Ilya Ilyankou

According to our database, Ilya Ilyankou authored at least 15 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

CITYREP: A Unified Benchmark for Urban Representations Across Cities, Tasks, and Modalities.

Junyuan Liu, Xinglei Wang, Zichao Zeng, Jiazhuang Feng, Quan Qin, Ilya Ilyankou, Guangsheng Dong, Tao Cheng

CoRR, May, 2026

Much of Geospatial Web Search Is Beyond Traditional GIS.

Ilya Ilyankou, Stefano Cavazzi, James Haworth

CoRR, May, 2026

The Scenic Route to Deception: Dark Patterns and Explainability Pitfalls in Conversational Navigation.

Ilya Ilyankou, Stefano Cavazzi, James Haworth

CoRR, March, 2026

Multilingual Synthetic Corpora for Geoparsing Using Large Language Models.

Ilya Ilyankou, Franz Welscher, Paddy Smith, Tatu Leppämäki

Proceedings of the Fourth International Workshop on Geographic Information Extraction from Texts (GeoExT 2026) co-located with 48th European Conference on Information Retrieval (ECIR 2026), 2026

2025

CLIP the Landscape: Automated Tagging of Crowdsourced Landscape Images.

Ilya Ilyankou, Natchapon Jongwiriyanurak, Tao Cheng, James Haworth

CoRR, June, 2025

V-RoAst: Visual Road Assessment Can VLM be a Road Safety Assessor using the iRAP Standard?

Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Srirrongvikrai, Nicola Christie, Meihui Wang, Huanfa Chen, James Haworth

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.

Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

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., April, 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

SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction.

Xiaowei Gao, James Haworth, Ilya Ilyankou, Xianghui Zhang, Tao Cheng, Stephen Law, Huanfa Chen

CoRR, 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

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

Proceedings of the 2nd ACM SIGSPATIAL Workshop on Sustainable Urban Mobility, 2024

CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl.

Ilya Ilyankou, Meihui Wang, Stefano Cavazzi, James Haworth

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Quantifying Geospatial in the Common Crawl Corpus.

Ilya Ilyankou, Meihui Wang, Stefano Cavazzi, James Haworth

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text?

Ilya Ilyankou, Aldo Lipani, Stefano Cavazzi, Xiaowei Gao, James Haworth

Proceedings of The GeoExT 2024: Geographic Information Extraction from Texts Workshop co-located with The 46th European Conference on Information Retrieval (ECIR), 2024