| 3 | -- | 4 | Yang Liu 0165, Han Yu 0001, Qiang Yang 0001. Introduction to the Special Issue on Federated Machine Learning |
| 5 | -- | 14 | Huadi Zheng, Haibo Hu 0001, Ziyang Han. Preserving User Privacy for Machine Learning: Local Differential Privacy or Federated Machine Learning? |
| 15 | -- | 24 | Chi Zhang, Yu Liu, Le Wang 0003, Yuehu Liu, Li Li 0013, Nanning Zheng 0001. Joint Intelligence Ranking by Federated Multiplicative Update |
| 25 | -- | 36 | Yang Liu, Qingchen Liu, Xiong Zhang, Shuqi Qin, Xiaoping Lei. Distributed Privacy-Preserving Iterative Summation Protocols |
| 37 | -- | 49 | Kun Zhao, Wei Xi, Zhi Wang 0002, Jizhong Zhao, Ruimeng Wang, Zhiping Jiang. SMSS: Secure Member Selection Strategy in Federated Learning |
| 50 | -- | 57 | Aleksei Triastcyn, Boi Faltings. Federated Generative Privacy |
| 58 | -- | 69 | Han Yu 0001, Zelei Liu, Yang Liu 0165, Tianjian Chen, Mingshu Cong, Xi Weng, Dusit Niyato, Qiang Yang 0001. A Sustainable Incentive Scheme for Federated Learning |
| 70 | -- | 82 | Yang Liu 0165, Yan Kang, Chaoping Xing, Tianjian Chen, Qiang Yang 0001. A Secure Federated Transfer Learning Framework |
| 83 | -- | 93 | Yiqiang Chen, Xin Qin, Jindong Wang 0001, Chaohui Yu, Wen Gao 0001. FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare |
| 94 | -- | 101 | Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim. Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning |
| 102 | -- | 109 | Jiachen Du, Lin Gui 0003, Ruifeng Xu, Yunqing Xia, Xuan Wang, Erik Cambria. Commonsense Knowledge Enhanced Memory Network for Stance Classification |
| 110 | -- | 111 | Michael J. Wooldridge. Understanding Mechanism Design-Part 1 of 3 |
| 112 | -- | 116 | Eric S. Vorm, Prithviraj Dasgupta. Computer-Centered Humans: Why Human-AI Interaction Research Will Be Critical to Successful AI Integration in the DoD |
| 117 | -- | 118 | Jennifer Golbeck. Optimizing for Engagement Can Be Harmful. There Are Alternatives |