Full publication list: See my  Google Scholar  or  ResearchGate                                          

Future Publications 

• Xiuhua Wang, Shuai Wang, Yiwei Li, Fengrui Fan, Shikang Li, Xiaodong Lin, "Byzantine-Robust federated learning via diverse aggregation and adaptive variance reduction," submitted to USENIX Security, 2024.
• Yiwei Li, Shuai Wang, Tsung-Hui Chang and Chong-Yung Chi, "Federated stochastic primal-dual learning with differential privacy," arXiv:2204.12284, 2022.  

 Selected Journal Papers (* denotes corresponding author)

• Xiuhua Wang, Shuai Wang*, Yiwei Li*, Fengrui Fan, Shikang Li, Xiaodong Lin, "Differentially private and heterogeneity-robust federated learning with theoretical guarantee," IEEE Transactions on Artificial Intelligence, vol. 5, no. 12, pp. 6369-6384, Dec. 2024.
• Yiwei Li, Hong-Xia Ren, Chong-Yung Chi, Yang-Bao Miao*, "Artificial intelligence-guided gut-microenvironment-triggered imaging sensor reveals precision prediction of Parkinson's disease," Advanced Science, vol. 11, no. 23, pp. 2307819, 2024. (Q1, IF: 15.1) 
• Yiwei Li, Chien-Wei Huang, Shuai Wang, Chong-Yung Chi, and Tony Quek, "Privacy-preserving federated primal-dual learning for non-convex and non-smooth problems with model sparsification," IEEE Internet of Things Journal, vol. 11, no. 15, pp. 25853-25866, 2024. (Q1,  IF: 10.6)     
• Yiwei Li, Shuai Wang, Chong-Yung Chi, and Tony Quek, "Differentially private federated clustering over non-IID data," IEEE Internet of Things Journal, vol. 11, no. 4, pp. 6705-6721, 2024. (Q1,  IF: 10.6)   
• Yiwei Li, Shuai Wang, Chong-Yung Chi, and Tony Quek, “Differentially private federated learning in edge networks: The perspective of noise reduction,” IEEE Network, vol. 36, no. 5, pp. 167–172, 2022. (Q1,  IF: 9.3)   
• Yiwei Li, Ghassemlooy Z., Xuan Tang, Bangjiang Lin, Yi Zhang, “A VLC smartphone camera based indoor positioning system,” IEEE Photonics Technology Letters, vol. 30, no. 13, pp. 1171-1174, 2018. (Q2,  IF: 2.6, Citation: 140)   
• Bangjiang Lin, Yiwei Li, Shihao Zhang, et al., “Weighted interframe averaging-based channel estimation for orthogonal frequency division multiplexing passive optical network,” Optical Engineering, vol. 54, no. 10, pp. 1-5, 2015.
• Bangjiang Lin, Yiwei Li, Shihao Zhang, et al., “Asymmetrical TWDM-PON with 4×25-Gb/s downstream DSB OFDM and 4× 10-Gb/s upstream OOK modulations,” Optical Fiber Technology, vol. 26, pp. 206-210, 2015.

 Selected Conference Papers

• Yiwei Li, Chien-Wei Huang, Shuai Wang, Chong-Yung Chi, and Tony Q. S. Quek, "Privacy-preserving federated primal-dual learning for non-convex problems with non-smooth regularization," in Proc. IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Sep. 2023, Rome, Italy.  (IEEE Student Travel Grant) 
• Meng-Hsuan Lin, Yiwei Li, Shuai Wang, Ruihong Jiang, Chong-Yung Chi, "A Convex Optimization Assisted DDQL Algorithm for Computing Resource Allocation in Space-Aerial Integrated Network," in Proc. IEEE Vehicular Technology Conference (VTC)–Spring, June, 2023, Florence, Italy.
• Yiwei Li, Tsung-Hui Chang and Chong-Yung Chi, "Secure federated averaging algorithm with differential privacy," in Proc. IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Sep. 2020, Espoo, Finland. 
• Bangjiang Lin, Xuan Tang, Yiwei Li, et al. “Time-Domain channel estimation for polarization interleaving OFDM-PON,” in Proc. IEEE International Conference Optical Communications and Networks (ICOCN), Sep. 2016, Hangzhou, China. (Best Poster Paper Award)

 Granted Patents

• Yang-Bao Miao, Yiwei Li,  Hong-Xia Ren, "一种基于胃肠道极端条件触发的帕金森精准预测方法", China Patent #202310924889.1.
• Yiwei Li, Xuan Tang, Bangjiang Lin, Shihao Zhang, "一种基于双极化MIMO的无线信道测量数据分析方法," China Patent #201610080075.4.
• Yiwei Li, Xuan Tang, Bangjiang Lin, Shihao Zhang, "一种可见光通信双向语音对讲系统," China Patent #201620105194.6.
• Shihao Zhang, Xuan Tang, Bangjiang Lin, Yiwei Li, "一种对QAM信号进行非数据辅助的相位噪声盲估计算法," China Patent #201610197196.7.