activity
20222026
most citedTowards Federated Learning against Noisy Labels via Local Self-Regularization

63 citations · 181 across the 21 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CV2025

FNBench: Benchmarking Robust Federated Learning against Noisy Labels

Xuefeng Jiang, Jia Li, Nannan Wu +7

Robustness to label noise within data is a significant challenge in federated learning (FL). From the data-centric perspective, the data quality of distributed datasets can not be…

cs.CL2025★ 1 cited

Investigating Large Language Models for Code Vulnerability Detection: An Experimental Study

Xuefeng Jiang, Lvhua Wu, Sheng Sun +5

Code vulnerability detection (CVD) is essential for addressing and preventing system security issues, playing a crucial role in ensuring software security. Previous learning-based…