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Karthik Subbian

Unleashing the Power of LLMs as Multi-Modal Encoders for Text and Graph-Structured Data

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Oct 15, 2024
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Covering a Graph with Dense Subgraph Families, via Triangle-Rich Sets

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Jul 23, 2024
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All Against Some: Efficient Integration of Large Language Models for Message Passing in Graph Neural Networks

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Jul 20, 2024
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AvaTaR: Optimizing LLM Agents for Tool-Assisted Knowledge Retrieval

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Jun 18, 2024
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STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases

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Apr 19, 2024
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An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce

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Mar 01, 2024
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Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training

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Dec 24, 2023
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ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding

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Oct 07, 2023
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Communication-Free Distributed GNN Training with Vertex Cut

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Aug 06, 2023
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Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation

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Jul 19, 2023
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