Ilya Ilyankou

17 papers Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Scenic Route to Deception: Dark Patterns and Explainability Pitfalls in Conversational Navigation.
CoRR
Ilya Ilyankou, Stefano Cavazzi, James Haworth
2025 J jnl
CLIP the Landscape: Automated Tagging of Crowdsourced Landscape Images.
CoRR
Ilya Ilyankou, Natchapon Jongwiriyanurak, Tao Cheng, James Haworth
2025 — conf
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.
SIGSPATIAL/GIS
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak
2025 J jnl
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.
CoRR
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak
2025 — conf
V-RoAst: Visual Road Assessment Can VLM be a Road Safety Assessor using the iRAP Standard?
ICCVW
Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Srirrongvikrai, Nicola Christie, Meihui Wang, Huanfa Chen, James Haworth
2024 — conf
CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl.
SIGSPATIAL/GIS
Ilya Ilyankou, Meihui Wang, Stefano Cavazzi, James Haworth
2024 J jnl
CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl.
CoRR
Ilya Ilyankou, Meihui Wang, James Haworth, Stefano Cavazzi
2024 — conf
CycleTrajectory: An End-to-End Pipeline for Enriching and Analyzing GPS Trajectories to Understand Cycling Behavior and Environment.
SuMob@SIGSPATIAL
Meihui Wang, James Haworth, Ilya Ilyankou, Nicola Christie
2024 J jnl
CycleTrajectory: An End-to-End Pipeline for Enriching and Analyzing GPS Trajectories to Understand Cycling Behavior and Environment.
CoRR
Meihui Wang, James Haworth, Ilya Ilyankou, Nicola Christie
2024 — conf
Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text?
GeoExT@ECIR
Ilya Ilyankou, Aldo Lipani, Stefano Cavazzi, Xiaowei Gao, James Haworth
2024 J jnl
Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text?
CoRR
Ilya Ilyankou, Aldo Lipani, Stefano Cavazzi, Xiaowei Gao, James Haworth
2024 J jnl
Multi-Criteria Framework for Routing on Access Land: A Case Study on Dartmoor National Park.
ISPRS Int. J. Geo Inf.
Rafael Felipe Sprent, James Haworth, Stefano Cavazzi, Ilya Ilyankou
2024 J jnl
Multiple Object Detection and Tracking in Panoramic Videos for Cycling Safety Analysis.
CoRR
Jingwei Guo, Meihui Wang, Ilya Ilyankou, Natchapon Jongwiriyanurak, Xiaowei Gao, Nicola Christie, James Haworth
2024 — conf
Quantifying Geospatial in the Common Crawl Corpus.
SIGSPATIAL/GIS
Ilya Ilyankou, Meihui Wang, Stefano Cavazzi, James Haworth
2024 J jnl
Quantifying Geospatial in the Common Crawl Corpus.
CoRR
Ilya Ilyankou, Meihui Wang, James Haworth, Stefano Cavazzi
2024 J jnl
SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction.
CoRR
Xiaowei Gao, James Haworth, Ilya Ilyankou, Xianghui Zhang, Tao Cheng, Stephen Law, Huanfa Chen
2024 J jnl
V-RoAst: A New Dataset for Visual Road Assessment.
CoRR
Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Srirrongvikrai, Meihui Wang, James Haworth