Noorain Mukhtiar, Adnan Mahmood, and Quan Z. Sheng. CoRe-Fed: Bridging Collaborative and Representation Fairness via Federated Embedding Distillation. Proceedings of the AAAI Conference on Artificial Intelligence 2026 (CORE A*).
Noorain Mukhtiar, Adnan Mahmood, Yipeng Zhou, Jian Yang, Jing Teng, and Quan Z. Sheng. Federated Learning at the Forefront of Fairness: A Multifaceted Perspective. Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence Survey Track 2025 (CORE A*).
Noorain Mukhtiar, Adnan Mahmood, and Quan Z. Sheng. Fairness in Federated Learning: Trends, Challenges, and Opportunities. Advanced Intelligent Systems (Wiley) 2025 - Q1 ranked, Impact Factor: 6.8.
Noorain Mukhtiar. A Fairer Client Selection Framework for Federated Internet of Things: Equality, Equity, and Trade-off Perspectives. Companion Proceedings of the ACM on Web Conference 2025 (CORE A*).