5 citations · 13 across the 14 of their papers we have counts for
5 papers · 1 filter
LLMersion: A Local-First AI Agent Framework for Low-Cost Home Language Learning toward Educational Equity
Qiming Guo, Jinwen Tang, Xingran Huang +3
Artificial intelligence helps education most where an essential provision has been rationed by cost. For language learners that provision is a teacher's voice, which binds listenin…
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…
Clock-Gating Insertion Strategies on an Open-Source MSP430 Core: A Reproducible PPA Study and a Gate-Level Simulation Caveat
Xingran Huang, Qiming Guo, Jinwen Tang +2
Clock gating, the standard technique for cutting dynamic power, is introduced either as hand-written behavioral clock gates at the register-transfer level (RTL) or as integrated cl…
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…