Yining Zhang

Application of multi-scale deep convolutional neural networks (MDCNN) to susceptibility assessment of rainfall-induced landslides in typical southern hilly areas: A case study of Wanxiu District, Wuzhou City, Guangxi, China

Zhongqian Zhang, Chenting Wang, Jing Gan, Shuangqing Sheng, Yining Zhang, Qingwei Zeng, et al.

Distilled Reinforcement Learning for LLM Post-training

Chen Wang, Zhaochun Li, Jionghao Bai, Yining Zhang, Hexuan Deng, Ge Lan, et al.

Large language model (LLM) post-training is essential for improving reasoning, adaptation, and alignment. Existing methods mainly follow two paradigms: reinforcement learning (RL) and on-policy distillation (OPD). However, RL relies on coarse-grained outcome supervision, resultin…Read more