Sessions
- Proceedings
- Day 1 - Monday, November 3 (Workshops/Tutorials/PhD & SRC)
- Day 2 - Tuesday, November 4
- Day 3 - Wednesday, November 5
- Day 4 - Thursday, November 6
Papers Proceedings for each track, with each paper titled paperID_LastName
- Applications track papers are available here
- Research track papers are available here.
- Industry track papers are available here.
- Demo track papers are available here.
- Short papers track are available here.
- Vision track papers are available here.
- Tutorials are available here.
- TSAS papers are available here.
- PhD/Grad Workshop and SRC papers are available here.
- GISCup papers are available here.
Day 1 - Monday, November 3
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Tutorial 1: Spatial Regionalization: Formulations, Algorithms, and Applications (8:00-10:00)
- Yongyi Liu (University of California, Riverside)
- Yunhan Chang (University of California, Riverside)
- Amr Magdy (University of California, Riverside)
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Tutorial 2: Building a Foundation Model for Trajectory from Scratch (10:30-12:30)
- Gaspard Merten (Université libre de Bruxelles)
- Mahmoud Sakr (Université libre de Bruxelles)
- Gilles Dejaegere (Université libre de Bruxelles)
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Tutorial 3: Beyond Transport: V2X Integration Turning EVs into Smart Energy Assets (14:00-15:30)
- Bojie Shen (Monash University)
- Jinchun Du (Monash University)
- Muhammad Aamir Cheema (Monash University)
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Tutorial 4: Scalable Raster Processing: Models, Systems, Algorithms, and Open Challenges (16:00-18:00)
- Zhuocheng Shang (University of California, Riverside)
- Ahmed Eldawy (University of California, Riverside)
PhD/Graduate Workshop and SRC (Room: Topgolf Swing Suite)
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Keynote: "From Symbolic AI to Generative AI: Stories and Reflections from a Journey Through the AI Revolution" (10:15 - 11:00)
- Prof. Vipin Kumar (University of Minnesota)
- More details can be found at this link
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Break (11:00 - 11:15)
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Session 1: SRC Graduate Talks (Part 1) (11:15 - 12:15)
- Spatial Pattern Search through Language Models (11:15 - 11:30)
Nicole Schneider (University of Maryland, USA) - End-to-End Raw Scalable Raster Processing with Customized Pipeline and Foundation Model Integration (11:30 - 11:45)
Zhuocheng Shang (University of California, Riverside, USA) - A Deep Origin-Destination Flow Imputation Model Informed by the Visitation Law in Human Mobility (11:45 - 12:00)
Sheng Wang (University of Minnesota, Twin Cities, USA) - Estimating the Vitality of Individual Street Trees in Urban Areas using Multi-source Imagery and Deep Learning (12:00 - 12:15)
Yeonsu Kang (Ewha Womans University, South Korea)
- Spatial Pattern Search through Language Models (11:15 - 11:30)
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Break (12:15 - 12:30)
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Panel: “Success in Ph.D. Journey” (12:30 - 13:15)
Panelists:
Prof. Flora D. Salim (University of New South Wales)
Prof. Mahmoud Sakr (Université Libre de Bruxelles)
Prof. Maryam Hosseini (UC Berkeley) -
Mentor–Mentee Lunch (By Invitation Only) (13:15 - 14:00)
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Session 2: SRC Graduate Talks (Part 2) (14:00 - 15:15)
- Multi-modal Spatio-temporal Forecasting in Sensor-less Regions: A Dual-stage Graph Approach from Disease to Crime (14:00 - 14:15)
Pei-Xuan Li (National Cheng Kung University, Taiwan) - Pedestrian Trajectory Prediction via Social Pooling and Transformer Cross Attention (14:15 - 14:30)
Jiou Ha (Ewha Womans University, South Korea) - Spatial Inference on Phylogenetic Trees (14:30 - 14:45)
Owen Tucker (Emory University, USA) - Prediction of Dengue Incidents: A Spatio-Temporal Approach with SEIR and Graph Neural Networks (14:45 - 15:00)
Cheng-Ru Chou (National Cheng Kung University, Taiwan) - sparkmobility: A Spark-based Python Library for Processing, Modeling, and Analyzing Large Mobility Datasets (15:00 - 15:15)
Shangqing Cao (University of California, Berkeley, USA)
- Multi-modal Spatio-temporal Forecasting in Sensor-less Regions: A Dual-stage Graph Approach from Disease to Crime (14:00 - 14:15)
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Break (15:15 - 15:20)
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Session 3: SRC Undergraduate Talks (15:20 - 16:35)
- A Graph-Based Spatio-Temporal POI Ranking Measure for Pickup and Delivery Platforms (15:20 - 15:35)
Karen Xiao (Wellesley College, USA)
Makoto Irisumi (Wellesley College, USA) - MambaLoc: Lightweight Indoor Localization For Unmanned Vehicles Using Cross-Modal Knowledge Distillation (15:35 - 15:50)
Mohab Bahnassy (American University in Cairo, Egypt)
Omar Saqr (American University in Cairo, Egypt) - Biker Buddy: A Conversational Route Planner for Cyclists Powered by LLMs and Context-Aware Map Parsing (15:50 - 16:05)
Isaac Huang (University of Waterloo, Canada) - SpatioSense: Adaptive & Efficient Crowdsensing Across Domains (16:05 - 16:20)
Han Nguyen (Wellesley College, USA) - GeoDrive: Cross-City Autonomous Driving through Meta-Learning and LLMs (16:20 - 16:35)
Mostafa Gaafar (American University in Cairo, Egypt)
Ali Elaswad (American University in Cairo, Egypt)
- A Graph-Based Spatio-Temporal POI Ranking Measure for Pickup and Delivery Platforms (15:20 - 15:35)
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Break (16:35 - 16:45)
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SRC Graduate and Undergraduate Poster Session (16:46 - 17:45)
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You can find the full Workshop Day schedule with an Event Space map at this PDF
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GISCUP Workshop Welcome (08:15 - 08:30)
Takahiro Yabe & Kota Tsubouchi -
Organizers' Data Description (08:30 - 08:45)
Toru Shimizu -
MoVER: Modeling User Heterogeneity with Enriched Trajectory Representations for Human Mobility Prediction (08:45 - 09:00)
Yijun Lin (University of Minnesota) -
Human Mobility Prediction with Multi-Task Curriculum Training (09:00 - 09:15)
Tianye Fang (Technical University of Munich) -
Lightweight Personalized Human Mobility Prediction using Gradient-Boosted Decision Trees and Graph Neural Networks (09:15 - 09:30)
Masahiro Suzuki (Sony Group Corporation) -
Building Efficient LLM Pipeline for Human Mobility Prediction (09:30 - 09:45) (Via Zoom) Chenhao Wang (University of Electronic Science and Technology of China)
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Trajectory Prediction Using Spatiotemporal BERT Leveraging Collective Trajectories (09:45 - 10:00)
Keiichi Ochiai (Yokohama City University) -
Coffee Break (10:00 - 10:15)
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Human Mobility Prediction via Sparse Mixture-of-Experts and Hybrid Multi-Scale Encoding (10:15 - 10:30)
Yueyang Liu (Emory University) -
Simple Yet Effective: Supervised Fine-Tuning of Large Language Models for Multi-City Human Mobility Prediction (10:30 - 10:45) (Via Zoom) Zhaoya Gong (Peking University)
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CityCondBERT: Cross-City Transfer with GEO-BLEU-Sinkhorn Loss for Human Mobility Prediction (10:45 - 11:00)
Sehoon Oh (Yonsei University) -
Spatiotemporal Mobility Prediction via Cross-City-Aware Llama-3-8B-Mob (11:00 - 11:15)
Meisaku Suzuki (NTT DOCOMO, INC.) -
Break (11:15 - 11:30)
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HuMob Predictor: Towards a Generalizable Model for Multi-City Individual Mobility Prediction (11:30 - 11:45) (Via Zoom) Xu Yang (Hong Kong Polytechnic University)
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BERT-based Human Mobility Prediction with Enhanced Features, Data Augmentation, and Epoch-wise Ensemble (11:45 - 12:00)
Shoko Nukaya (KDDI Research) -
Multi-City Next Location Prediction through Mobility-Derived Multi-Pattern Transfer Learning (12:00 - 12:15)
Haru Terashima (Nagoya University) -
Closing (12:15 - 12:30)
Takahiro Yabe & Kota Tsubouchi
Day 2 - Tuesday, November 4
Lightning Talks Session 1 (Demos, Short Papers, ACM TSAS) (8:15 - 9:30)
Short Paper Track
