Fairness in Federated Learning: Trends, Challenges, and Opportunities by Noorain Mukhtiar, Adnan Mahmood, Quan Z. Sheng

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Achieving local differential location privacy protection in 3D space via Hilbert encoding and optimized random response by Yan Yan, Pengbin Yan, Adnan Mahmood, Yang Zhang, Quan Z. Sheng

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Accurate POI recommendation for random groups with improved graph neural networks and a multi-negotiation model by Xiaoyu Song, Zhizhong Liu, Lingqiang Meng, Dianhui Chu, Jian Yu, Quan Z. Sheng

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Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning by Xiyu Zhao, Qimei Cui, Weicai Li, Wei Ni, Ekram Hossain, Quan Z. Sheng, Xiaofeng Tao, Ping Zhang

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A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future Directions by Asma Musabah Alkalbani, Ahmed Salim Alrawahi, Ahmad Salah, Venus Haghighi, Yang Zhang, Salam Alkindi, Quan Z. Sheng

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