Author

Qing-Hua Liu

2 papers indexed here

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Open access Sep 2026

Ultrasound-responsive nanotherapy promotes axonal regeneration after SCI via reactivating CREB/miR-129-5p signaling

Spinal cord injury (SCI) remains a devastating neurological disorder with few effective therapeutic interventions due to the poor intrinsic regenerative capacity of adult central nervous system neurons. Here, we identified miR-129-5p as a downstream effector of cAMP-response element binding protein (CREB) signaling tha...

Guang-Jin Gu, Han-Ming Zhu, Sheng-Ran Li et al. · Bioactive Materials · 0 citations

#machine learning Preprint Sep 2026

LastOPD: Taming Collapse in Latent On-Policy Distillation

LastOPD is proposed, which applies the latent signal only at the last-layer state, the common interface both LM heads read, and only during a 10-step crossfade into token-level OPD, which keeps the useful part of the latent signal and hands the student to token-level supervision before the collapse sets in.

Jie Yang, Zheng-Yu Fang, Ze-Lin Xu et al. · 2 citations · ⚡1