Selected Publications

• Fine-Scale Soil Mapping in Alaska with Multimodal Machine Learning
  • Authors: Yijun Lin, Theresa Chen, Colby Brungard, Sabine Grunwald, Sue Ives, Matt Macander, Timm Nawrocki, Yao-Yi Chiang, and Nic Jelinski
  • Published in the Applications track at SIGSPATIAL 2025, arXiv link
• DIGMAPPER: A Modular System for Automated Geologic Map Digitization
  • Authors: Weiwei Duan, Yao-Yi Chiang, Theresa Chen, Michael P. Gerlek, Leeje Jang, Sofia Kirsanova, Craig A. Knoblock, Fandel Lin, Yijun Lin, Zekun Li and Steven N. Minton
  • Published in the Industry track at SIGSPATIAL 2025, arXiv link
• MiTREE: Multi-input Transformer Ecoregion Encoder for Species Distribution Modelling
  • Authors: Theresa Chen, Yao-Yi Chiang
  • Published in the GeoAI Workshop at SIGSPATIAL 2024, arXiv link