"model personalization" Papers
9 papers found
Conference
Bad-PFL: Exploiting Backdoor Attacks against Personalized Federated Learning
Mingyuan Fan, Zhanyi Hu, Fuyi Wang et al.
ICLR 2025
DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models
Komal Kumar, Rao Anwer, Fahad Shahbaz Khan et al.
NEURIPS 2025arXiv:2509.22793
FedSPU: Personalized Federated Learning for Resource-Constrained Devices with Stochastic Parameter Update
Ziru Niu, Hai Dong, A. K. Qin
AAAI 2025paperarXiv:2403.11464
5
citations
Localizing Knowledge in Diffusion Transformers
Arman Zarei, Samyadeep Basu, Keivan Rezaei et al.
NEURIPS 2025arXiv:2505.18832
2
citations
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction
Shangyu Chen, Zizheng Pan, Jianfei Cai et al.
ICLR 2025arXiv:2406.05641
4
citations
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
Rana Muhammad Shahroz Khan, Pingzhi Li, Sukwon Yun et al.
ICLR 2025arXiv:2410.10870
3
citations
Coactive Learning for Large Language Models using Implicit User Feedback
Aaron D. Tucker, Kianté Brantley, Adam Cahall et al.
ICML 2024
Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity
Yiyue Chen, Haris Vikalo, Chianing Wang
AAAI 2024paperarXiv:2312.13380
13
citations
Text-Image Alignment for Diffusion-Based Perception
Neehar Kondapaneni, Markus Marks, Manuel Knott et al.
CVPR 2024arXiv:2310.00031
53
citations