Meta predictive learning model of languages in neural circuits. - Chan Li; Junbin Qiu; Haiping Huang (CoRR, 2023)

An optimization-based equilibrium measure describes non-equilibrium steady state dynamics: application to edge of chaos. - Junbin Qiu; Haiping Huang (CoRR, 2024)

Zeroth-Order Optimization is Secretly Single-Step Policy Optimization. - Junbin Qiu; Zhengpeng Xie; Xiangda Yan; Yongjie Yang 010; Yao Shu (CoRR, 2025)