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Shiqiang Wang
Shiqiang Wang
9
papers
168
total citations
papers (9)
A Unified Analysis of Federated Learning with Arbitrary Client Participation
NEURIPS 2022
arXiv
80
citations
StableFDG: Style and Attention Based Learning for Federated Domain Generalization
NEURIPS 2023
arXiv
27
citations
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
ICLR 2025
arXiv
13
citations
FADAS: Towards Federated Adaptive Asynchronous Optimization
ICML 2024
arXiv
13
citations
Gradient-Based Uncertainty Attribution for Explainable Bayesian Deep Learning
CVPR 2023
arXiv
12
citations
Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice
NEURIPS 2020
arXiv
11
citations
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations
AAAI 2024
arXiv
9
citations
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
ICML 2024
arXiv
3
citations
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
ICLR 2024
arXiv
0
citations