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01S - Streamlining Vehicle Logistics: Maximizing Pickup and Delivery While Considering Loading and Unloading Costs
Kousik Kumar Dutta: Indian Institute of Technology Ropar
Venkata M. V. Gunturi: University of Hull -
02S - Iti-Validator: A Guardrail Framework for Validating and Correcting LLM-Generated Itineraries
Shravan Gadbail: Data Sciences and Analytics Center, International Institute of Information Technology
Masumi Desai: Data Sciences and Analytics Center, International Institute of Information Technology Hyderabad
Kamalakar Karlapalem: Data Sciences and Analytics Center, International Institute of Information Technology Hyderabad -
03S - A Spatially Adapted SHAP Approach for Interpreting Deep Bike Usage Learning and Prediction
Congcong Miao: University of Connecticut
Suining He: University of Connecticut
Yuyao Li: University of Connecticut
Chuanrong Zhang: University of Connecticut -
04S - MapLibre Tile: A Next Generation Vector Tile Format
Markus Tremmel: Rohde & Schwarz GmbH & Co. KG
Roland Zink: Deggendorf Institute of Technology -
05S - Exploiting Polygon Metadata to Recolor Historical Maps
Fandel Lin: USC Information Sciences Institute
Craig Knoblock: USC Information Sciences Institute
Binh Vu: University of Southern California
Yao-Yi Chiang: University of Minnesota -
06S - Exploiting Polygon Metadata to Colorize Draft Maps
Fandel Lin: USC Information Sciences Institute
Craig Knoblock: USC Information Sciences Institute
Binh Vu: University of Southern California
Basel Shbita: IBM Research
Yao-Yi Chiang: University of Minnesota -
07S - Spatial Regionalization: A Hybrid Quantum Computing Approach
Yunhan Chang: Department of Computer Science and Engineering, University of California, Riverside
Amr Magdy: Department of Computer Science and Engineering, University of California, Riverside
Federico Spedalieri: Department of Electrical and Computer Engineering, USC
Ibrahim Sabek: Department of Computer Science, USC -
08S - Classical Feature Embeddings Help in BERT-Based Human Mobility Prediction
Yunzhi Liu: University of New South Wales
Haokai Tan: University of New South Wales
Rushi Kanjaria: University of New South Wales
Lihuan Li: University of New South Wales
Flora D. Salim: University of New South Wales -
09S - Modeling Stopped Vehicle Dynamics on Urban Backstreets via GraphLSTM-Attn: A Context-Aware GeoAI Approach
Jiwon Kim: Ewha Womans University
Jiyoon Lee: Ewha Womans University
Youngok Kang: Ewha Womans University -
10S - VisitFrequency-Diffusion: Leveraging Recurrent Visits for Long-Term Individual Trajectory Forecasting
Ziyan Yang: School of Information Engineering, China University of Geosciences, Beijing
Shuhui Gong: School of Information Engineering, China University of Geosciences, Beijing
Xinqi Liu: School of Information Engineering, China University of Geosciences, Beijing
Jiahao Lv: School of Information Engineering, China University of Geosciences, Beijing
Changjian Liu: School of Earth and Space Sciences, Peking University
Jilin Hu: East China Normal University, Shanghai Engineering Research Center of Big Data Management
Hongbin Pei: School of Cyber Science and Engineering, Xian Jiaotong University -
11S - TrafficNetQA: Question Answering Datasets for Evaluating LLM Performance on Traffic Network Files
Donghoon Kwon: University of Minnesota
Seungmo Kang: Korea University
Seongjin Choi: University of Minnesota -
12S - ST-EMS: A Spatio-Temporal Framework for Forecasting Emergency Medical Service Demand and Adaptive Hospital Routing
Sai Deepthi Yeddula: Oakland University
Sarath S. Shanker: Oakland University
Abhijeet Bhattacharya: Oakland University
Chen Jiang: Auburn University
Julian Rrushi: Oakland University
Wei-Shinn Ku: Auburn University -
13S - GeoFlow: Agentic Workflow Automation for Geospatial Tasks
Amulya Bhattaram: University of Texas at Austin
Justin Chung: University of Texas at Austin
Stanley Chung: University of Texas at Austin
Ranit Gupta: University of Texas at Austin
Janani Ramamoorthy: University of Texas at Austin
Kartikeya Gullapalli: University of Texas at Austin
Diana Marculescu: University of Texas at Austin
Dimitrios Stamoulis: University of Texas at Austin -
14S - Fair-Coverage Facility Location: Optimizing Distance and Diversity
Majid Mirzanezhad: Ohio University -
15S - EfficientLocNet: High-Performance and Lightweight Radio Source Localization with Multi-Scale Attention
Thanh Dat Le: University of North Texas
Sourabh Yadav: University of North Texas
Xinpeng Xie: University of North Texas
Chenxi Qiu: University of North Texas
Yan Huang: University of North Texas
Xinrong Li: University of North Texas -
16S - Enhancing Contrastive Learning for Geolocalization by Discovering Hard Negatives on Semivariograms
Boyi Chen: Professorship Big Geospatial Data Management, School of Engineering and Design, Technical University of Munich
Zhangyu Wang: University of Maine
Fabian Deuser: University of the Bundeswehr Munich
Johann Maximilian Zollner: Professorship Big Geospatial Data Management, School of Engineering and Design, Technical University of Munich
Martin Werner: Professorship Big Geospatial Data Management, School of Engineering and Design, Technical University of Munich -
17S - Expert Guided Diffusion for Synthetic Aperture Radar Despeckling
Ping-Chun Lin: University of Washington
Hayato Ushijima-Mwesigwa: Fujitsu Research of America
Wing Yee Au: Fujitsu Research of America -
18S - An Improvement to the Sliding Window Staypoint Detection Algorithm to Handle Dropouts
Lance Kennedy: Emory University
Andreas Züfle: Emory University -
19S - TyphoFormer: Language-Augmented Transformer for Accurate Typhoon Track Forecasting
Lincan Li: Department of Computer Science, Florida State University
Eren Erman Ozguven: FAMU-FSU College of Engineering
Yue Zhao: University of Southern California
Guang Wang: Florida State University
Yiqun Xie: University of Maryland, College Park
Yushun Dong: Florida State University -
20S - A First Look at Predictability and Explainability of Pre-request Passenger Waiting Time in Ridesharing Systems
Jie Wang: Independent Researcher
Guang Wang: Florida State University -
21S - LLM-Based Multi-Agent System and Simplicial Self-Supervised Learning Model for Regional Cancer Prevalence Estimation Using Satellite Imagery
Jiue-An Yang: City of Hope Beckman Research Institute
Yuzhou Chen: University of California, Riverside
Calvin Tribby: City of Hope Beckman Research Institute
Huikyo Lee: NASA Jet Propulsion Laboratory
Loretta Erhunmwunsee: City of Hope Beckman Research Institute
Tarik Benmarhnia: University of California San Diego
Caroline Thompson: University of North Carolina at Chapel Hill
Yulia R. Gel: Virginia Polytechnic Institute and State University
Marta Jankowska: City of Hope Beckman Research Institute -
22S - MobText-SISA: Efficient Machine Unlearning for Mobility Logs with Spatio-Temporal and Natural-Language Data
Haruki Yonekura: The University of Osaka, RIKEN Center for Computational Science
Ren Ozeki: The University of Osaka, Japan Meteorological Agency
Tatsuya Amano: The University of Osaka, RIKEN Center for Computational Science
Hamada Rizk: The University of Osaka, Tanta University, RIKEN Center for Computational Science
Hirozumi Yamaguchi: The University of Osaka, RIKEN Center for Computational Science
Demo Track
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23D - Search by Spatial Query: Text to Pictorial Queries [Demo]
Nicole Schneider: University of Maryland, United States
Avik Das: University of Maryland, United States
Kent O'Sullivan: University of Sydney, Australia
Hanan Samet: University of Maryland, United States -
24D - ALFA: Elevation-Guided 3D Flood Map Annotation on Earth Imagery by Consistency-Enhanced Active Learning [Demo]
Saugat Adhikari: Indiana University Bloomington, United States
Da Yan: Indiana University Bloomington, United States
Naman Nimbale: Indiana University Bloomington, United States
Akhlaque Ahmad: Indiana University Bloomington, United States
Jiao Han: Indiana University Bloomington, United States
Lyuheng Yuan: Indiana University Bloomington, United States -
25D - PortVIS: An Interactive Platform for Port-to-Port Trajectory Imputation and Visual Analytics [Demo]
Zhiwen Zhang: LocationMind Inc., Japan
Zipei Fan: Jilin University, China
Wei Yuan: The University of Tohoku, Japan
