2 papers
cs.CL2026
Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing
Yutong Yin, Mingyu Jin, Jin Pan +12
Test-time scaling improves language-model reasoning, but existing approaches often face a difficult trade-off: long chain-of-thought sampling remains single-threaded, while sentenc…
q-bio.BM2026
Molexar: A Unified Multimodal Molecular Foundation Model for Drug Design
Haoyu Lin, Yiyan Liao, Jinmei Pan +3
Molecular generation is a central challenge in drug discovery, requiring models that explore vast chemical space while satisfying diverse design constraints. We present Molexar, a…