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Shirui Pan

GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation

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Feb 03, 2025
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LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models

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Dec 28, 2024
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Unveiling User Preferences: A Knowledge Graph and LLM-Driven Approach for Conversational Recommendation

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Nov 16, 2024
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DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts

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Nov 05, 2024
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Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs

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Oct 27, 2024
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A Survey of Hallucination in Large Visual Language Models

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Oct 20, 2024
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Text-Guided Multi-Property Molecular Optimization with a Diffusion Language Model

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Oct 17, 2024
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Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models

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Oct 16, 2024
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Towards Neural Scaling Laws for Time Series Foundation Models

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Oct 16, 2024
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Evaluating the effects of Data Sparsity on the Link-level Bicycling Volume Estimation: A Graph Convolutional Neural Network Approach

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Oct 11, 2024
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