Shun Iwazaki: LocationMind Inc., Japan
Ryosuke Shibasaki: LocationMind Inc., Japan -
26D - Demonstration of FutureFarmNow: Interactive Spatial Data Exploration for Precision Agriculture
Zhuocheng Shang: University of California, Riverside, United States
Ahmed Eldawy: University of California, Riverside, United States
Elia Scudiero: UCR, Environmental Sciences, United States
George Vellidis: University of Georgia, United States
José Andreis: AUSTN, Brazil -
27D - RouteSys: A Future Route Data Management System
Zizhuo Xu: Hong Kong University of Science and Technology, Hong Kong
Doucheng Pan: Hong Kong University of Science and Technology (GZ), China
Lei Li: Hong Kong University of Science and Technology (GZ), China
Mengxuan Zhang: The Australian National University, Australia
Yehong Xu: Hong Kong University of Science and Technology, Hong Kong
Xiaofang Zhou: Hong Kong University of Science and Technology, Hong Kong -
28D - AIDA: A Spatial Data Augmentation Tool for Machine Learning Dataset Preparation
Sara Migliorini: University of Verona, Italy
Alberto Belussi: University of Verona, Italy -
29D - EpiScale: Large-Scale Simulation of Infectious Disease Based on Human Mobility [Demo]
Ruochen Kong: Emory University, United States
Taylor Anderson: George Mason University, United States
David Heslop: The University of New South Wales, Australia
Matthew Scotch: Arizona State University, United States
Flora D. Salim: The University of New South Wales, Australia
Chandini Raina Macintyre: The University of New South Wales, Australia
Andreas Züfle: Emory University, United States -
30D - UrbanXplain: A Language-Driven Urban Planning System with Explainable Reasoning and Real-Time 3D Rendering
Yanan Xiao: Northeast Normal University, China
Rui Song: Northeast Normal University, China
Yinan Xiao: Northeast Normal University, China
Lu Jiang: Dalian Maritime University, China
Minghao Yin: Northeast Normal University, China
Pengyang Wang: University of Macau, China -
31D - SHM-DB - A Shared Memory Database for FAIR Geospatial Algorithm Development (Demo Paper)
Martin Werner: Technical University of Munich, Germany
Katharina Anders: Technical University of Munich, Germany -
32D - A Spatially-Grounded Conversational Planner for Personalized Urban Itineraries [Demo]
Chiara Pugliese: IIT-CNR, Pisa, Italy
Maddalena Amendola: IIT-CNR, Pisa, Italy
Raffaele Perego: ISTI-CNR, Pisa, Italy
Chiara Renso: ISTI-CNR, Pisa, Italy
Research Track
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33R - FairDRL-ST: Disentangled Representation Learning for Fair Spatio-Temporal Mobility Prediction
Sichen Zhao: RMIT University
Wei Shao: Data61, CSIRO
Jeffrey Chan: RMIT University
Ziqi Xu: RMIT University
Flora Salim: University of New South Wales -
34R - An image embedding-based approach for classifying street networks
Francisco Garrido-Valenzuela: CityAI Lab, Transport and Logistics Group, Delft University of Technology
Max Lange: Department of Transport & Planning, Delft University of Technology
Juan C. Herrera: Department of Transport Engineering and Logistics, Pontificia Universidad Católica de Chile
Oded Cats: Department of Transport & Planning, Delft University of Technology -
35R - Scenario-Based Evaluation of Probabilistic Time Series Forecasting for Solar Energy [Experiment]
Ruohan Li: University of Maryland, College Park
Yiqun Xie: University of Maryland
Xiaowei Jia: University of Pittsburgh
Gengchen Mai: University of Texas at Austin
Sohpia Hou: University of Maryland, College Park
Zhihao Wang: University of Maryland
Zhili Li: University of Maryland, College Park -
36R - SGV: Scalable Geospatial Graph Visualization
Tarlan Bahadori: University of California, Riverside
Alvin Chiu: University of California, Irvine
Ahmed Eldawy: University of California, Riverside
Michael Goodrich: University of California, Irvine -
37R - TerraMAE: Learning Spatial-Spectral Representations from Hyperspectral Earth Observation Data via Adaptive Masked Autoencoders
Tanjim Bin Faruk: Colorado State University
Abdul Matin: Colorado State University
Shrideep Pallickara: Department of Computer Science, Colorado State University
Sangmi Pallickara: Colorado State University -
38R - FCV2X-Net: Foresighted and Coordinated Vehicle-to-Everything Control for Joint Traffic Navigation and Signal Optimization
Jinwei Zeng: Tsinghua University
Hongyuan Su: Tsinghua University
Jian Yuan: Tsinghua University
Yong Li: Tsinghua University -
39R - Voluntary mobility clustering for epidemic control
Amir Mohammad Esmaieeli Sikaroudi: Department of Computer Science, University of Arizona
Alon Efrat: Department of Computer Science, University of Arizona
Joseph S. B. Mitchell: Department of Applied Mathematics and Statistics, Stony Brook University
Esther Arkin: Department of Applied Mathematics and Statistics, Stony Brook University -
40R - PolyMinHash: Efficient Area-Based MinHashing of Polygons for Approximate Nearest Neighbor Search
Alima Subedi: Missouri University of Science and Technology
Sankalpa Pokharel: Missouri University of Science and Technology
Satish Puri: Missouri University of Science and Technology -
41R - Foundation Models for Semantic Segmentation of Thick/Thin Clouds and Cloud-shadows: A Comparative Study [Experiment]
Calvin Nguyen: North Carolina State University
Ranga Vatsavai: North Carolina State University -
42R - Multi-Scale Diffusion Transformer for Jointly Simulating User Mobility and Mobile Traffic Pattern
Ziyi Liu: Tsinghua University
Qingyue Long: Tsinghua University
Yong Li: Tsinghua University -
43R - Mobility Data Stream Processing Beyond the Cloud
Mariana M. Garcez Duarte: Université libre de Bruxelles
Dwi P. A. Nugroho: BIFOLD, TU-Berlin
Georges Tod: SNCB-NMBS Engineering
Evert Bevernage: SNCB-NMBS Engineering
Pieter Moelans: SNCB-NMBS Engineering
Elias Saerens: SNCB-NMBS Engineering
Esteban Zimányi: Université Libre de Bruxelles
Mahmoud Sakr: Université Libre de Bruxelles
Steffen Zeuch: BIFOLD, TU-Berlin -
44R - GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems
Wilson Wongso: UNSW
Hao Xue: University of New South Wales
Flora Salim: University of New South Wales
TSAS
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45T - Generative Trajectory Forecasting via Transformers: The TrajLearn Framework
Amirhossein Nadiri: York University, Canada
Jing Li: York University, Canada
Ali Faraji: York University, Canada
Ghadeer Abuoda: York University, Canada
Manos Papagelis: York University, Canada -
46T - Distributed MobilityDB: A Scalable Moving Object Database Management System
Mohamed Bakli: Université libre de Bruxelles, Belgium
Mahmoud Sakr: Université libre de Bruxelles, Belgium
Esteban Zimányi: Université libre de Bruxelles, Belgium
Nils Dijk: Microsoft, Netherlands
Marco Slot: Microsoft, Netherlands -
47T - Scalable Terrain-Aware Flood Extent Mapping on Earth Imagery
Saugat Adhikari: Indiana University Bloomington, USA
Da Yan: Indiana University Bloomington, USA
Zhe Jiang: University of Florida, USA
Jiao Han: Indiana University Bloomington, USA
Zelin Xu: University of Florida, USA
Yupu Zhang: University of Florida, USA
Arpan Sainju: Middle Tennessee State University, USA
Yang Zhou: Auburn University, USA -
48T - Per Segment Plane Sweep Line Segment Intersection on the GPU: Highlights
Mark McKenney: Southern Illinois University, Edwardsville, USA
Roger Frye: Blackburn College, USA -
49T - Fuzzy Spatial Algebra (FUSA): Overview and Highlights
Anderson Carniel: Federal University of São Carlos, Brazil
Markus Schneider: University of Florida, USA
Application Track
50A - A topology-based approach to extract pressure ridges from sea ice surfaces
Yunting Song: University of Maryland at College Park
Leila De Floriani: University of Maryland at College Park
Kyle Duncan: University of Maryland at College Park
Sinead Farrell: University of Maryland at College Park
Research 1: Mobility 1: Anomaly Detection and Trajectory Generation (11:00 - 12:30)
Session Chair: Amr Magdy
Location: Meridian 1/2
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RECAST: Route-Enhanced Conditional Anomalous Sub-trajectory Detection
Ziyi Jiang: The University of Auckland
Qiqi Wang: The University of Auckland
Xuyang Sun: The University of Auckland
Gillian Dobbie: The University of Auckland
Xiaoling Lu: Renmin University of China
Yalei Du: Beijing Baixingkefu Network Technology Co., Ltd.
