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Mengqi Ji

2 papers indexed

arxivcs.AI2026-06-29

Beyond Triplet Plausibility: Relation Set Completion in Knowledge Graphs

Zihao Zheng, Borui Cai, Yao Zhao, Xin Han, Mengqi Ji

Knowledge graphs (KGs) organize real-world knowledge as triplets and underpin many downstream applications. Due to their inherent incompleteness, knowledge graph completion (KGC) is widely studied and is typically formulated as triplet prediction, with link prediction as the domi…

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crossrefDiagnostics2023-11-22Cited by 87

Recent Advancements and Perspectives in the Diagnosis of Skin Diseases Using Machine Learning and Deep Learning: A Review

Junpeng Zhang, Fan Zhong, Kaiqiao He, Mengqi Ji, Shuli Li, Chunying Li

Objective: Skin diseases constitute a widespread health concern, and the application of machine learning and deep learning algorithms has been instrumental in improving diagnostic accuracy and treatment effectiveness. This paper aims to provide a comprehensive review of the exist…

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