Spatial Attention Mechanism for Weakly Supervised Fire and Traffic Accident Scene Classification. - Md. Moniruzzaman 002; Zhaozheng Yin; Ruwen Qin (SMARTCOMP, 2019)

Action Completeness Modeling with Background Aware Networks for Weakly-Supervised Temporal Action Localization. - Md. Moniruzzaman 002; Zhaozheng Yin; Zhihai He; Ruwen Qin; Ming C. Leu (ACM Multimedia, 2020)

Attention-Based Sensor Fusion for Human Activity Recognition Using IMU Signals. - Wenjin Tao; Haodong Chen; Md. Moniruzzaman 002; Ming C. Leu; Zhaozheng Yi; Ruwen Qin (CoRR, 2021)

Human Action Recognition by Discriminative Feature Pooling and Video Segment Attention Model. - Md. Moniruzzaman 002; Zhaozheng Yin; Zhihai He; Ruwen Qin; Ming C. Leu (IEEE Trans. Multim., 2022)

Advancements in Repetitive Action Counting: Joint-Based PoseRAC Model With Improved Performance. - Haodong Chen; Ming C. Leu; Md. Moniruzzaman 002; Zhaozheng Yin; Solmaz Hajmohammadi; Zhuoqing Chang (CoRR, 2023)

An individualized system of skeletal data-based CNN classifiers for action recognition in manufacturing assembly. - Md. Al-Amin; Ruwen Qin; Md. Moniruzzaman 002; Zhaozheng Yin; Wenjin Tao; Ming C. Leu (J. Intell. Manuf., 2023)

Jointly-Learnt Networks for Future Action Anticipation via Self-Knowledge Distillation and Cycle Consistency. - Md. Moniruzzaman 002; Zhaozheng Yin; Zhihai He; Ming C. Leu; Ruwen Qin (IEEE Trans. Circuits Syst. Video Technol., 2023)

Collaborative Foreground, Background, and Action Modeling Network for Weakly Supervised Temporal Action Localization. - Md. Moniruzzaman 002; Zhaozheng Yin (IEEE Trans. Circuits Syst. Video Technol., 2023)

Wearable Motion Capture: Reconstructing and Predicting 3D Human Poses From Wearable Sensors. - Md. Moniruzzaman 002; Zhaozheng Yin; Md Sanzid Bin Hossain; Hwan Choi; Zhishan Guo (IEEE J. Biomed. Health Informatics, 2023)

Feature Weakening, Contextualization, and Discrimination for Weakly Supervised Temporal Action Localization. - Md. Moniruzzaman 002; Zhaozheng Yin (IEEE Trans. Multim., 2024)

Progressive Knowledge Distillation From Different Levels of Teachers for Online Action Detection. - Md. Moniruzzaman 002; Zhaozheng Yin (IEEE Trans. Multim., 2025)