Yuanyuan Zhang: Beijing Baixingkefu Network Technology Co., Ltd.
Kaiqi Zhao: The University of Auckland -
Geo-lucid Conditional Diffusion Models for High Physical Fidelity Trajectory Generation
Mingzhou Yang: University of Minnesota
Arun Sharma: University of Minnesota
Majid Farhadloo: University of Minnesota
Bharat Jayaprakash: University of Minnesota
Shashi Shekhar: University of Minnesota -
Graph Enhanced Trajectory Anomaly Detection
Jonathan Mbuya: George Mason University
Dieter Pfoser: George Mason University
Antonios Anastasopoulos: George Mason University -
ICAD: A Self-Supervised Autoregressive Approach for Multi-Context Anomaly Detection in Human Mobility Data
Bita Azarijoo: University of Southern California
Maria Despoina Siampou: University of Southern California
John Krumm: University of Southern California
Cyrus Shahabi: University of Southern California -
Modeling Collective Behaviors for Human Mobility Anomaly Detection
Haomin Wen: Carnegie Mellon University
Shurui Cao: Carnegie Mellon University
Leman Akoglu: Carnegie Mellon University
Industry 1: Applied Routing: From Last-Mile Delivery to Maritime Navigation (11:00 - 12:30)
Session Chair: Jinmeng Rao
Location: Room 2
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SPEEDY: Framework for Sharpening Promise Time Estimates in Sub-Same Day Delivery
Arindam Sarkar: Amazon
Prakash Mandayam Comar: Amazon -
Learning Heuristics to Solve Dynamic Vehicle Routing Problems Using Large Language Models
Andrew Wang: University of Waterloo
Xiaoyan Li: University of Toronto
Yunli Wang: National Research Council Canada -
Efficient Alternative Path Generation in Time-Dependent A*
Oussama Dhifallah: Microsoft
Michael R. Evans: Microsoft
Dragomir Yankov: Microsoft
Antonios Karatzoglou: Microsoft
Florin Sabau: Microsoft
Goran Predovic: Microsoft -
Dynamic Weather-Resilient Vessel Routing using Big AIS Data
Alexandros Troupiotis-Kapeliaris: Kpler
Georgios Grigoropoulos: Kpler
Marios Vodas: Kpler
Konstantina Bereta: Kpler
Research 2: Geo-Foundation Models and Representations (2:00 - 3:30)
Session Chair: W Randolph Franklin
Location: Meridian 1/2
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SpatialGPT: Zero-Shot Vision-and-Language Navigation via Spatial CoT over Structured Spatial Memory
Zhiqiang Jiang: University of Calgary
Xin Wang: University of Calgary -
Towards A New Era of Geo-Foundation Models: Expert-Guided Multimodal Alignment and Geospatial Context Awareness
Ting Han: Sun Yat-Sen University
Huan Chen: Sun Yat-Sen University
Chaolei Wang: Sun Yat-Sen University
Yilan Ren: Sun Yat-Sen University
Meiliu Wu: University of Glasgow -
EvaMAE: How Helpful Are DEM Data in Enhancing Geo-Foundation Models for Earth Imagery? [Experiment]
Saugat Adhikari: Indiana University Bloomington
Da Yan: Indiana University Bloomington
Naman Nimbale: Indiana University Bloomington
Weijin Liu: Stevens Institute of Technology
Xiaodong Yu: Stevens Institute of Technology
Akhlaque Ahmad: Indiana University Bloomington
Lyuheng Yuan: Indiana University Bloomington
Jiao Han: Indiana University Bloomington
Zhe Jiang: University of Florida -
OBSR: Open Benchmark for Spatial Representations [Experiment]
Julia Moska: Wrocław University of Science and Technology
Oleksii Furman: Wrocław University of Science and Technology
Kacper Kozaczko: Wrocław University of Science and Technology
Szymon Leszkiewicz: Wrocław University of Science and Technology
Jakub Polczyk: Wrocław University of Science and Technology
Piotr Gramacki: Wrocław University of Science and Technology
Piotr Szymański: Wrocław University of Science and Technology -
Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning
Yuan Yuan: Tsinghua University
Yukun Liu: Tsinghua University
Chonghua Han: Tsinghua University
Jie Feng: Department of Electronic Engineering, Tsinghua University
Yong Li: Tsinghua University
Application 1: Earth Science/Agriculture/Food Systems (2:00 - 3:30)
Session Chair: Shawn Newsam
Location: Meridian 3/4
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DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets
Bayu Adhi Tama: University of Maryland, Baltimore County
Mansa Krishna: Dartmouth College
Homayra Alam: University of Maryland, Baltimore County
Mostafa Cham: University of Maryland, Baltimore County
Omar Faruque: University of Maryland, Baltimore County
Gong Cheng: Dartmouth College
Jianwu Wang: University of Maryland, Baltimore County
Mathieu Morlighem: Dartmouth College
Vandana Janeja: University of Maryland, Baltimore County -
Fine-Scale Soil Mapping in Alaska with Multimodal Machine Learning
Yijun Lin: University of Minnesota
Theresa Chen: University of Minnesota
Colby Brungard: New Mexico State University
Sabine Grunwald: University of Florida
Sue Ives: ABR, Inc.
Matt Macander: ABR, Inc.
