2 papers
cs.LG2026
PiERN: Token-Level Routing for Integrating High-Precision Computation and Reasoning
Hengbo Xiao, Jingyuan Fan, Xin Tong +3
Tasks on complex systems require high-precision numerical computation to support decisions, but current large language models (LLMs) cannot integrate such computations as an intrin…
cs.LG2025
Multitask Battery Management with Flexible Pretraining
Hong Lu, Jiali Chen, Jingzhao Zhang +3
Industrial-scale battery management involves various types of tasks, such as estimation, prediction, and system-level diagnostics. Each task employs distinct data across temporal s…