2 papers
cs.AI2026
LLM Routing as Reasoning: A MaxSAT View
Son Nguyen, Xinyuan Liu, Ransalu Senanayake
Routing a query through an appropriate LLM is challenging, particularly when user preferences are expressed in natural language and model attributes are only partially observable.…
cs.CL2025
MEMETRON: Metaheuristic Mechanisms for Test-time Response Optimization of Large Language Models
Son The Nguyen, Theja Tulabandhula
Large language models (LLMs) are increasingly used for both open-ended and structured tasks, yet their inference-time behavior is still largely dictated by heuristic decoding strat…