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GeoAI@SIGSPATIAL 2024: Atlanta, GA, USA
- Song Gao, Gengchen Mai, Shawn D. Newsam, Lexie Yang, Dalton D. Lunga, Di Zhu, Bruno Martins, Samantha T. Arundel:

Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1176-3 - Nicole R. Schneider

, Avik Das
, Kent O'Sullivan
, Hanan Samet
:
Cross-Lingual Clustering Using Large Language Models. 1-10 - Sheng Wang

, Di Zhu
:
Edge Activating Module: Learning edge-to-edge features for mobility flow generation. 11-14 - Daniel S. Adams

, Taylor Hauser
, Hsiuhan Lexie Yang
, Peter Li
:
Multivariate Testing of Sampling Techniques to Address Class Imbalance in Building Use Type Classification. 15-26 - Hari Krishna Gadi

, Lu Liu
, Liqiu Meng
:
Road Networks Matching Supercharged With Embeddings. 27-37 - Athanasios Tsiligkaridis

, Nicholas Kalinowski
, Zhongheng Li
, Elizabeth Hou
:
Encoding Agent Trajectories as Representations with Sequence Transformers. 38-49 - Lei Hu

, Wenwen Li
, Yunqiang Zhu
:
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning. 50-53 - Piotr Gramacki

, Bruno Martins
, Piotr Szymanski
:
Evaluation of Code LLMs on Geospatial Code Generation. 54-62 - Jielu Zhang

, Zhongliang Zhou
, Gengchen Mai
, Mengxuan Hu
, Zihan Guan
, Sheng Li
, Lan Mu
:
Text2Seg: Zero-shot Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models. 63-66 - Songxi Yang

, Bo Peng
, Tang Sui
, Qunying Huang
:
Self-supervised Pretraining with Edge Guidance for Building Damage Assessment. 67-70 - Ya Wen

, Yulun Zhou
:
Demo2Vec: Learning Region Embedding with Demographic Information. 71-74 - Sizhe Wang

, Wenwen Li
:
Enhancing GeoAI and location encoding with spatial point pattern statistics: A Case Study of Terrain Feature Classification. 75-78 - Sravan Jayati

, Eric Choi
, Henry Burton
, Shawn D. Newsam
:
Leveraging Large Multimodal Models to Augment Image-Based Building Damage Assessment. 79-85 - Jiyoon Pyo

, Yao-Yi Chiang
:
Leveraging Large Language Models for Generating Labeled Mineral Site Record Linkage Data. 86-98 - Ivan Majic

, Zhangyu Wang
, Krzysztof Janowicz
, Mina Karimi
:
Spatial Task-Explicity Matters in Prompting Large Multimodal Models for Spatial Planning. 99-105 - Guiye Li

, Guofeng Cao
:
Neural process for uncertainty-aware geospatial modeling. 106-109 - Theresa Chen

, Yao-Yi Chiang
:
MiTREE: Multi-input Transformer Ecoregion Encoder for Species Distribution Modelling. 110-120

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