2 papers
cs.CL2026
Efficiently Learning To Reason or Not to Reason: Root-token Policy Optimization for Adaptive Thinking
Taehyeon Kim, Hyunsoo Lee, Youngsoo Jang +1
Large reasoning models (LRMs) achieve strong performance by externalizing explicit reasoning traces before producing the answer, yet suffer from overthinking challenge that allocat…
math.NA2026
Tensor CUR Decomposition under the Linear-Map-Based Tensor-Tensor Multiplication
Susana Lopez-Moreno, June-Ho Lee, Taehyeong Kim
The factorization of three-dimensional data continues to gain attention due to its relevance in representing and compressing large-scale datasets. The linear-map-based tensor-tenso…