A Few-Shot Knowledge Graph Completion Model With Neighbor Filter and Affine Attention by Hongfang Gong, Yingjing Ding, Minyi Ma

Subjects: “…Knowledge graph completion…”
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A Brief Survey on Deep Learning-Based Temporal Knowledge Graph Completion by Ningning Jia, Cuiyou Yao

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Research on Parameter-Efficient Knowledge Graph Completion Methods and Their Performance in the Cybersecurity Field by Bin Chen, Hongyi Li, Ze Shi

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A Convolutional Neural Network With Time-Aware Channel Weighting for Temporal Knowledge Graph Completion by Kesheng Zhang, Guige Ouyang, Yongzhong Huang

Subjects: “…Temporal knowledge graph completion…”
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MLKGC: Large Language Models for Knowledge Graph Completion Under Multimodal Augmentation by Pengfei Yue, Hailiang Tang, Wanyu Li, Wenxiao Zhang, Bingjie Yan

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An edge enhancement graph neural network model with node discrimination for knowledge graph representation learning by Tao Wang, Bo Shen

Subjects: “…Knowledge graph completion…”
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Tuck-KGC: based on tensor decomposition for diabetes knowledge graph completion model integrating Chinese and Western medicine by Jiangtao ZhangSun, Yu Xin Yang, Beiji Zou, Qinghua Peng, Xiao Xia Xiao

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A Hierarchical Knowledge Graph Embedding Framework for Link Prediction by Shuang Liu, Chengwang Hou, Jiana Meng, Peng Chen, Simon Kolmanic

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Knowledge Graph Completion With Pattern-Based Methods by Maryam Sabet, Mohammadreza Pajoohan, Mohammad Reza Moosavi

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Knowledge graph completion based on iteratively learning embeddings and noise-aware rules by Jinglin Zhang, Bo Shen

Subjects: “…Knowledge graph completion…”
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Learning temporal granularity with quadruplet networks for temporal knowledge graph completion by Rushan Geng, Cuicui Luo

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Root Cause Analysis of Cast Product Defects with Two-Branch Reasoning Network Based on Continuous Casting Quality Knowledge Graph by Xiaojun Wu, Xinyi Wang, Yue She, Mengmeng Sun, Qi Gao

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GLR: Graph Chain-of-Thought with LoRA Fine-Tuning and Confidence Ranking for Knowledge Graph Completion by Yifei Chen, Xuliang Duan, Yan Guo

Subjects: “…knowledge graph completion…”
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RP-KGC: A Knowledge Graph Completion Model Integrating Rule-Based Knowledge for Pretraining and Inference by Wenying Guo, Shengdong Du, Jie Hu, Fei Teng, Yan Yang, Tianrui Li

Subjects: “…knowledge graph completion (kgc)…”
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DualRep: Knowledge Graph Completion by Utilizing Dual Representation of Relational Paths and Tail Node Density Insights by Haji Gul, Feras Al-Obeidat, Adnan Amin, Muhammad Wasim, Fernando Moreira

Subjects: “…Knowledge graph completion…”
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