Timm Nawrocki: University of Alaska–Anchorage
Yao-Yi Chiang: University of Minnesota
Nic Jelinski: University of Minnesota -
FieldSAT: A Scalable Query Workflow for Precision Agriculture with Large Raster Datasets
Zhuocheng Shang: University of California, Riverside
Ahmed Eldawy: University of California, Riverside
Elia Scudiero: University of California, Riverside
Ramesh Dhungel: USDA Salinity Lab
Ray Anderson: USDA Salinity Lab -
An Orchestration Engine for Scalable, On-Demand AI Phenotyping from UAS Imagery in Agriculture
Lucas Waltz: The Ohio State University
Sarikaa Sridhar: The Ohio State University
Ryan Waltz: The Ohio State University
Paul Rodriguez: University of California, San Diego
Chaeun Hong: The Ohio State University
Armeen Ghoorkhanian: The Ohio State University
Nicole DiMarco: The Ohio State University
Raghu Machiraju: The Ohio State University
Sami Khanal: The Ohio State University -
Scalable Inter-County Food Flow Prediction Using Graph Neural Networks
Qianheng Zhang: University of Wisconsin–Madison
Dev Paul: University of Wisconsin–Madison
Michelle Miller: University of Wisconsin–Madison
Alfonso Morales: University of Wisconsin–Madison
Song Gao: University of Wisconsin–Madison
Research 3: Urban Computing and Land Use (4:00 - 5:50)
Session Chair: Peer Kroeger
Location: Meridian 1/2
-
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior
Lin Che: ETH Zurich
Yizi Chen: ETH Zurich
Tanhua Jin: Ghent University
Martin Raubal: ETH Zurich
Konrad Schindlere: ETH Zurich
Peter Kiefer: ETH Zurich -
Estimating Traffic in Urban Area Using Public Transit Buses as Probes
Bahare Salehi: Université Libre de Bruxelles
Mahmoud Sakr: Université Libre de Bruxelles -
POIFormer: A Transformer-Based Framework for Accurate and Scalable Point-of-Interest Attribution
Nripsuta Ani Saxena: University of Southern California
Shang-Ling Hsu: University of Southern California
Mehul Shetty: University of Southern California
Omar Alkhadra: University of Southern California
Cyrus Shahabi: University of Southern California
Abigail L. Horn: University of Southern California -
Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification
Junhao Wu: Towson University
Stephen Aboagye-Ntow: Towson University
Chuyuan Wang: Towson University
Gang Chen: University of North Carolina at Charlotte
Xin Huang: Towson University -
Enhancing Urban Region Representation via Adaptive Risk-aware Consensus Learning
Li Huang: Southwestern University of Finance and Economics
Yujie Wu: Southwestern University of Finance and Economics
Xiaolong Song: Southwestern University of Finance and Economics
Qiang Gao: Southwestern University of Finance and Economics
Goce Trajcevski: Iowa State University
Xueqin Chen: Kash Institute of Electronics and Information Industry -
Omni-CityMood: Vision-based Urban Atmosphere Perception from Every Angle
Yuki Kubota: Institute of Science Tokyo
Kota Tsubouchi: LY Corporation
Soto Anno: Institute of Science Tokyo
Kaito Ide: Institute of Science Tokyo
Masamichi Shimosaka: Institute of Science Tokyo
Posters and Demos for Lightning Talks Session 1 (4:00 - 5:50)
Location: Pinnacle Foyer
- The posters are the same as Lightning Talks Session 1 (Demos, Short Papers, ACM TSAS)
Day 3 - Wednesday, November 5
Lightning Talks Session 2 (Demos, Short Papers) (8:00 - 9:00)
Demo Track
-
60D - Hecatoncheir: Scaling up and out spatial data management
Thanasis Georgiadis: University of Ioannina, Greece
Achilleas Michalopoulos: University of Ioannina, Greece
Dimitris Dimitropoulos: University of Ioannina, Greece
Dimitris Tsitsigkos: Archimedes, Athena RC, Greece
Nikos Mamoulis: University of Ioannina, Greece -
61D - Planet Scale Mars Image Retrieval for Fast Mapping with Interactive Refinement [Demo]
Jichao Fang: Northern Illinois University, United States
Lei Zhang: Northern Illinois University, United States
Wei Luo: Northern Illinois University, United States -
62D - GRAFMOVE: Graph-based Mobility Optimization and Visualization Engine [Demo]
Federica Rollo: University of Modena and Reggio Emilia, Italy
Laura Po: University of Modena and Reggio Emilia, Italy -
63D - RailEstate: An Interactive System for Metro Linked Property Trends
Chen-Wei Chang: Virginia Tech, United States
Yu-Chieh Cheng: Virginia Tech, United States
Yun-En Tsai: Virginia Tech, United States
Fanglan Chen: Virginia Tech, United States
Chang-Tien Lu: Virginia Tech, United States -
64D - Coincidental Data Discovery Engine: A Portal for Global-Scale Cross-Platform Satellite Data Search [Demo]
Ruichen Wang: University of Maryland College Park, United States
Yiqun Xie: University of Maryland College Park, United States
Leo Du: University of Maryland College Park, United States
Jia Yu: Wherobots Inc, United States
Kyle Duncan: University of Maryland College Park, United States
Sinéad Farrell: University of Maryland College Park, United States
Zhili Li: University of Maryland College Park, United States
Kangyang Chai: University of Maryland College Park, United States -
65D - [Demo] VisLN: An Interactive Visualization System for Vision Language Navigation
Isaac Huang: University of Waterloo, Canada
Zhiqiang Jiang: University of Calgary, Canada -
66D - Query-Aware Route Enrichment for Handling Complex Direction Queries and Grounding Large Language Models
Antonios Karatzoglou: Microsoft, United States
Michael Snider: Microsoft, United States
Varun Kakkar: Microsoft, United States
Michael R. Evans: Microsoft, United States
Dragomir Yankov: Microsoft, United States
Goran Predovic: Microsoft, United States -
67D - Partitioning Areas With Obstacles for Fleet of Drones [Demo]
Kenneth Scheuman: Iowa State University, United States
Nicholas Kokott: Iowa State University, United States
Cole Stuedeman: Iowa State University, United States
Melani Hodge: Iowa State University, United States
Everett Duffy: Iowa State University, United States
Samuel Russett: Iowa State University, United States
Goce Trajcevski: Iowa State University, United States -
68D - EV Energy Trading Dashboard: Cost-Emission Reduction Through Spatiotemporal Forecasts and Smart Charging [Demo]
Muhammad Insan Al-Amin: Monash University, Australia
Jinchun Du: Monash University, Australia
Muhammad Aamir Cheema: Monash University, Australia
Isma Farah Siddiqui: Monash University, Australia
Mahsa Salehi: Monash University, Australia -
69D - [DEMO] Rotation and Scale-Invariant Shape Extraction from Vessel Trajectories for HumanInTheLoop Monitoring
Cristiano Landi: University of Pisa, Italy
Natalia Andrienko: Fraunhofer Institute IAIS Germany
Gennady Andrienko: Fraunhofer Institute IAIS Germany
Research Track
-
70R - Large-Scale Human Mobility Dataset Generator Based on Patterns of Life Simulation
Hossein Amiri: Emory University
Richard Yang: Emory University
Shiyang Ruan: George Mason University
Joon-Seok Kim: Emory University
Hamdi Kavak: George Mason University
Andrew Crooks: University at Buffalo
Dieter Pfoser: George Mason University
Carola Wenk: Tulane University
Andreas Züfle: Emory University -
71R - Reducing Congestion and Search Time via Smart Street Parking
Behafarid Hemmatpour: IMDEA Networks Institute
Javad Dogani: IMDEA Networks Institute
Nikolaos Laoutaris: IMDEA Networks Institute -
72R - Uncertainty-Aware Anomaly Detection in Spatiotemporal Climate Data [Experiment]
Tolulope Ale: iHARP, University of Maryland Baltimore County
Ratnaksha Lele: iHARP, University of Maryland Baltimore County
Nicole-Jeanne Schlegel: NOAA -
73R - TrajNS: Numerical and Semantic Modeling Framework for Realistic and Controllable Trajectory Generation
