temporal Mobility Prediction. 103-106 - Xin Zhang, Ahmed Eldawy:
SynopsisLake: Quality-aware Approximate Spatial Query Processing Using Data Synopses. 107-119 - Francisco Garrido-Valenzuela, Max Lange, Juan Carlos Herrera, Sander van Cranenburgh, Oded Cats:
An image embedding-based approach for classifying street networks. 120-123 - Shiyuan Luo, Runlong Yu, Shengyu Chen, Yingda Fan, Yiqun Xie, Yanhua Li, Xiaowei Jia:
Geo-Aware Models for Stream Temperature Prediction across Different Spatial Regions and Scales. 124-136 - Keisuke Otaki, Tomosuke Maeda, Keiko Uemura, Takayoshi Yoshimura:
Roaming Navigation-in-the-wild: How Pedestrians Subjectively Perceive Non-shortest Routes. 137-148 - Joon-Seok Kim, Gautam Malviya Thakur, Steven Carter Christopher:
Analysis of Artifacts of Parallel Micro-Traffic Simulation. 149-152 - Ronilo Ragodos, Xun Zhou, Tong Wang, Yajun Pan, Jun Luo:
ConPro-GAIL: Interpretable Policy Learning via Conceptual Prototyping for Human Spatiotemporal Decision Understanding. 153-162 - Sina Ehsani, Bhanu Pallakonda, Pragyana K. Mishra:
Mapping the Storm: Geospatial Impacts of Severe Weather on LEO Network Performance. 163-172 - Sheng Liu, Jun Ying, Fan Bai:
CausalGRIT: Causal Graph Reasoning for Traffic Congestion Prediction - From Statistical Association to Casual Intervention. 173-185 - Yuki Kubota, Kota Tsubouchi, Soto Anno, Kaito Ide, Masamichi Shimosaka:
Omni-CityMood: Vision-based Urban Atmosphere Perception from Every Angle. 186-196 - Haomin Wen, Shurui Cao, Leman Akoglu:
CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection. 197-209 - Junhao Wu, Stephen Aboagye-Ntow, Chuyuan Wang, Gang Chen, Xin Huang:
Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification. 210-220 - Alhassan Alshareedah, Amr Magdy:
A Deep Multilevel Approach for Non-Uniform Spatial Network Partitioning. 221-232 - Li Huang, Yujie Wu, Xiaolong Song, Qiang Gao, Goce Trajcevski, Xueqin Chen:
Enhancing Urban Region Representation via Adaptive Risk-aware Consensus Learning. 233-243 - Xingchen Zou, Jiani Huang, Xixuan Hao, Yuhao Yang, Haomin Wen, Yibo Yan, Chao Huang, Chao Chen, Yuxuan Liang:
Space-aware Socioeconomic Indicator Inference with Heterogeneous Graphs. 244-256 - Debvrat Varshney, Vibhas Vats, Bhartendu Pandey, Christa Brelsford, Philipe Dias:
Geospatial Diffusion for Land Cover Imperviousness Change Forecasting. 257-260 - Maloy Kumar Devnath, Sudip Chakraborty, Vandana P. Janeja:
Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelf Melt in the Antarctic. 261-264 - Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza:
HydroChronos: Forecasting Decades of Surface Water Change. 265-276 - Kai Moltzen, Junbo Huang, Ricardo Usbeck:
LLM Agents for Georelating - A New Task for Locating Events. 277-280 - Max Galetskiy, Johann Bornholdt, Theodoros Chondrogiannis, Michael Grossniklaus:
A Qualitative Evaluation of Distance Measures in Trajectory Data Clustering. 281-292 - Christian Fries, Jan Kettler, Thorsten Paßfeld, Ralf Tönjes, Christian Kray:
Quantifying the Impact of k-Anonymizing Trajectory Data on Common Traffic Management Use Cases. 293-303 - Valeria Martin, K. Brent Venable, Derek Morgan:
A Sentinel-2 Benchmark and Deep-Learning Study for Wildfire Damage Mapping [Experiment]. 304-307 - Siddharth Srikanth, John Krumm, Jonathan Qin:
NEXICA: Discovering Road Traffic Causality. 308-311 - Saugat Adhikari, Da Yan, Naman Nimbale, Weijin Liu, Xiaodong Yu, Akhlaque Ahmad, Lyuheng Yuan, Jiao Han, Zhe Jiang:
EvaMAE: How Helpful Are DEM Data in Enhancing Geo-Foundation Models for Earth Imagery? 312-323 - Yueyang Liu, Lance Kennedy, Ruochen Kong, Joon-Seok Kim, Andreas Züfle:
Training Machine Learning Models on Human Spatio-temporal Mobility Data: An Experimental Study [Experiment Paper]. 324-327 - Haomin Wen, Shurui Cao, Zeeshan Rasheed, Khurram Hassan-Shafique, Leman Akoglu:
Uncertainty-aware Spatio-Temporal Human Mobility Modeling and Anomaly Detection. 328-331 - Ziheng Liu, Yanbo Pang, Yoshihide Sekimoto:
Urban Knowledge Graph-Enhanced Explainable Recommendation Approach for Destination Choice. 332-335 - Mingzhi Hu, Xin Zhang, Yanhua Li, Jun Luo:
KG-STFT: Knowledge Graph-Guided Human-Generated Spatial-Temporal Cross-task Fine-Tuning. 336-345 - Razan Albayouk, Zaher Al Aghbari, Imad Afyouni:
Crowd-Aware Itinerary Optimization via Clustered Multi-Agent Reinforcement Learning. 346-356 - Ziyi Jiang, Qiqi Wang, Xuyang Sun, Gillian Dobbie, Xiaoling Lu, Yalei Du, Yuanyuan Zhang, Kaiqi Zhao:
RECAST: Route-Enhanced Conditional Anomalous Sub-trajectory Detection. 357-369 - Dimuthu Lakmal, Renata Borovica-Gajic, Shanika Karunasekera:
TrajNS: Numerical and Semantic Modeling Framework for Realistic and Controllable Trajectory Generation. 370-373 - Tolulope Ale, Ratnaksha Lele, Nicole-Jeanne Schlegel, Vandana P. Janeja:
Uncertainty-Aware Anomaly Detection in Spatiotemporal Climate Data [Experiment]. 374-377 - Behafarid Hemmatpour, Javad Dogani, Nikolaos Laoutaris:
Reducing Street Parking Search Time via Smart Assignment Strategies. 378-381 - Mingzhou Yang, Arun Sharma, Majid Farhadloo, Bharat Jayaprakash, Shashi Shekhar:
Geo-lucid Conditional Diffusion Models for High Physical Fidelity Trajectory Generation. 382-395 - Lyuzhou Ye, Thanh Dat Le, Yan Huang:
ViT-RefineNet for Directional Signal Radio Map Reconstruction from Sparse Samples. 396-406 - Hossein Amiri, Richard Yang, Shiyang Ruan, Joon-Seok Kim, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle:
HD-GEN: A Software System for Large-Scale Human Mobility Data Generation Based on Patterns of Life. 407-410 - Jonathan Mbuya, Dieter Pfoser, Antonios Anastasopoulos:
Graph Enhanced Trajectory Anomaly Detection. 411-422 - Zhiqiang Jiang, Xin Wang:
SpatialGPT: Zero-Shot Vision-and-Language Navigation via Spatial CoT over Structured Spatial Memory. 423-435 - Wilson Wongso, Hao Xue, Flora Salim:
GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems. 436-439 - Huy Quang Ung, Guillaume Habault, Yasutaka Nishimura, Hao Niu, Roberto Legaspi, Tomoki Oya, Ryoichi Kojima, Masato Taya, Chihiro Ono, Atsunori Minamikawa, Yan Liu:
CartoMapQA: A Fundamental Benchmark Dataset Evaluating Vision-Language Models on Cartographic Map Understanding. 440-453 - Ting Han, Huan Chen, Chaolei Wang, Yilan Ren, Meiliu Wu:
Towards A New Era of Geo-Foundation Models: Expert-Guided Multimodal Alignment and Geospatial Context Awareness. 454-465 - Hannah Bast, Patrick Brosi, Johannes Kalmbach:
Efficient Spatial Joins on Large Geometry Sets. 466-476 - Bahare Salehi, Mahmoud Attia Sakr:
Estimating Urban Traffic Using Public Transit Buses as Probes. 477-487 - Dimitris Kyriakopoulos, Dimitris Sacharidis, Giorgos Giannopoulos, Dimitrios Gunopulos, Theodore Dalamagas:
PROMIS: A Post-Processing Framework for Mitigating Spatial Bias. 488-498 - Yang Yang, Du Yin, Hao Xue, Flora Salim:
STOAT: Spatial-Temporal Probabilistic Causal Inference Network. 499-510 - Du Yin, Hao Xue, Arian Prabowo, Shuang Ao, Flora Salim:
XXLTraffic: Expanding and Extremely Long Traffic Forecasting beyond Test Adaptation. 511-521 - Ziyi Liu, Qingyue Long, Huandong Wang, Yong Li:
Multi-Scale Diffusion Transformer for Jointly Simulating User Mobility and Mobile Traffic Pattern. 522-525 - Zhili Li, Qi Cheng, Ruohan Li, Feng Zhu, Xiaowei Jia, Yiqun Xie:
IsoSim: A Long-term Benchmark Dataset for Water Isotope Emulation in Global Climate Models. 526-537 - Gaspard Merten, Gilles Dejaegere, Mahmoud Attia Sakr:
GeoPandas-AI: A Smart Class Bringing LLM as Stateful AI Code Assistant. 538-548 - Calvin Nguyen, Ranga Raju Vatsavai:
Foundation Models for Semantic Segmentation of Thick/Thin Clouds and Cloud-shadows: A Comparative Study. 549-552 - Alima Subedi, Sankalpa Pokharel, Satish Puri:
PolyMinHash: Efficient Area-Based MinHashing of Polygons for Approximate Nearest Neighbor Search. 553-556 - Amir Mohammad Esmaieeli Sikaroudi, Alon Efrat, Joseph S. B. Mitchell, Esther M. Arkin:
Voluntary mobility clustering for epidemic control. 557-560 - Jinwei Zeng, Hongyuan Su, Jian Yuan, Yong Li:
FCV2X-Net: Foresighted and Coordinated Vehicle-to-Everything Control for Joint Traffic Navigation and Signal Optimization. 561-564 - Tanjim Bin Faruk, Abdul Matin, Shrideep Pallickara, Sangmi Lee Pallickara:
TerraMAE: Learning Spatial-Spectral Representations from Hyperspectral Earth Observation Data via Adaptive Masked Autoencoders. 565-568 - Yaqoob Ansari, Ammar Karkour, Eduardo Feo Flushing, Khaled A. Harras:
Tesseract: Unfolding Navigable Graph Representations from Low-Semantic Floor Plans. 569-579 - Tarlan Bahadori, Alvin Chiu, Ahmed Eldawy, Michael T. Goodrich:
SGV: Spatial Graph Visualization. 580-583 - Omar Ghannou, Etienne Thuillier, Omar Boucelma:
Understanding Vessel Mobility Behavior through the Identification and Labeling of Maritime Zones of Interest. 584-594 - Bita Azarijoo, Maria Despoina Siampou, John Krumm, Cyrus Shahabi:
ICAD: A Self-Supervised Autoregressive Approach for Multi-Context Anomaly Detection in Human Mobility Data. 595-606 - Nripsuta Ani Saxena, Shang-Ling Hsu, Mehul Shetty, Omar Alkhadra, Cyrus Shahabi, Abigail L. Horn:
POIFormer: A Transformer-Based Framework for Accurate and Scalable Point-of-Interest Attribution. 607-619 - Chenyang Yu, Xinpeng Xie, Yan Huang, Chenxi Qiu:
FUSE-Traffic: Fusion of Unstructured and Structured data for Event-aware Traffic forecasting. 620-630 - Ruohan Li, Yiqun Xie, Xiaowei Jia, Gengchen Mai, Sophia Hou, Zhihao Wang, Zhili Li:
Scenario-Based Evaluation of Probabilistic Time Series Forecasting for Solar Energy. 631-634 - Andreas Morgen, Patrick Grieser, Bernhard Seeger:
Index-Driven Detection of Continuously Connected Groups in Spatio-Temporal Data Streams. 635-645 - Haley Stone, Jing Du, Hao Xue, Matthew Scotch, David J. Heslop, Andreas Züfle, C. Raina MacIntyre, Flora Salim:
A Probabilistic Framework for Imputing Genetic Distances in Spatiotemporal Pathogen Models. 646-655 - Yunyao Cheng, Christian S. Jensen, Kristian Torp:
AutoTracker: A Traffic Sign Change Detection System. 656-659 - Yufan Kang, Jie Zhang, Wei Shao, Rui Tang, Mark Andrejevic, Jeffrey Chan, Flora D. Salim:
Dynamic Budgeted Reinforcement Learning for Fairness in Spatial-Temporal Resource Allocation. 660-669 - Julia Moska, Oleksii Furman, Kacper Kozaczko, Szymon Leszkiewicz, Jakub Polczyk, Piotr Gramacki, Piotr Szymanski:
OBSR: Open Benchmark for Spatial Representations. 670-681 - Mariana M. Garcez Duarte, Dwi P. A. Nugroho, Georges Tod, Evert Bevernage, Pieter Moelans, Elias Saerens, Esteban Zimányi, Mahmoud Attia Sakr, Steffen Zeuch:
Mobility Data Stream Processing Beyond the Cloud. 682-685
Main Conference Industrial Papers
- Govind, Sayan Putatunda, Saurabh Sohoney:
AddressBind: Cross-modal Alignment of Addresses and Geocodes. 686-695 - Lifeng Lin, Hangli Ge, Takashi Michikata, Kazuma Hatano, Ryosuke Shibasaki, Noboru Koshizuka:
Robust and Efficient Human Mobility Data Processing through the Lens of Topological Persistence. 696-705 - Alexandros Troupiotis-Kapeliaris, Georgios Grigoropoulos, Marios Vodas, Konstantina Bereta:
Dynamic Weather-Resilient Vessel Routing using Big AIS Data. 706-716 - Weiwei Duan, Yao-Yi Chiang, Theresa Chen, Michael P. Gerlek, Leeje Jang, Sofia Kirsanova, Craig A. Knoblock, Fandel Lin, Yijun Lin, Zekun Li, Steven N. Minton:
DIGMAPPER: A Modular System for Automated Geologic Map Digitization. 717-728 - Andrew Wang, Xiaoyan Li, Yunli Wang:
Learning Heuristics to Solve Dynamic Vehicle Routing Problems Using Large Language Models. 729-738 - Arindam Sarkar, Prakash Mandayam Comar:
SPEEDY: Framework for Sharpening Promise Time Estimates in Sub-Same Day Delivery. 739-747 - Oussama Dhifallah, Michael R. Evans, Dragomir Yankov, Antonios Karatzoglou, Florin Sabau, Goran Predovic:
Efficient Alternative Path Generation in Time-Dependent A. 748-757 - Yue Zhang, Xiaoan Ding, Zeyu Zhang, Adi Hajj-Ahmad:
Enhancing Point of Interest Search with Semantic and Spatial Information. 758-763
Main Conference Vision Papers
- Yaron Kanza, Divesh Srivastava:
Spatially Enhanced Quantum Optimization for Network Planning. 764-768 - Muhammad Aamir Cheema, Muhammad Ali Babar, Mohammed Eunus Ali, Mohammad Goudarzi, Walid G. Aref:
A Future in Motion: Reimagining Public Transport with Diverse Autonomous Vehicles. 769-773 - Maria Despoina Siampou, Shang-Ling Hsu, Shushman Choudhury, Neha Arora, Cyrus Shahabi:
Toward Foundation Models for Mobility Enriched Geospatially Embedded Objects. 774-779 - Sherif Mostafa, Khaled A. Harras, Moustafa Youssef:
Human-as-a-Sensor: Harnessing Brain Signals for Intelligent Multimodal Sensing in Spatially-Aware Systems. 780-784 - Sherry Chalotra, Zhiqiang Jiang, Xin Wang:
Cognitive Foundation Agents for Generalizable Vision-and-Language Navigation. 785-789 - Manos Papagelis:
A Vision for Structured Experiential Mobility Intelligence. 790-794 - El Kindi Rezig, Walid G. Aref:
Lory: Location-aware Data Discovery from Data Lakes. 795-798 - Krzysztof Janowicz, Zilong Liu, Gengchen Mai, Zhangyu Wang, Ivan Majic, Alexandra Fortacz, Grant McKenzie, Song Gao:
Whose Truth? Pluralistic Geo-Alignment for (Agentic) AI. 799-803
DEMONSTRATION SESSION: Main Conference Demonstration Papers
- Nicole R. Schneider, Avik Das, Kent O'Sullivan, Hanan Samet:
Search by Spatial Query: Text to Pictorial Queries. 804-807 - Saugat Adhikari, Da Yan, Naman Nimbale, Akhlaque Ahmad, Jiao Han, Lyuheng Yuan:
ALFA: Elevation-Guided 3D Flood Map Annotation on Earth Imagery by Consistency-Enhanced Active Learning. 808-811 - Zhiwen Zhang, Zipei Fan, Wei Yuan, Shun Iwazaki, Ryosuke Shibasaki:
PortVIS: An Interactive Platform for Port-to-Port Trajectory Imputation and Visual Analytics. 812-815 - Zhuocheng Shang, Ahmed Eldawy, Elia Scudiero, George Vellidis, Jose Henrique Andreis:
Demonstration of FutureFarmNow: Interactive Spatial Data Exploration for Precision Agriculture. 816-819 - Zizhuo Xu, Doucheng Pan, Lei Li, Mengxuan Zhang, Yehong Xu, Xiaofang Zhou:
RouteSys: A Future Route Data Management System. 820-823 - Sara Migliorini, Alberto Belussi:
AIDA: A Spatial Data Augmentation Tool for Machine Learning Dataset Preparation. 824-827 - Ruochen Kong, Taylor Anderson, David J. Heslop, Matthew Scotch, Flora D. Salim, Chandini Raina MacIntyre, Andreas Züfle:
EpiScale: Large-Scale Simulation of Infectious Disease Based on Human Mobility. 828-831 - Yanan Xiao, Rui Song, Yinan Xiao, Lu Jiang, Minghao Yin, Pengyang Wang:
UrbanXplain: A Language-Driven Urban Planning System with Explainable Reasoning and Real-Time 3D Rendering. 832-835 - Martin Werner, Katharina Anders:
SHM-DB - A Shared Memory Database for FAIR Geospatial Algorithm Development. 836-839 - Chiara Pugliese, Maddalena Amendola, Raffaele Perego, Chiara Renso:
A Spatially-Grounded Conversational Planner for Personalized Urban Itineraries. 840-843 - Thanasis Georgiadis, Achilleas Michalopoulos, Dimitris Dimitropoulos, Dimitrios Tsitsigkos, Nikos Mamoulis:
Hecatoncheir: Scaling up and out spatial data management. 844-847 - Jichao Fang, Lei Zhang, Wei Luo:
Planet Scale Mars Image Retrieval for Fast Mapping with Interactive Refinement [Demo]. 848-851 - Federica Rollo, Laura Po:
GRAFMOVE: Graph-based Mobility Optimization and Visualization Engine. 852-855 - Chen-Wei Chang, Yu-Chieh Cheng, Yun-En Tsai, Fanglan Chen, Chang-Tien Lu:
RailEstate: An Interactive System for Metro Linked Property Trends. 856-859 - Ruichen Wang, Yiqun Xie, Leo Du, Jia Yu, Kyle Duncan, Sinéad Louise Farrell, Zhili Li, Kangyang Chai:
Coincident Data Discovery Engine: A Portal for Global-Scale Cross-Platform Satellite Data Search. 860-863 - Isaac Huang, Zhiqiang Jiang:
VisLN: An Interactive Visualization System for Vision Language Navigation. 864-867 - Antonios Karatzoglou, Michael Snider, Varun Kakkar, Michael R. Evans, Dragomir Yankov, Goran Predovic:
Query-Aware Route Enrichment for Handling Complex Direction Queries and Grounding Large Language Models. 868-871 - Kenneth Scheuman, Nicholas Kokott, Cole Stuedeman, Everett Duffy, Melani Hodge, Samuel Russett, Goce Trajcevski:
Partitioning Areas With Obstacles for Fleet of Drones. 872-875 - Muhammad Insan Al-Amin, Jinchun Du, Muhammad Aamir Cheema, Isma Farah Siddiqui, Mahsa Salehi:
EV Energy Trading Dashboard: Cost-Emission Reduction Through Spatiotemporal Forecasts and Smart Charging. 876-879 - Cristiano Landi, Natalia V. Andrienko, Gennady L. Andrienko:
Rotation- and Scale-Invariant Shape Extraction from Vessel Trajectories for Human-In-The-Loop Monitoring. 880-883
Main Conference Application Papers
- Claudio Affolter, Sidi Wu, Yizi Chen, Lorenz Hurni:
Generative AI in Map-Making: A Technical Exploration and Its Implications for Cartographers. 884-893 - Heng Tan, Hua Yan, Yukun Yuan, Guang Wang, Yu Yang:
REALISM: A Regulatory Framework for Coordinated Scheduling in Multi-Operator Shared Micromobility Services. 894-904 - Zhuocheng Shang, Ahmed Eldawy, Elia Scudiero, Ramesh Dhungel, Ray G. Anderson:
FieldSAT: A Scalable Query Workflow for Precision Agriculture with Large Raster Datasets. 905-915 - Lucas Waltz, Sarikaa Sridhar, Ryan Waltz, Paul Rodriguez, Chaeun Hong, Armeen Ghoorkhanian, Nicole DiMarco, Raghu Machiraju, Sami Khanal:
An Orchestration Engine for Scalable, On-Demand AI Phenotyping from UAS Imagery in Agriculture. 916-926 - Tamim Ahmed, Monowar Hasan:
Weather-Driven Agricultural Decision-Making Under Imperfect Conditions. 927-930 - Chunliang Hua, Xiao Hu, Jiayang Sun, Zeyuan Yang:
The Maximum Coverage Model and Recommendation System for UAV Vertiports Location Planning. 931-934 - Federica Rollo, Laura Po:
MODyPer: Multi-Objective Dynamic Personalized Route Planning for Vulnerable Road Users. 935-938 - El Moundir Faraoun, Nedra Mellouli, Stéphane Millot:
AddrRaG: Delivery Address Augmented Retrieval and Validation. 939-942 - Bayu Adhi Tama, Mansa Krishna, Homayra Alam, Mostafa Cham, Omar Faruque, Gong Cheng, Jianwu Wang, Mathieu Morlighem, Vandana P. Janeja:
DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets. 943-954 - Chhaya Kulkarni, Nicole-Jeanne Schlegel, Vandana P. Janeja:
Physics-Guided Multi-Contextual Learning: Understanding the Surface and Subsurface Processes in Southeast Greenland. 955-958 - Modeste Mefenya Kenne, Fernanda Ventorim, Chad Cossey, Zhenghui Hu, Julie Rousseau, Nalini Venkatasubramanian:
RADAR: Resource Allocation for Disaster Resilience in Senior Health Care. 959-972 - Kazi Ashik Islam, Zakaria Mehrab, Mahantesh Halappanavar, Henning S. Mortveit, Sridhar Katragadda, Jon Derek Loftis, Madhav V. Marathe:
Denoising Diffusion Probabilistic Models for Coastal Inundation Forecasting. 973-976 - Tamanna Rashme, Zonghan Zhang, Jason Weeks, Marouane Benbrahim, Zijian Zhang, Zhiqian Chen, Nisha Pillai, Ram Ramkumar, Bindu Nanduri:
Graph symbolic regression to interpret the propagation of Vesicular Stomatitis Virus across the U.S. and Mexico. 977-980 - Yunting Song, Leila De Floriani, Kyle Duncan, Sinead Farrell:
A topology-based approach to extract pressure ridges from sea ice surfaces. 981-984 - Qianheng Zhang, Dev Paul, Michelle Miller, Alfonso Morales, Song Gao:
Scalable Inter-County Food Flow Prediction Using Graph Neural Networks. 985-994 - Yijun Lin, Theresa Chen, Colby Brungard, Sabine Grunwald, Sue Ives, Matt Macander, Timm Nawrocki, Yao-Yi Chiang, Nic Jelinski:
Fine-Scale Soil Mapping in Alaska with Multimodal Machine Learning. 995-1007 - Ying Song, Meicheng Xiong, Xiaohuan Zeng, Di Zhu:
A Behavior-Informed and Geo-Context-Aware Home Detection Framework for Mobile Phone Positioning Data. 1008-1018 - Aishwarya Sarkar, Autrin Hakimi, Xiaoqiong Chen, Hai Huang, Chaoqun Lu, Ibrahim Demir, Ali Jannesari:
HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction. 1019-1030 - Nadia Asif, Zhiqing Hong, Shaogang Ren, Xiaonan Zhang, Xiaojun Shang, Yukun Yuan:
MuST2-Learn: Multi-view Spatial-Temporal-Type Learning for Heterogeneous Municipal Service Time Estimation. 1031-1041 - Zekun Li, Malcolm Grossman, Ehsan Qasemi, Mihir Kulkarni, Muhao Chen, Yao-Yi Chiang:
Benchmarking Geospatial Question Answering with MapQA. 1042-1045 - Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak:
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places. 1046-1055 - Min Namgung, Janghyeon Lee, Fangyi Ding, Yao-Yi Chiang:
Transit for All: Mapping Equitable Bike2Subway Connection using Region Representation Learning. 1056-1066 - Jiayi Song, Chang Zhao, Hao-Yu Liao, Wei Shao:
FoundationSoil: Enhancing Soil Organic Carbon Mapping Using a Multi-Temporal Geospatial Foundation Model. 1067-1070 - Hao-Yu Liao, Chang Zhao, Jiayi Song, Wei Shao:
Mapping Cultural Ecosystem Services Using One-Shot In-Context Learning with Multimodal Large Language Models. 1071-1074 - Ziyi Guo, Yan Wang:
Urban-STA4CLC: Urban Theory-Informed Spatio-Temporal Attention Model for Predicting Post-Disaster Commercial Land Use Change. 1075-1078 - Shangde Gao, Zelin Xu, Zhe Jiang:
Learning Individual Movement Shifts After Urban Disruptions with Social Infrastructure Reliance. 1079-1082 - Chanjae Song, SeongYeub Chu, Jongwoo Kim, Mun Yong Yi:
A Novel Evaluation Framework for 15-Minute City Using Satellite Imagery. 1083-1093 - Meenu Ravi, Shailik Sarkar, Yanshen Sun, Vaishnavi Singh, Chang-Tien Lu:
MVeLMA: Multimodal Vegetation Loss Modeling Architecture for Predicting Post-fire Vegetation Loss. 1094-1105 - Andy Qin, Yuhao Kang, Hanqi Li, Shiqi Wang, Bing Zhou, Fahui Wang, Peiyin Hung:
Leveraging Reinforcement Learning for Maternity Care Resource Reallocation: A Case Study in Florida. 1106-1109
Main Conference Short Papers
- Shravan Gadbail, Masumi Desai, Kamalakar Karlapalem:
Iti-Validator: A Guardrail Framework for Validating and Correcting LLM-Generated Itineraries. 1110-1113 - Congcong Miao, Suining He, Yuyao Li, Chuanrong Zhang:
A Spatially-Adapted SHAP Approach for Interpreting Deep Bike Usage Learning and Prediction. 1114-1117 - Markus Tremmel, Roland Zink:
MapLibre Tile: A Next Generation Vector Tile Format. 1118-1121 - Fandel Lin, Craig A. Knoblock, Binh Vu, Yao-Yi Chiang:
Exploiting Polygon Metadata to Recolor Historical Maps. 1122-1125 - Fandel Lin, Craig A. Knoblock, Binh Vu, Basel Shbita, Yao-Yi Chiang:
Exploiting Polygon Metadata to Colorize Draft Maps. 1126-1129 - Yunhan Chang, Amr Magdy, Federico M. Spedalieri, Ibrahim Sabek:
Spatial Regionalization: A Hybrid Quantum Computing Approach. 1130-1133 - Yunzhi Liu, Haokai Tan, Rushi Kanjaria, Lihuan Li, Flora D. Salim:
Classical Feature Embeddings Help in BERT-Based Human Mobility Prediction. 1134-1137 - Jiwon Kim, Jiyoon Lee, Youngok Kang:
Modeling Stopped Vehicle Dynamics on Urban Backstreets via GraphLSTM-Attn: A Context-Aware GeoAI Approach. 1138-1141 - Donghoon Kwon, Seungmo Kang, Seongjin Choi:
TrafficNetQA: Question Answering Datasets for Evaluating LLM Performance on Traffic Network Files. 1142-1145 - Sai Deepthi Yeddula, Sarath S. Shanker, Abhijeet Bhattacharya, Chen Jiang, Julian L. Rrushi, Wei-Shinn Ku:
ST-EMS: A Spatio-Temporal Framework for Forecasting Emergency Medical Service Demand and Adaptive Hospital Routing. 1146-1149 - Amulya Bhattaram, Justin Chung, Stanley Chung, Ranit Gupta, Janani Ramamoorthy, Kartikeya Gullapalli, Diana Marculescu, Dimitrios Stamoulis:
GeoFlow: Agentic Workflow Automation for Geospatial Tasks. 1150-1153 - Majid Mirzanezhad:
Fair-Coverage Facility Location: Optimizing Distance and Diversity. 1154-1157 - Thanh Dat Le, Sourabh Yadav, Xinpeng Xie, Chenxi Qiu, Xinrong Li, Yan Huang:
EfficientLocNet: High-Performance and Lightweight Radio Source Localization with Multi-Scale Attention. 1158-1161 - Boyi Chen, Zhangyu Wang, Fabian Deuser, Johann Maximilian Zollner, Martin Werner:
Enhancing Contrastive Learning for Geolocalization by Discovering Hard Negatives on Semivariograms. 1162-1165 - Ping-Chun Lin, Hayato Ushijima-Mwesigwa, Wing Yee Au:
Expert Guided Diffusion for Synthetic Aperture Radar Despeckling. 1166-1169 - Lance Kennedy, Andreas Züfle:
An Improvement to the Sliding Window Staypoint Detection Algorithm to Handle Dropouts. 1170-1173 - Lincan Li, Eren Erman Ozguven, Yue Zhao, Guang Wang, Yiqun Xie, Yushun Dong:
TyphoFormer: Language-Augmented Transformer for Accurate Typhoon Track Forecasting. 1174-1177 - Jie Wang, Guang Wang:
A First Look at Predictability and Explainability of Pre-request Passenger Waiting Time in Ridesharing Systems. 1178-1181 - Jiue-An Yang, Yuzhou Chen, Calvin P. Tribby, Huikyo Lee, Loretta Erhunmwunsee, Tarik Benmarhnia, Caroline A. Thompson, Yulia R. Gel, Marta M. Jankowska:
LLM-Based Multi-Agent System and Simplicial Self-Supervised Learning Model for Regional Cancer Prevalence Estimation Using Satellite Imagery. 1182-1185 - Haruki Yonekura, Ren Ozeki, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi:
MobText-SISA: Efficient Machine Unlearning for Mobility Logs with Spatio-Temporal and Natural-Language Data. 1186-1189 - Ziyan Yang, Shuhui Gong, Xinqi Liu, Jiahao Lv, Changjian Liu, Jilin Hu, Hongbin Pei:
VisitFrequency-Diffusion: Leveraging Recurrent Visits for Long-Term Individual Trajectory Forecasting. 1190-1193
TUTORIAL SESSION: Main Conference Tutorial Papers
- Bojie Shen, Jinchun Du, Muhammad Aamir Cheema:
Beyond Transport: V2X Integration Turning EVs into Smart Energy Assets. 1194-1197 - Gaspard Merten, Mahmoud Attia Sakr, Gilles Dejaegere:
Building a Foundation Model for Trajectory from Scratch. 1198-1201 - Zhuocheng Shang, Ahmed Eldawy:
Scalable Raster Processing: Models, Systems, Algorithms, and Open Challenges. 1202-1205 - Yongyi Liu, Yunhan Chang, Amr Magdy:
Spatial Regionalization: Formulations, Algorithms, and Applications. 1206-1209
GISCup Papers
- Guangyue Li, Yuxiao Luo, Shen Liang, Jinghan Wang, Xiaogang Guo, Ling Yin, Luliang Tang, Yang Xu:
HuMob Predictor: Towards a Generalizable Model for Multi-City Individual Mobility Prediction. 1210-1213 - Keiji Yasuda, Shoko Nukaya, Daisuke Kamisaka:
BERT-based Human Mobility Prediction with Enhanced Features, Data Augmentation, and Epoch-wise Ensemble. 1214-1217 - Haru Terashima, Naoki Tamura, Kazuyuki Shoji, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi:
Multi-City Next Location Prediction through Mobility-Derived Multi-Pattern Transfer Learning. 1218-1221 - Meisaku Suzuki, Hayato Kumagai, Yusuke Fukushima, Ryo Koyama, Kazuma Takeda, Yusuke Nakamura:
Spatiotemporal Mobility Prediction via Cross-City-Aware Llama-3-8B-Mob. 1222-1225 - Sehoon Oh, Yoohyung Joo, Jiwan Hong, Ojin Kwon, Geonu Park, Daegeon Woo, Changjoon Oh, Ho Rim Lee, Joon Heo:
