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20242026
most citedGeospatial Question Answering on Historical Maps Using Spatio-Temporal Knowledge Graphs and Large Language Models

1 citations · 1 across the 3 of their papers we have counts for

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cs.CV2026

SSR3D-LLM: Structured Spatial Reasoning via Latent Steps for Fine-Grained Grounding in Unified 3D-LLMs

Jiawei Li, Ziyi Liu, Weijie Shi +3

3D object grounding localizes referred objects in a 3D scene from natural language. Unified instance-centric 3D-LLMs aim to solve grounding together with dialog, QA, and captioning…

cs.CV2024

An Efficient System for Automatic Map Storytelling -- A Case Study on Historical Maps

Ziyi Liu, Claudio Affolter, Sidi Wu +2

Historical maps provide valuable information and knowledge about the past. However, as they often feature non-standard projections, hand-drawn styles, and artistic elements, it is…