Dimuthu Lakmal: University of Melbourne
Renata Borovica-Gajic: University of Melbourne
Shanika Karunasekera: University of Melbourne -
74R - Urban Knowledge Graph-Enhanced Explainable Recommendation Approach for Destination Choice
Ziheng Liu: Department of Advanced Interdisciplinary Studies, The University of Tokyo
Yanbo Pang: Center for Spatial Information Science, The University of Tokyo
Yoshihide Sekimoto: Center for Spatial Information Science, The University of Tokyo -
75R - Uncertainty-aware Spatio-Temporal Human Mobility Modeling and Anomaly Detection
Haomin Wen: Carnegie Mellon University
Shurui Cao: Carnegie Mellon University
Zeeshan Rasheed: Novateur Research Solutions
Khurram Hassan Shafique: Novateur Research Solutions
Leman Akoglu: Carnegie Mellon University -
76R - Training Machine Learning Models on Human Spatio-temporal Mobility Data: An Experimental Study [Experiment Paper]
Yueyang Liu: Emory University
Lance Kennedy: Emory University
Ruochen Kong: Emory University
Joon-Seok Kim: Emory University
Andreas Züfle: Emory University -
77R - NEXICA: Discovering Road Traffic Causality
Siddharth Srikanth: University of Southern California
John Krumm: University of Southern California
Jonathan Qin: University of Southern California -
78R - A Sentinel-2 Benchmark and Deep-Learning Study for Wildfire Damage Mapping [Experiment]
Valeria Martin: University of West Florida
K. Brent Venable: University of West Florida and IHMC
Derek Morgan: University of West Florida -
79R - LLM Agents for Georelating - A New Task for Locating Events
Kai Moltzen: Leuphana University Lueneburg
Junbo Huang: University of Hamburg
Ricardo Usbeck: Leuphana University Lueneburg -
80R - Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelve Melt in the Antarctic
Maloy Kumar Devnath: University of Maryland, Baltimore County
Sudip Chakraborty: University of Maryland, Baltimore County -
81R - Geospatial Diffusion for Land Cover Imperviousness Change Forecasting
Debvrat Varshney: Oak Ridge National Laboratory
Vibhas Vats: Indiana University
Bhartendu Pandey (Oak Ridge National Laboratory)
Christa Brelsford: Los Alamos National Laboratory
Philipe Dias: Oak Ridge National Laboratory -
82R - Analysis of Artifacts of Parallel Micro-Traffic Simulation
Joon-Seok Kim: Emory University
Gautam Thakur: Oak Ridge National Laboratory
Steven Christopher: Oak Ridge National Laboratory -
83R - AutoTracker: A Traffic Sign Change Detection System
Yunyao Cheng: Aalborg University
Christian Jensen: Aalborg University
Kristian Torp: Aalborg University
Application Track
-
84A - Weather-Driven Agricultural Decision-Making Under Imperfect Conditions
Tamim Ahmed: Washington State University
Monowar Hasan: Washington State University -
85A - The Maximum Coverage Model and Recommendation System for UAV Vertiports Location Planning
Chunliang Hua: Southeast University
Xiao Hu: International Digital Economy Academy
Jiayang Sun: International Digital Economy Academy
Zeyuan Yang: International Digital Economy Academy -
86A - MODyPer: Multi-Objective Dynamic Personalized Route Planning for Vulnerable Road Users
Federica Rollo: University of Modena and Reggio Emilia
Laura Po: University of Modena and Reggio Emilia -
87A - AddrRAG: Delivery Address Augmented Retrieval and Validation
El Moundir Faraoun: Université Paris 8
Nédra Mellouli: Université Paris 8
Stéphane Millot: TALK solutions -
88A - Physics-Guided Multi-Contextual Learning: Understanding the Surface and Subsurface Processes in Southeast Greenland
Chhaya Kulkarni: University of Maryland, Baltimore County
Nicole-Jeanne Schlegel: NOAA
Vandana Janeja: University of Maryland Baltimore County -
89A - Denoising Diffusion Probabilistic Models for Coastal Inundation Forecasting
Kazi Ashik Islam: University of Virginia
Zakaria Mehrab: University of Virginia
Mahantesh Halappanavar: Pacific Northwest National Laboratory
Henning Mortveit: University of Virginia
Sridhar Katragadda: City of Virginia Beach
Derek Loftis: Virginia Institute of Marine Science
Madhav Marathe: University of Virginia -
90A - Graph symbolic regression to interpret the spread of Vesicular Stomatitis Virus across the U.S. and Mexico
Tamanna Rashme: Mississippi State University
Zonghan Zhang: Mississippi State University
Jason Weeks: Mississippi State University
Marouane Benbrahim: Mississippi State University
Zijian Zhang: Mississippi State University
Zhiqian Chen: Mississippi State Univerrsity
Nisha Pillai: Mississippi State University
Ram Ramkumar: Mississippi State University
Bindu Nanduri: Mississippi State University -
92A - Benchmarking Geospatial Question Answering with MapQA
Zekun Li: University of Minnesota
Malcolm Grossman: University of Minnesota
Ehsan Qasemi: Oracle
Mihir Kulkarni: Pennsylvania State University
Muhao Chen: University of California, Davis
Yao-Yi Chiang: University of Minnesota -
93A - FoundationSoil: Enhancing Soil Organic Carbon Mapping Using a Multi-Temporal Geospatial Foundation Model
Jiayi Song: University of Florida
Chang Zhao: University of Florida
Hao-Yu Liao: University of Florida
Wei Shao: University of Florida -
94A - Mapping Cultural Ecosystem Services Using One-Shot In-Context Learning with Multimodal Large Language Models
Hao-Yu Liao: University of Florida
Chang Zhao: University of Florida
Jiayi Song: University of Florida
Wei Shao: University of Florida -
95A - Urban-STA4CLC: Urban Theory-Informed Spatio-Temporal Attention Model for Predicting Post-Disaster Commercial Land Use Change
Ziyi Guo: University of Florida
Yan Wang: University of Florida -
96A - Learning Individual Movement Shifts After Urban Disruptions with Social Infrastructure Reliance
Shangde Gao: University of Florida
Zelin Xu: University of Florida
Zhe Jiang: University of Florida -
97A - Leveraging Reinforcement Learning for Maternity Care Resource Reallocation: A Case Study in Florida
Andy Qin: The University of Texas at Austin
Yuhao Kang: The University of Texas at Austin
Hanqi Li: Louisiana State University
Shiqi Wang: University of Edinburgh
Bing Zhou: The Pennsylvania State University
Fahui Wang: Louisiana State University
Peiyin Hung: University of South Carolina
Research 4: Best Papers Candidates (10:30 - 12:20)
Session Chair: Walid Aref
-
Efficient Spatial Joins on Large Geometry Sets
Hannah Bast: University of Freiburg
Patrick Brosi: University of Freiburg
Johannes Kalmbach: University of Freiburg -
HydroChronos: Forecasting Decades of Surface Water Change
Daniele Rege Cambrin: Politecnico di Torino
Eleonora Poeta: Politecnico di Torino
Eliana Pastor: Politecnico di Torino
Isaac Corley: Wherobots
Tania Cerquitelli: Politecnico di Torino
Elena Baralis: Politecnico di Torino
Paolo Garza: Politecnico di Torino -
One Model, Many Cities: A Transferable Social Relationship Inference Framework for Human Mobility Data
Chen Chu: University of Southern California
Cyrus Shahabi: University of Southern California
Emmanuel Tung: Novateur Research Solutions
Khurram Shafique: Novateur Research Solutions -
CartoMapQA: A Fundamental Benchmark Dataset Evaluating Vision-Language Models on Cartographic Map Understanding [Experiment]
Huy Quang Ung: KDDI Research, Inc.
Guillaume Habault: KDDI Research, Inc.
Yasutaka Nishimura: KDDI Research, Inc.
Hao Niu: KDDI Research, Inc.
Roberto Legaspi: KDDI Research, Inc.
Tomoki Oya: KDDI Research, Inc.
Ryoichi Kojima: KDDI Research, Inc.
Masato Taya: KDDI Research, Inc.
Chihiro Ono: KDDI Research, Inc.
Atsunori Minamikawa: KDDI Research, Inc.