CityCondBERT: Cross-City Transfer with GEO-BLEU-Sinkhorn Loss for Human Mobility Prediction. 1226-1229 - Chenhao Wang, Silin Zhou, Lisi Chen, Shuo Shang:
Building Efficient LLM Pipeline for Human Mobility Prediction. 1230-1233 - Yijun Lin, Fandel Lin, Jina Kim, Yao-Yi Chiang:
MoVER: Modeling User Heterogeneity with Enriched Trajectory Representations for Human Mobility Prediction. 1234-1237 - Tianye Fang, Xuanshu Luo, Paul M. Walther, Martin Werner:
Human Mobility Prediction with Multi-Task Curriculum Training. 1238-1241 - Masahiro Suzuki, Hiroshi Iida:
Lightweight Personalized Human Mobility Prediction using Gradient-Boosted Decision Trees and Graph Neural Networks. 1242-1245 - Keiichi Ochiai:
Trajectory Prediction Using Spatiotemporal BERT Leveraging Collective Trajectories. 1246-1249 - Yueyang Liu, Ruochen Kong, Andreas Züfle:
Human Mobility Prediction via Sparse Mixture-of-Experts and Hybrid Multi-Scale Encoding. 1250-1253 - Zhicheng Deng, Zhaoya Gong:
Simple Yet Effective: Supervised Fine-Tuning of Large Language Models for Multi-City Human Mobility Prediction. 1254-1257
Student Research Competition Papers
- Nicole R. Schneider:
Spatial Pattern Search through Language Models. 1258-1261 - Zhuocheng Shang:
End-to-end raw scalable raster processing with customized pipeline and foundation model integration. 1262-1265 - Sheng Wang, Di Zhu:
A Deep Origin-Destination Flow Imputation Model Informed by the Visitation Law in Human Mobility. 1266-1269 - Han Nguyen, Christine Bassem:
SpatioSense: Adaptive & Efficient Crowdsensing Across Domains. 1270-1271 - Cheng-Ru Chou, Wei-Wei Hsu, Hsun-Ping Hsieh:
Prediction of Dengue Incidents: A Spatio-Temporal Approach with SEIR and Graph Neural Networks. 1272-1273 - Jiou Ha:
Pedestrian Trajectory Prediction via Social Pooling and Transformer Cross Attention. 1274-1277 - Yeonsu Kang:
Estimating the vitality of individual street trees in urban areas using multi-source imagery and deep learning. 1278-1281 - Pei-Xuan Li, Hsun-Ping Hsieh:
Multi-modal Spatio-temporal Forecasting in Sensor-less Regions: A Dual-stage Graph Approach from Disease to Crime. 1282-1285 - Owen Tucker, Andreas Züfle:
Spatial Inference on Phylogenetic Trees. 1286-1287 - Mohab Bahnassy, Omar Saqr, Hamada Rizk, Moustafa Youssef:
MambaLoc: Lightweight Indoor Localization For Unmanned Vehicles Using Cross-Modal Knowledge Distillation. 1288-1289 - Karen Xiao, Makoto Irisumi, Christine Bassem:
A Graph-Based Spatio-Temporal POI Ranking Measure for Pickup and Delivery Platforms. 1290-1291 - Mostafa Gaafar, Ali Elaswad, Hamada Rizk, Moustafa Youssef:
GeoDrive: Cross-City Autonomous Driving through Meta-Learning and LLMs. 1292-1293 - Isaac Huang:
Biker Buddy: A Conversational Route Planner for Cyclists Powered by LLMs and Context-Aware Map Parsing. 1294-1295 - Shangqing Cao, Marta C. González:
sparkmobility: A Spark-based Python Library for Processing, Modeling, and Analyzing Large Mobility Datasets. 1296-1297
Invited TSAS Papers
- Mark McKenney, Roger Frye:
Per Segment Plane Sweep Line Segment Intersection on the GPU: Highlights. 1298-1299 - Anderson Chaves Carniel, Markus Schneider:
Fuzzy Spatial Algebra (FUSA): Overview and Highlights. 1300-1301 - Saugat Adhikari, Da Yan, Zhe Jiang, Jiao Han, Zelin Xu, Yupu Zhang, Arpan Man Sainju, Yang Zhou:
Scalable Terrain-Aware Flood Extent Mapping on Earth Imagery. 1302-1303 - Mohamed S. Bakli, Mahmoud Attia Sakr, Esteban Zimányi, Nils Dijk, Marco Slot:
Distributed MobilityDB: A Scalable Moving Object Database Management System. 1304-1305 - Amirhossein Nadiri, Jing Li, Ali Faraji, Ghadeer Abuoda, Manos Papagelis:
Generative Trajectory Forecasting via Transformers: The TrajLearn Framework. 1306-1307
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