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🏢 Shandong University

Resource-Aware Federated Self-Supervised Learning with Global Class Representations
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AI Generated Machine Learning Self-Supervised Learning 🏢 Shandong University
FedMKD: A multi-teacher framework for federated self-supervised learning, enabling global class representations even with diverse client models and skewed data distributions.
Perplexity-aware Correction for Robust Alignment with Noisy Preferences
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AI Generated Natural Language Processing Large Language Models 🏢 Shandong University
PerpCorrect: Robust LLM alignment despite noisy human preferences, achieved via perplexity-based noisy preference detection and correction.