Yan Liu: University of Southern California -
XXLTraffic: Expanding and Extremely Long Traffic forecasting beyond test adaptation [Experiment]
Du Yin: University of New South Wales
Hao Xue: University of New South Wales
Arian Prabowo: UNSW
Shuang Ao: University of New South Wales
Flora Salim: University of New South Wales -
FUSE-Traffic: Fusion of Unstructured and Structured data for Event-aware Traffic forecasting
Chenyang Yu: University of North Texas
Xinpeng Xie: University of North Texas
Yan Huang: University of North Texas
Chenxi Qiu: University of North Texas
Research 5: Spatiotemporal Learning 1: Casuality, Learning and Fairness (1:50 - 3:40)
Session Chair: Ahmed Eldawy
Location: Meridian 1/2
-
STOAT: Spatial-Temporal Probabilistic Causal Inference Network
Yang Yang: University of New South Wales
Du Yin: University of New South Wales
Hao Xue: University of New South Wales
Flora Salim: University of New South Wales -
PROMIS: A Post-Processing Framework for Mitigating Spatial Bias
Dimitris Kyriakopoulos: Athena Research Center
Dimitris Sacharidis: Université Libre de Bruxelles
Giorgos Giannopoulos: Athena Research Center
Dimitris Gunopulos: National and Kapodistrian University of Athens
Theodore Dalamagas: Athena Research Center -
ConPro-GAIL: Interpretable Policy Learning via Conceptual Prototyping for Human Spatiotemporal Decision Understanding
Ronilo Ragodos: University of Iowa
Xun Zhou: Harbin Institute of Technology (Shenzhen)
Tong Wang: Yale University
Yajun Pan: Harbin Institute of Technology (Shenzhen)
Jun Luo: Research & Technology Development, Logistics and Supply Chain MultiTech R&D Centre -
CausalGRIT: Causal Graph Reasoning for Traffic Congestion Prediction – From Statistical Association to Casual Intervention
Sheng Liu: General Motors
Jun Ying: General Motors
Fan Bai: General Motors -
UQGNN: Uncertainty Quantification of Graph Neural Networks for Multimodal Spatiotemporal Prediction
Dahai Yu: Florida State University
Dingyi Zhuang: Massachusetts Institute of Technology
Lin Jiang: Florida State University
Rongchao Xu: Florida State University
Xinyue Ye: Texas A&M University
Yuheng Bu: University of Florida
Shenhao Wang: University of Florida
Guang Wang: Florida State University -
Dynamic Budgeted Reinforcement Learning for Fairness in Spatial-Temporal Resource Allocation
Yufan Kang: Monash University
Jie Zhang: University of Electronic Science and Technology of China
Wei Shao: Data61, CSIRO
Rui Tang: Fuzhou University
Mark Andrejevic: Monash University
Jeffrey Chan: RMIT University
Flora D. Salim: University of New South Wales
Research 6: Mobility 2: Mobility Representation and Behavior (4:10 - 6:00)
Session Chair: Emre Eftelioglu
Location: Meridian 1/2
-
Tesseract: Unfolding Navigable Graph Representations from Low-Semantic Floor Plans
Yaqoob Ansari: Carnegie Mellon University
Ammar Karkour: Carnegie Mellon University
Eduardo Feo Flushing: Carnegie Mellon University
Khaled A. Harras: Carnegie Mellon University -
Understanding Vessel Mobility Behavior through the Identification and Labeling of Maritime Zones of Interest
Omar Ghannou: Aix-Marseille Université, LIS, CNRS
Etienne Thuillier: Aix-Marseille Université, LIS, CNRS
Omar Boucelma: Aix-Marseille Université, LIS, CNRS -
A Qualitative Evaluation of Distance Measures in Trajectory Data Clustering [Experiments]
Max Galetskiy: University of Konstanz
Johann Bornholdt: University of Konstanz
Theodoros Chondrogiannis: NTNU
Michael Grossniklaus: University of Konstanz -
Crowd-Aware Itinerary Optimization via Clustered Multi-Agent Reinforcement Learning
Razan Albayouk: University Of Sharjah
Zaher Al Aghbari: University Of Sharjah
Imad Afyouni: University Of Sharjah -
Roaming Navigation-in-the-wild: How Pedestrians Subjectively Perceive Non-shortest Routes [Experiment]
Keisuke Otaki: Toyota Central R&D Labs., Inc.
Tomosuke Maeda: Toyota Central R&D Labs., Inc.
Keiko Uemura: Toyota Central R&D Labs., Inc.
Takayoshi Yoshimura: Toyota Central R&D Labs., Inc. -
Quantifying the Impact of k-Anonymizing Trajectory Data on Common Traffic Management Use Cases [Experiment]
Christian Fries: University of Münster
Jan Kettler: University of Applied Sciences Osnabrück
Thorsten Paßfeld: University of Applied Sciences Osnabrück
Ralf Tönjes: University of Applied Sciences Osnabrück
Christian Kray: University of Münster
Posters and Demos for Lightning Talks Session 2 (4:10 - 6:00)
Location: Meridian Foyer
- The posters are the same as Lightning Talks Session 2 (Demos, Short Papers)
Day 4 - Thursday, November 6
Vision Session (9:00 - 10:30)
-
Human-as-a-Sensor: Harnessing Brain Signals for Intelligent Multimodal Sensing in Spatially-Aware Systems
Sherif Mostafa: The American University in Cairo
Khaled A. Harras: Carnegie Mellon University
Moustafa Youssef: The American University in Cairo -
A Future in Motion: Reimagining Public Transport with Diverse Autonomous Vehicles
Muhammad Aamir Cheema: Monash University
Muhammad Ali Babar: University of Adelaide
Mohammed Eunus Ali: Monash University
Mohammad Goudarzi: Monash University
Walid G. Aref: Purdue University -
Spatially Enhanced Quantum Optimization for Network Planning
Yaron Kanza: AT&T
Divesh Srivastava: AT&T -
Toward Foundation Models for Mobility Enriched Geospatially Embedded Objects
Maria Despoina Siampou: University of Southern California
Shang-Ling Hsu: University of Southern California
Shushman Choudhury: Google Research
Neha Arora: Google Research
Cyrus Shahabi: University of Southern California -
Whose Truth? Pluralistic Geo-Alignment for (Agentic) AI
Krzysztof Janowicz: University of Vienna
Zilong Liu: University of Vienna
Gengchen Mai: University of Texas at Austin
Zhangyu Wang: University of Maine
Ivan Majic: University of Vienna
Alexandra Fortacz: University of Vienna
Grant McKenzie: McGill University
Song Gao: University of Wisconsin-Madison -
Cognitive Foundation Agents for Generalizable Vision-and-Language Navigation
Sherry Chalotra: University of Calgary
Zhiqiang Jiang: University of Calgary
Xin Wang: University of Calgary -
A Vision for Structured Experiential Mobility Intelligence
Manos Papagelis: York University -
Lory: Location-aware Data Discovery from Data Lakes
El Kindi Rezig: University of Utah
Walid Aref: Purdue University
Research 7: Mobility 3: Prediction, Routing and Recommendation (11:00 - 12:30)
Session Chair: Mario Nascimento
Location: Meridian 1/2
-
UniMove: A Unified Model for Multi-city Human Mobility Prediction
Chonghua Han: Tsinghua University
Yuan Yuan: Tsinghua University
Yukun Liu: Tsinghua University
Jingtao Ding: Tsinghua University
Jie Feng: Department of Electronic Engineering, Tsinghua University
Yong Li: Tsinghua University -
M3: Multi-Scale Spatial Heterogeneity, Multi-Purpose, Multi-Stakeholder via Attention-based Graph Clustering for Green Attraction Recommendations in Transport
Shih-Yu Lai: National Taiwan University
Tzu-Hsin Hsieh: Technische Universiteit Delft
Pei-Chi Tsai: University College London
Chao-Chun Kung: OAOA Architecture Associates
Sing-Kai Ling: 104 Corporation
Hsun-Ping Hsieh: National Cheng Kung University -
DeepMDV: Global Spatial Matching for Multi-depot Vehicle Routing Problems
Saeed Nasehibasharzad: The University of Melbourne
Farhana Choudhury: The University of Melbourne
Egemen Tanin: The University of Melbourne
Majid Sarvi: The University of Melbourne -
UGuideRAG: Intent-Enhanced Retrieval-Augmented Generation with User-Generated Content for Personalized Urban Tourism
Jing Tang: University of Zurich
Inhye Kong: University of Zurich
Zhaonan Wang: New York University Shanghai -
UM3: Unsupervised Map to Map Matching
Chaolong Ying: The Chinese University of Hong Kong, Shenzhen
Yinan Zhang: The Chinese University of Hong Kong, Shenzhen
Lei Zhang: The Chinese University of Hong Kong, Shenzhen
Jiazhuang Wang: MXNavi Co.,Ltd.
Shujun Jia: MXNavi Co.,Ltd.
