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cs.LG2026
T-SMART: Mechanism-Level Attribution for Tool-Augmented Time-Series Question Answering
Ivan Delgado, Himansi Gupta, Bishal Khatri +4
Large language models (LLMs) can struggle with time-series question answering (TS-QA), especially when numerical signals are serialized as text and require explicit computation. To…
cs.LG2025
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…