2 papers
cs.MA2026
Reasoning-Native Agentic Communication for 6G
Hyowoon Seo, Joonho Seon, Jin Young Kim +3
Future 6G networks will interconnect not only devices, but autonomous machines that continuously sense, reason, and act. In such environments, communication can no longer be unders…
cs.CL2025
CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs
Jin Young Kim, Ji Won Yoon
Recently, inference-time reasoning strategies have further improved the accuracy of large language models (LLMs), but their effectiveness on smaller models remains unclear. Based o…