Operator Scale Out Using Time Utility Function in Big Data Stream Processing. - Mahammad Humayoo; Yanlong Zhai; Yan He; Bingqing Xu; Chen Wang (WASA, 2014)

Model-free Knockoffs for SLOPE-Adaptive Variable Selection with Controlled False Discovery Rate. - Mahammad Humayoo; Xueqi Cheng (ICPR, 2018)

Relative Importance Sampling For Off-Policy Actor-Critic in Deep Reinforcement Learning. - Mahammad Humayoo; Xueqi Cheng (CoRR, 2018)

Parameter Estimation with the Ordered 𝓁2 Regularization via an Alternating Direction Method of Multipliers. - Mahammad Humayoo; Xueqi Cheng (CoRR, 2019)

Exploration and Practice of University-Enterprise Deep Integration Oriented Talent Training Approach for Software Engineering Specialty. - Shuwei Qiu; Wei Huang; Gengzhong Zheng; Xiaojia Zhou; Mahammad Humayoo (CSEE&T, 2024)

Time-Scale Separation in Q-Learning: Extending TD(▲) for Action-Value Function Decomposition. - Mahammad Humayoo (CoRR, 2024)

Segmenting Action-Value Functions Over Time-Scales in SARSA using TD(Δ). - Mahammad Humayoo (CoRR, 2024)

Comprehensive exploiting local and global features for brain tumor segmentation: A gated dual-branch hybrid attention mechanism. - Zexun Zhou; Xiaochun Yu; Wei Huang; Shuwei Qiu; Mahammad Humayoo; Huiying Li; Mingjun Shi (Biomed. Signal Process. Control., 2025)

UAV hovering location optimization for maximizing the throughput of IPv6 packet broadcast in Wireless Powered Sensor Network. - Shuwei Qiu; Haiyan Shi; Mahammad Humayoo; Bin Qiu; Jianzhong Li; Xiaoqing Dong; Yinghui Zhu; Wei Huang (Comput. Commun., 2025)