Jev enables efficient decision-making with large language models (LLMs) through typed querying primitives, allowing the same semantic state to be expressed in different formats, such as binary and multiple-choice queries. However, the consistency of decisions across primitives has not been systematically evaluated. Thi...
Xu Liu, Gui-Kun Chen, Kan-Zhi Wu et al.· 0 citations
The superficial white matter (SWM), a critical brain region for cognition across the lifespan and brain disease, contains abundant short-range association fibers whose organization remains incompletely characterized, in part because the short trajectories and highly variable cortical folding make correspondence across...
Yu-Qian Chen, R. Rushmore, Gui-Kun Chen et al.· 0 citations
Predicting phenotypic and transcriptional responses to perturbations at single-cell resolution provides a powerful tool for probing biological systems. However, existing methods typically rely on fixed mappings learned during training, making it challenging to calibrate distribution shifts or adapt to novel perturbatio...
Jia-Nan Wei, Jia-Jun Hong, Gui-Kun Chen et al.· 0 citations
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