5 citations · 13 across the 14 of their papers we have counts for
5 papers · 1 filter
When Compliance Data Masquerades as Evaluation: Measurement Validity for Deployed AI Systems
Hung-Yu Lin, Xingran Huang, Qiming Guo +1
We argue that a recurring failure in the evaluation of deployed AI systems occurs when data collected for operational monitoring or regulatory compliance are interpreted as if they…
Unlearning on Spatio-Temporal Graphs through Subgraph Virtual Edge Reconstruction
Qiming Guo, Wenbo Sun, Chen Pan +2
Spatio-temporal graphs are widely used in modeling complex dynamic processes such as temporal forecasting, molecular dynamics, and healthcare monitoring. Recently, stringent privac…
Spatial Entropy based Partitioning for Spatiotemporal Graph Unlearning
Qiming Guo, Wenbo Sun, Ye Wang +1
Spatiotemporal graphs underpin applications such as traffic forecasting, weather forecasting, and healthcare monitoring. Privacy regulations such as the GDPR and the CCPA require t…
Spatio-Temporal Graph Unlearning
Qiming Guo, Wenbo Sun, Wenlu Wang
Spatio-temporal graphs are widely used in modeling complex dynamic processes such as traffic forecasting, molecular dynamics, and healthcare monitoring. Recently, stringent privacy…
AI-Driven Forecasting and Monitoring of Urban Water System
Qiming Guo, Bishal Khatri, Hua Zhang +1
Underground water and wastewater pipelines are vital for city operations but plagued by anomalies like leaks and infiltrations, causing substantial water loss, environmental damage…