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Hongyi Luo

2 accepted papers

2026

HierLoc: Hyperbolic Entity Embeddings for Hierarchical Visual Geolocation

ICLR 2026poster

Visual geolocalization, the task of predicting where an image was taken, remains challenging due to global scale, visual ambiguity, and the inherently hierarchical structure of geography. Existing paradigms rely on either large-scale retrieval, which requires storing a large number of image embeddin…

Cited by 0SourcecodeScholar
2025

TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route

EMNLP 2025

Humans can interpret geospatial information through natural language, while the geospatial cognition capabilities of Large Language Models (LLMs) remain underexplored. Prior research in this domain has been constrained by non-quantifiable metrics, limited evaluation datasets; unclear research hierar

Cited by 0SourcePDFScholar