代表性论著
1. Cheng, Yujun, et al. "SnapCFL: A Pre-clustering-based Clustered Federated Learning Framework for Data and System Heterogeneities."?IEEE Transactions on Mobile Computing?(2025).
2. Cheng, Yujun, et al. "Towards Federated Large Language Models: Motivations, Methods, and Future Directions."?IEEE Communications Surveys & Tutorials?(2024). (IF = 46.7)
3. Cheng, Yujun, et al. "Contrastive Unsupervised Representation Learning With Optimize-Selected Training Samples."?IEEE Transactions on Neural Networks and Learning Systems?(2024).
4. Cheng, Yujun, et al. "RCIF: Toward Robust Distributed DNN Collaborative Inference Under Highly Lossy IoT Networks."?IEEE Internet of Things Journal?11.15 (2024): 25939-25949.
5. Cheng, Yujun, et al. "Fed-sds: Adaptive Structured Dynamic Sparsity for Federated Learning under Heterogeneous Clients."?ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024.