2 papers
cs.ET2026
LLM-enhanced Air Quality Monitoring Interface via Model Context Protocol
Yu-Erh Pan, Ayesha Siddika Nipu
Air quality monitoring is central to environmental sustainability and public health, yet traditional systems remain difficult for non-expert users to interpret due to complex visua…
cs.LG2025
From Black-box to Causal-box: Towards Building More Interpretable Models
Inwoo Hwang, Yushu Pan, Elias Bareinboim
Understanding the predictions made by deep learning models remains a central challenge, especially in high-stakes applications. A promising approach is to equip models with the abi…