Tianshu Yu: The Chinese University of Hong Kong, Shenzhen
Application 2: Mobility/Transportation (11:00 - 12:30)
Session Chair: Song Gao
Location: Meridian 3/4
-
REALISM: A Regulatory Framework for Coordinated Scheduling in Multi-Operator Shared Micromobility Services
Heng Tan: Lehigh University
Hua Yan: Lehigh University
Yukun Yuan: University of Tennessee at Chattanooga
Guang Wang: Florida State University
Yu Yang: Lehigh University -
A Novel Evaluation Framework for 15-Minute City Using Satellite Imagery
Chan Jae Song: KAIST
Seong Yeub Chu: KAIST
Jong Woo Kim: KAIST
Mun Yong Yi: KAIST -
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals’ Mobility Beyond Visited Places
Xinglei Wang: University College London
Tao Cheng: University College London
Stephen Law: University College London
Zichao Zeng: University College London
Ilya Ilyankou: University College London
Junyuan Liu: University College London
Lu Yin: University of Surrey
Weiming Huang: University of Leeds
Natchapon Jongwiriyanurak: University College London -
Transit for All: Mapping Equitable Bike2Subway Connection using Region Representation Learning
Min Namgung: University of Minnesota
Janghyeon Lee: University of Minnesota
Fangyi Ding: The University of Hong Kong
Yao-Yi Chiang: University of Minnesota -
MuST2-Learn: Multi-view Spatial-Temporal-Type Learning for Heterogeneous Municipal Service Time Estimation
Nadia Asif: University of Tennessee at Chattanooga
Zhiqing Hong: Rutgers University
Shaogang Ren: University of Tennessee at Chattanooga
Xiaonan Zhang: Florida State University
Xiaojun Shang: University of Texas at Arlington
Yukun Yuan: University of Tennessee at Chattanooga
Research 8: Spatiotemporal Learning 2: Models and Systems (02:00 - 03:30)
Session Chair: Martin Werner
Location: Meridian 1/2
-
KG-STFT: Knowledge Graph-Guided Human-Generated Spatial-Temporal Cross-task Fine-Tuning
Mingzhi Hu: Worcester Polytechnic Institute
Xin Zhang: San Diego State University
Yanhua Li: Worcester Polytechnic Institute (WPI)
Jun Luo: Research & Technology Development, Logistics and Supply Chain MultiTech R&D Centre -
A Probabilistic Framework for Imputing Genetic Distances in Spatiotemporal Pathogen Models
Haley Stone: University of New South Wales
Jing Du: University of New South Wales
Hao Xue: University of New South Wales
Matthew Scotch: Arizona State University
David Heslop: University of New South Wales
Andreas Zufle: Emory University
Raina MacIntyre: University of New South Wales
Flora Salim: University of New South Wales -
SynopsisLake: Quality-aware Approximate Spatial Query Processing Using Data Synopses
Xin Zhang: University of California, Riverside
Ahmed Eldawy: University of California, Riverside -
A Deep Multilevel Approach for Non-Uniform Spatial Network Partitioning
Alhassan Alshareedah: University of California, Riverside
Amr Magdy: University of California, Riverside -
Index-Driven Detection of Continuously Connected Groups in Spatio-Temporal Data Streams
Andreas Morgen: University of Marburg
Patrick Grieser: University of Marburg
Bernhard Seeger: University of Marburg
Industry 2: Industry Applications in Spatial Data and Search (02:00 - 03:10)
Session Chair: Dev Oliver
Location: Room 2
-
Enhancing Point of Interest Search with Semantic and Spatial Information
Yue Zhang: University of Delaware
Xiaoan Ding: Amazon
Zeyu Zhang: Amazon
Adi Hajj-Ahmad: Amazon -
Robust and Efficient Human Mobility Data Processing through the Len of Topological Persistence
Lifeng Lin: The University of Tokyo
Hangli Ge: The University of Tokyo
Takashi Michikata: The University of Tokyo
Kazuma Hatano: The University of Tokyo
Ryosuke Shibasaki: LocationMind Inc.
Noboru Koshizuka: The University of Tokyo -
AddressBind: Cross-modal Alignment of Addresses and Geocodes
Govind: Amazon
Sayan Putatunda: Amazon
Saurabh Sohoney: Amazon -
DIGMAPPER: A Modular System for Automated Geologic Map Digitization
Weiwei Duan: InferLink Corporation
Yao-Yi Chiang: University of Minnesota
Theresa Chen: University of Minnesota
Michael P. Gerlek: InferLink Corporation
Leeje Jang: University of Minnesota
Sofia Kirsanova: University of Minnesota
Craig A. Knoblock: USC Information Sciences Institute
Fandel Lin: USC Information Sciences Institute
Yijun Lin: University of Minnesota
Zekun Li: University of Minnesota
Steven N. Minton: InferLink Corporation
Research 9: (03:10 - 03:30)
Session Chair: Dev Oliver
Location: Room 2
- GeoPandas-AI: A Smart Class Bringing LLM as Stateful AI Code Assistant
Gaspard Merten: Université libre de Bruxelles
Gilles Dejaegere: Université libre de Bruxelles
Mahmoud Sakr: Université libre de Bruxelles
Research 10: Climate, Environment, and Mapping (04:00 - 05:30)
Session Chair: Maria Luisa Damiani
Location: Meridian 1/2
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ViT-RefineNet for Directional Signal Radio Map Reconstruction from Sparse Samples
Lyuzhou Ye: University of North Texas
Thanh Dat Le: University of North Texas
Yan Huang: University of North Texas -
Mapping the Storm: Geospatial Impacts of Severe Weather on LEO Network Performance
Sina Ehsani: Armada
Bhanu Pallakonda: Armada
Pragyana K. Mishra: Armada -
Space-aware Socioeconomic Indicator Inference with Heterogeneous Graphs
Xingchen Zou: The Hong Kong University of Science and Technology (Guangzhou)
Jiani Huang: The Hong Kong Polytechnic University
Xixuan Hao: The Hong Kong University of Science and Technology (Guangzhou)
Yuhao Yang: University of Hong Kong
Haomin Wen: Carnegie Mellon University
Yibo Yan: The Hong Kong University of Science and Technology (Guangzhou)
Chao Huang : University of Hong Kong
Chao Chen: Chongqing University
Yuxuan Liang : The Hong Kong University of Science and Technology (Guangzhou) -
IsoSim: A Long-term Benchmark Dataset for Water Isotope Emulation in Global Climate Models [Benchmark]
Zhili Li: University of Maryland, College Park
Qi Cheng: University of Pittsburgh
Ruohan Li: University of Maryland, College Park
Feng Zhu: NSF National Center for Atmospheric Research
Xiaowei Jia: University of Pittsburgh
Yiqun Xie: University of Maryland -
Geo-Aware Models for Stream Temperature Prediction across Different Spatial Regions and Scales
Shiyuan Luo: University of Pittsburgh
Runlong Yu: University of Pittsburgh
Shengyu Chen: University of Pittsburgh
Yingda Fan: University of Pittsburgh
Yiqun Xie: University of Maryland
Yanhua Li: Worcester Polytechnic Institute (WPI)
Xiaowei Jia: university of pittsburgh
Application 3: Disaster/Urban Studies/Cartography (04:00 - 05:30)
Session Chair: Dalton Lunga
Location: Meridian 3/4
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A Behavior-Informed and Geo-Context-Aware Home Detection Framework for Mobile Phone Positioning Data
Ying Song: University of Minnesota
Meicheng Xiong: University of Minnesota
Xiaohuan Zeng: University of Minnesota
Di Zhu: University of Minnesota -
MVeLMA: Multimodal Vegetation Loss Modeling Architecture for Predicting Post-fire Vegetation Loss
Meenu Ravi: Virginia Tech
Shailik Sarkar: Virginia Tech
Yanshen Sun: Virginia Tech
Vaishnavi Singh: Georgetown University
Chang-Tien Lu: Virginia Tech -
RADAR: Resource Allocation for Disaster Resilience in Senior Health Care
Modeste Kenne Mefenya: University of California, Irvine
Fernanda Ventorim: University of California, Irvine
Chad Cossey: Orange County Health Care Agency
Zhenghui Hu: ImageCat, Inc
Julie Rousseau: University of California, Irvine
Nalini Venkatasubramanian: University of California, Irvine -
HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction
Aishwarya Sarkar: Iowa State University
Autrin Hakimi: Iowa State University
Xiaoqiong Chen: Iowa State University
Hai Huang: Iowa State University
Chaoqun Lu: Iowa State University
Ibrahim Demir: Tulane University
Ali Jannesari: Iowa State University -
Generative AI in Map-Making: A Technical Exploration and Its Implications for Cartographers
Claudio Affolter: ETH Zurich
Sidi Wu: ETH Zurich
Yizi Chen: ETH Zurich
Lorenz Hurni: ETH Zurich






















