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Shirui Pan

Not All Edges are Equally Robust: Evaluating the Robustness of Ranking-Based Federated Learning

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Mar 12, 2025
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Graph Retrieval-Augmented LLM for Conversational Recommendation Systems

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Mar 09, 2025
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Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization

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Mar 05, 2025
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A Label-Free Heterophily-Guided Approach for Unsupervised Graph Fraud Detection

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Feb 18, 2025
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Knowledge-aware contrastive heterogeneous molecular graph learning

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Feb 17, 2025
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Out-of-Distribution Detection on Graphs: A Survey

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Feb 12, 2025
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GenIAS: Generator for Instantiating Anomalies in time Series

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Feb 12, 2025
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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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