Publications
A collection of my research work.
Pleno-Alignment Framework for Stock Trend Prediction
Yongcan Luo, Jiahao Zheng, Zhengjie Yang, Ning Chen, Dapeng Wu
IEEE Transactions on Neural Networks and Learning Systems 2025
Federated learning for medical image analysis: Privacy-preserving paradigms and clinical challenges
Juntao Hu, Zhengjie Yang, Peng Wang, Guanyi Zhao, Hong Huang, Zhimin Zong, Dapeng Oliver Wu
Transactions on Artificial Intelligence 2025
Recent Advances in Artificial Intelligence for Management and Financial Technology
Renwei Yang, Yun Wang, Yongcan Luo, Zhengjie Yang, Zhimin Zong, Dapeng Oliver Wu
Transactions on Artificial Intelligence 2025
Toward Secure Federated Partial Label Learning Against Poisoning Attacks
Xubin Chen, Zhengjie Yang, Xinyi Sheng, Sen Fu, Wei Bao
Proceedings of the 34th ACM International Conference on Information and Knowledge Management 2025
Personalized federated learning with contrastive momentum
Sen Fu, Zhengjie Yang, Chuang Hu, Wei Bao
IEEE Transactions on Big Data 2024
FairGuard: A Fairness Attack and Defense Framework in Federated Learning
Xinyi Sheng, Zhengjie Yang, Wei Bao
IEEE Transactions on Dependable and Secure Computing 2024
Hierarchical federated learning with momentum acceleration in multi-tier networks
Zhengjie Yang, Sen Fu, Wei Bao, Dong Yuan, Albert Y Zomaya
IEEE Transactions on Parallel and Distributed Systems 2023
Hierarchical federated learning with adaptive momentum in multi-tier networks
Zhengjie Yang, Sen Fu, Wei Bao, Dong Yuan, Bing Zhou
2023 IEEE 43rd International Conference on Distributed Computing Systems (ICDCS) 2023
FastSlowMo: Federated learning with combined worker and aggregator momenta
Zhengjie Yang, Sen Fu, Wei Bao, Dong Yuan, Albert Y Zomaya
IEEE Transactions on Artificial Intelligence 2022
Federated Learning with Nesterov Accelerated Gradient
Zhengjie Yang, Wei Bao, Dong Yuan, Nguyen H Tran, Albert Y Zomaya
IEEE Transactions on Parallel and Distributed Systems 2022
sFOG: Seamless fog computing environment for mobile IoT applications
Wei Bao, Dong Yuan, Zhengjie Yang, Shen Wang, Bing Zhou, Stewart Adams, Albert Zomaya
Proceedings of the 21st ACM international conference on modeling, analysis and simulation of wireless and mobile systems 2018
Follow me fog: Toward seamless handover timing schemes in a fog computing environment
Wei Bao, Dong Yuan, Zhengjie Yang, Shen Wang, Wei Li, Bing Bing Zhou, Albert Y Zomaya
IEEE Communications Magazine 2017