Publications

You can also find my articles on Google Scholar

Muhammad Ameen, Riaz Ullah Khan, Pengfei Wang, Sidra Batool, and Masoud Alajmi, Addressing Unreliable Local Models in Federated Learning Through Unlearning, Neural Networks, vol. 180, Art. 106688, December 2024.
Muhammad Ameen, Pengfei Wang, Weijian Su, Xiaopeng Wei, and Qiang Zhang, Speed Up Federated Unlearning with Temporary Local Models, IEEE Transactions on Sustainable Computing, vol. 10, no. 5, pp. 921–936, September–October 2025.
Weijian Su, Pengfei Wang, Zhiyi Wang, Muhammad Ameen, Xiangrong Tong, and Qiang Zhang, F2UL: Fairness-aware Federated Unlearning for Data Trading, IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 13539–13555, December 2024.
Zhenwei Wang, Pengfei Wang, Guangjie Han, Jianxin Zhang, Qing Lin, Muhammad Ameen, and Qiang Zhang, Inverse Feature Consistency Federated Unlearning for Vision-Language Models, IEEE Transactions on Mobile Computing, Early Access, pp. 1–18, 2025.
Sidra Batool, Saima Noreen, Dong Bo, Danish Ali, and Muhammad Ameen, Electroosmotically-Driven Heat Transfer Analysis of Micropolar Fluid in a Tapered Channel Through Modified Darcy’s Porosity, Special Topics & Reviews in Porous Media, vol. 16, no. 4, pp. 69–86, January 2025.

Muhammad Ameen and Pengfei Wang, Lightweight Federated Unlearning for IoT Sensing Systems, IEEE 20th International Conference on Mobility, Sensing and Networking (MSN), pp. 1–8, December 2024.
Pengfei Wang, Muhammad Ameen, Mingshu Zhao, Pai Liu, and Qiang Zhang, Eliminating Poor-quality Data Impacts from Multiple Participants with Federated Unlearning, IEEE/ACM International Symposium on Quality of Service (IWQoS), pp. 1–10, July 2025.
Zishuo Song, Yuzhu Pan, Mingshu Zhao, Muhammad Ameen, Zhenwei Wang, and Pengfei Wang, Trustworthy Distributed Decision-making for Multi-view Sensing Data, International Workshop on AIoT Systems (AIoTSys), July 2025. (Accepted and presented)
Hasin Bano, Muhammad Ameen, Muntazir Mehdi, Amaad Hussain, and Pengfei Wang, *Federated Unlearning and Server Right to Forget: Handling Unreliable Client Contributions, In: Santosh, K. et al. (eds.), Recent Trends in Image Processing and Pattern Recognition (RTIP2R), Communications in Computer and Information Science (CCIS), pp. 393–410, Springer, January 2023. (Corresponding author)
Muhammad Ameen, Amaad Hussain, Rukhsana, Maqbool Hussain, and Songyoung Lee, BioKG: An Analytical Web-based Portal for Clinical Decision Support Using Clinical and Genomic Data, International Conference on Next-Generation Computing (ICNGC), pp. 112–117, South Korea, 2021.

Muhammad Ameen, Jing Yang, Hussain Nizam, Sidra Batool, Zaffar Ahmed Shaikh, and Amel Ksibi,
DEFul: Interaction-aware Federated Unlearning for Data Exchange Networks,
IEEE Internet of Things Journal, under review (2026).