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Suhang Wang

Enhancing Data-Limited Graph Neural Networks by Actively Distilling Knowledge from Large Language Models

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Jul 19, 2024
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Robustness-Inspired Defense Against Backdoor Attacks on Graph Neural Networks

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Jun 14, 2024
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LLM and GNN are Complementary: Distilling LLM for Multimodal Graph Learning

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Jun 03, 2024
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Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective

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May 17, 2024
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Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs

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Apr 10, 2024
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Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond

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Mar 27, 2024
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Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark

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Mar 09, 2024
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Hierarchical Query Classification in E-commerce Search

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Mar 09, 2024
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Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks

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Feb 24, 2024
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InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration

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Feb 18, 2024
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