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cs.LG2026
LLM4Trust: Exploring the Capabilities of Large Language Models for Trust Evaluation
Jie Wang, Yanbo Sun, Zheng Yan +2
Trust evaluation plays a critical role in cybersecurity by supporting risk mitigation and decision-making. A variety of trust evaluation methods have been proposed, with learning-b…
cs.LG2026
Are LLM-Enhanced Graph Neural Networks Robust against Poisoning Attacks?
Yuhang Ma, Jie Wang, Zheng Yan
Large Language Models (LLMs) have advanced Graph Neural Networks (GNNs) by enriching node representations with semantic features, giving rise to LLM-enhanced GNNs that achieve nota…