[TOGCE 2023-2025] Texas One Gulf Center of Excellence. Towards Targeted Risk Mitigation: Community Engaged, Fast Impact Estimation of Extreme Weather using Big Social and Climate Data. PI: David Retchless, Co-PIs: Xinyue Ye, Yalong Pi, Nicholas Duffield, and Wesley Highfield. Total $532,988.  

[Microsoft 2021-2022] Microsoft AI for Humanitarian Action Project Initiatives. Rapid damage prediction from social media using historical big data and deep learning. PI Yalong Pi. Co-PIs Nick Duffield, Xinyue Ye, and Jisu Cao. Total $150,000 USD of Azure credits.