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Guangyu Sun
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Conquering the Communication Constraints to Enable Large Pre-Trained Models in Federated Learning
G Sun, M Mendieta, T Yang, C Chen
arXiv preprint arXiv:2210.01708, 2022
21*2022
Deep Learning Detection of Inaccurate Smart Electricity Meters: A Case Study
M Liu, D Liu, G Sun, Y Zhao, D Wang, F Liu, X Fang, Q He, D Xu
IEEE Industrial Electronics Magazine 14 (4), 79-90, 2020
212020
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning
G Sun, M Mendieta, J Luo, S Wu, C Chen
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
82023
Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning
G Sun, Z Liu, L Wen, J Shi, C Xu
arXiv preprint arXiv:2112.06320, 2021
62021
Assessing Environmental Oil Spill Based on Fluorescence Images of Water Samples and Deep Learning.
DP Liu, M Liu, GY Sun, ZQ Zhou, DL Wang, F He, JX Li, JC Xie, R Gettler, ...
Journal of Environmental Informatics 42 (1), 2023
52023
Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models
M Mendieta, G Sun, C Chen
arXiv preprint arXiv:2405.01494, 2024
2024
Towards Multi-modal Transformers in Federated Learning
G Sun, M Mendieta, A Dutta, X Li, C Chen
2024 European Conference on Computer Vision (ECCV), 2024
2024
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