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Yanming Shen

Bridging Molecular Graphs and Large Language Models

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Mar 05, 2025
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Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things

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Jan 17, 2025
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Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning

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Jan 02, 2025
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Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization

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May 14, 2024
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How Can Large Language Models Understand Spatial-Temporal Data?

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Jan 25, 2024
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To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion

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May 23, 2023
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Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering

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May 10, 2023
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NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction

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Jul 04, 2022
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Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks

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Jun 11, 2022
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HousE: Knowledge Graph Embedding with Householder Parameterization

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Feb 16, 2022
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