Efficient Exploration on Worst-Case Delay Performance of Networked Industrial Control Systems via Network Calculus and Deep Learning. - Zhiqi Liang; Jiajie Zeng; Shuai Peng; Xiaoguang Ma; Huan Yang (SRDS, 2024)

Mem-α: Learning Memory Construction via Reinforcement Learning. - Yu Wang; Ryuichi Takanobu; Zhiqi Liang; Yuzhen Mao; Yuanzhe Hu; Julian McAuley; Xiaojian Wu (CoRR, 2025)