Distributed adaptive cooperative optimal output regulation via integral reinforcement learning. - Liquan Lin; Jie Huang (Autom., 2024)

DECA: harnessing interpretable transformer model for cellular deconvolution of chromatin accessibility profile. - Shijie Luo; Ming Zhu; Liquan Lin; Jiajing Xie; Shihao Lin; Ying Chen; Jiali Zhu; Jialiang Huang (Briefings Bioinform., 2024)

Refined Algorithms for Adaptive Optimal Output Regulation and Adaptive Optimal Cooperative Output Regulation Problems. - Liquan Lin; Jie Huang 001 (IEEE Trans. Control. Netw. Syst., 2025)

Data-Driven Optimal Output Regulation for Continuous-Time Linear Systems via Internal Model Principle. - Liquan Lin; Jie Huang 001 (IEEE Trans. Autom. Control., 2025)