DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management. - Kai Yin; Xiangjue Dong; Chengkai Liu; Lipai Huang; Yiming Xiao 002; Zhewei Liu; Ali Mostafavi; James Caverlee (EMNLP (Findings), 2025)

DamageCAT: A Deep Learning Transformer Framework for Typology-Based Post-Disaster Building Damage Categorization. - Yiming Xiao 002; Ali Mostafavi (CoRR, 2025)

Automated Wildfire Damage Assessment from Multi view Ground level Imagery Via Vision Language Models. - Miguel Esparza; Archit Gupta; Ali Mostafavi; Kai Yin; Yiming Xiao 002 (CoRR, 2025)

Recov-Vision: Linking Street View Imagery and Vision-Language Models for Post-Disaster Recovery. - Yiming Xiao 002; Archit Gupta; Miguel Esparza; Yu-Hsuan Ho; Antonia Sebastian; Hannah Weas; Rose Houck; Ali Mostafavi (CoRR, 2025)

Disaster Management in the Era of Agentic AI Systems: A Vision for Collective Human-Machine Intelligence for Augmented Resilience. - Bo Li; Junwei Ma; Kai Yin; Yiming Xiao 002; Chia-Wei Hsu; Ali Mostafavi (CoRR, 2025)

DisastQA: A Comprehensive Benchmark for Evaluating Question Answering in Disaster Management. - Zhitong Chen; Kai Yin; Xiangjue Dong; Chengkai Liu; Xiangpeng Li; Yiming Xiao 002; Bo Li; Junwei Ma; Ali Mostafavi; James Caverlee (CoRR, 2026)

CrisiSense-RAG: Crisis Sensing Multimodal Retrieval-Augmented Generation for Rapid Disaster Impact Assessment. - Yiming Xiao 002; Kai Yin; Ali Mostafavi (CoRR, 2026)

DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models. - Bo Li; Zhitong Chen; Kai Yin; Junwei Ma; Yiming Xiao 002; Ali Mostafavi (CoRR, 2026)

DisasterBench: Benchmarking LLM Planning under Typed Tool Interface Constraints. - Zhitong Chen; Kai Yin; Weifeng Zhang; Zhiyuan Wang; Xiangjue Dong; Chengkai Liu; Zhewei Liu; Yiming Xiao 002; Ali Mostafavi; James Caverlee (CoRR, 2026)

DisasterLex: An Expert Concept-to-Schema Knowledge Graph for Geospatial Reasoning in Disaster Analytics. - Yiming Xiao 002; Ankit Basu; Kai Yin; Sahil Vartak; Christian Swords; Ali Mostafavi (CoRR, 2026)