Paper "knowledge graph reasoning" Papers

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Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation

Derong Xu, Xinhang Li, Ziheng Zhang et al.

AAAI 2025paperarXiv:2412.18537
34
citations

LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph

Tu Ao, Yanhua Yu, Yuling Wang et al.

AAAI 2025paperarXiv:2504.03137
15
citations

Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective

Bo Ni, Yu Wang, Lu Cheng et al.

AAAI 2025paperarXiv:2410.08985
12
citations

NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning

Bo Xiong, Mojtaba Nayyeri, Linhao Luo et al.

AAAI 2024paperarXiv:2312.09219
7
citations

Question Calibration and Multi-Hop Modeling for Temporal Question Answering

Chao Xue, Di Liang, Pengfei Wang et al.

AAAI 2024paperarXiv:2402.13188
21
citations