一作ICML 2026Poster· Deep Learning / Graph Neural Networks
Uncertainty-Constrained Trustworthiness for Graph Learning
Chunhui Zhang · Pengqi Li · Lizhong Ding · Ye Yuan · Peng Yang · Changsheng Li · Guoren Wang
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Chunhui Zhang · Pengqi Li · Lizhong Ding · Ye Yuan · Peng Yang · Changsheng Li · Guoren Wang
Pengqi Li · Lizhong Ding · Zhehao Zhou · Chunhui Zhang · Jiarun Fu · Hao Li · Ye Yuan · Guoren Wang
Hallucinations arise when large language models (LLMs) guess rather than acknowledge their underlying uncertainty. Existing static strategies for mitigating hallucinations have been only partially successful, largely because they do not explicitly model the information gain from interacting with...