[ArXiv] Hierarchical Split Federated Learning: Convergence Analysis and System Optimization Z. Lin, W. Wei, Z. Chen, CT. Lam, X. Chen, Y. Gao, and J. Luo IEEE Transactions on Mobile Computing, major revision.
[ArXiv] LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks Z. Lin, Y. Zhang, Z. Chen, Z. Fang, C. Wu, X. Chen, Y. Gao, and J. Luo IEEE Transactions on Mobile Computing, under review.
[ArXiv] SplitLoRA: A Split Parameter-efficient Fine-tuning Framework for Large Language Models Z. Lin, X Hu, Y Zhang, Z Chen, Z Fang, X Chen, A Li, P Vepakomma, and Y. Gao arXiv preprint arXiv:2407.00952.
[ArXiv] AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks Z. Lin, G. Qu, W. Wei, X. Chen, and K. K. Leung IEEE/ACM Transactions on Networking, major revision.
[ArXiv] Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities Z. Lin, G. Qu, Q. Chen, X. Chen, and K. Huang IEEE Communications Magazine, major revision.
[TMC] FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks Z. Lin, Z. Chen, Z. Fang, X. Chen, X. Wang, and Y. Gao IEEE Transactions on Mobile Computing, 2024.(TMC Top 10 popular article)
[TMC] Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks Z. Lin, G. Zhu, Y. Deng, X. Chen, Y. Gao, K. Huang, and Y. Fang IEEE Transactions on Mobile Computing, 2024. (TMC Top 15 popular article)
[WCM] Split Learning in 6G Edge Networks Z. Lin, G. Qu, X. Chen, and K. Huang IEEE Wireless Communications, 2024. (WCM Top 40 popular article)
[TWC] Tracking and Transmission Design in Terahertz V2I Networks Z. Lin, L. Wang, J. Ding, Y. Xu, and B. Tan IEEE Transactions on Wireless Communications, 2023.
[CL] Channel Power Gain Estimation for Terahertz Vehicle-to-infrastructure Networks Z. Lin, L. Wang, J. Ding, B. Tan, and S. Jin IEEE Communications Letters, 2023.
[ICC] V2I-aided Tracking Design Z. Lin, L. Wang, J. Ding, Y. Xu, and B. Tan IEEE International Conference on Communications, 2022.
[TWC] Spatial-spectral Terahertz Networks Z. Lin, L. Wang, B. Tan, and X. Li IEEE Transactions on Wireless Communications, 2022.