Search Results for author: Xinda Wang

Found 3 papers, 2 papers with code

ERPO: Advancing Safety Alignment via Ex-Ante Reasoning Preference Optimization

no code implementations3 Apr 2025 Kehua Feng, Keyan Ding, Jing Yu, MengHan Li, Yuhao Wang, Tong Xu, Xinda Wang, Qiang Zhang, Huajun Chen

Recent advancements in large language models (LLMs) have accelerated progress toward artificial general intelligence, yet their potential to generate harmful content poses critical safety challenges.

Safety Alignment

FedCAP: Robust Federated Learning via Customized Aggregation and Personalization

1 code implementation16 Oct 2024 Youpeng Li, Xinda Wang, Fuxun Yu, Lichao Sun, Wenbin Zhang, Xuyu Wang

The core of FedCAP is a model update calibration mechanism to help a server capture the differences in the direction and magnitude of model updates among clients.

Anomaly Detection Federated Learning +1

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