Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text? - Ilya Ilyankou; Aldo Lipani; Stefano Cavazzi; Xiaowei Gao; James Haworth (GeoExT@ECIR, 2024)

Quantifying Geospatial in the Common Crawl Corpus. - Ilya Ilyankou; Meihui Wang; Stefano Cavazzi; James Haworth (SIGSPATIAL/GIS, 2024)

CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl. - Ilya Ilyankou; Meihui Wang; Stefano Cavazzi; James Haworth (SIGSPATIAL/GIS, 2024)

CycleTrajectory: An End-to-End Pipeline for Enriching and Analyzing GPS Trajectories to Understand Cycling Behavior and Environment. - Meihui Wang; James Haworth; Ilya Ilyankou; Nicola Christie (SuMob@SIGSPATIAL, 2024)

Multiple Object Detection and Tracking in Panoramic Videos for Cycling Safety Analysis. - Jingwei Guo; Meihui Wang; Ilya Ilyankou; Natchapon Jongwiriyanurak; Xiaowei Gao; Nicola Christie; James Haworth (CoRR, 2024)

SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction. - Xiaowei Gao; James Haworth; Ilya Ilyankou; Xianghui Zhang; Tao Cheng 004; Stephen Law; Huanfa Chen (CoRR, 2024)

V-RoAst: A New Dataset for Visual Road Assessment. - Natchapon Jongwiriyanurak; Zichao Zeng; June Moh Goo; Xinglei Wang; Ilya Ilyankou; Kerkritt Srirrongvikrai; Meihui Wang; James Haworth (CoRR, 2024)

Multi-Criteria Framework for Routing on Access Land: A Case Study on Dartmoor National Park. - Rafael Felipe Sprent; James Haworth; Stefano Cavazzi; Ilya Ilyankou (ISPRS Int. J. Geo Inf., 2024)

CLIP the Landscape: Automated Tagging of Crowdsourced Landscape Images. - Ilya Ilyankou; Natchapon Jongwiriyanurak; Tao Cheng 004; James Haworth (CoRR, 2025)

Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places. - Xinglei Wang; Tao Cheng 004; Stephen Law; Zichao Zeng; Ilya Ilyankou; Junyuan Liu; Lu Yin 006; Weiming Huang; Natchapon Jongwiriyanurak (CoRR, 2025)