Παρακολούθηση
Lumin Liu
Lumin Liu
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα connect.ust.hk
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Client-edge-cloud hierarchical federated learning
L Liu, J Zhang, SH Song, KB Letaief
ICC 2020-2020 IEEE international conference on communications (ICC), 1-6, 2020
8712020
Hierarchical federated learning with quantization: Convergence analysis and system design
L Liu, J Zhang, S Song, KB Letaief
IEEE Transactions on Wireless Communications 22 (1), 2-18, 2022
1342022
Edge-assisted hierarchical federated learning with non-iid data
L Liu, J Zhang, SH Song, KB Letaief
arXiv preprint arXiv:1905.06641, 2019
932019
Communication-efficient federated distillation with active data sampling
L Liu, J Zhang, SH Song, KB Letaief
ICC 2022-IEEE International Conference on Communications, 201-206, 2022
352022
A survey of what to share in federated learning: perspectives on model utility, privacy leakage, and communication efficiency
J Shao, Z Li, W Sun, T Zhou, Y Sun, L Liu, Z Lin, J Zhang
arXiv preprint arXiv:2307.10655, 2023
252023
The Effect of Quantization in Federated Learning: AR\'enyi Differential Privacy Perspective
T Kang, L Liu, H He, J Zhang, SH Song, KB Letaief
arXiv preprint arXiv:2405.10096, 2024
22024
Binary Federated Learning with Client-Level Differential Privacy
L Liu, J Zhang, S Song, KB Letaief
GLOBECOM 2023-2023 IEEE Global Communications Conference, 3849-3854, 2023
22023
Δεν είναι δυνατή η εκτέλεση της ενέργειας από το σύστημα αυτή τη στιγμή. Προσπαθήστε ξανά αργότερα.
Άρθρα 1–7