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Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search


Jun 14, 2022
Chandan K. Reddy, Lluís Màrquez, Fran Valero, Nikhil Rao, Hugo Zaragoza, Sambaran Bandyopadhyay, Arnab Biswas, Anlu Xing, Karthik Subbian


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Monolith to Microservices: Representing Application Software through Heterogeneous GNN


Dec 17, 2021
Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai, Srikanth Tamilselvam


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Graph Neural Network to Dilute Outliers for Refactoring Monolith Application


Feb 07, 2021
Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam

* Published: AAAI 2021 

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Semi-supervised Soil Moisture Prediction through Graph Neural Networks


Dec 07, 2020
Anoushka Vyas, Sambaran Bandyopadhyay


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Self-Expressive Graph Neural Network for Unsupervised Community Detection


Nov 28, 2020
Sambaran Bandyopadhyay, Vishal Peter


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Integrating Network Embedding and Community Outlier Detection via Multiclass Graph Description


Jul 20, 2020
Sambaran Bandyopadhyay, Saley Vishal Vivek, M. N. Murty

* This work is accepted at the 24th European Conference on Artificial Intelligence (ECAI 2020) as a full research paper 

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Robust Hierarchical Graph Classification with Subgraph Attention


Jul 19, 2020
Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty

* A shorter version of this work was accepted and presented at ICML 2020 (non-archival) Workshop on Graph Representation Learning and Beyond (GRL+) with the title "Hierarchically Attentive Graph Pooling with Subgraph Attention" 

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Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization


Jun 08, 2020
Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty


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Line Hypergraph Convolution Network: Applying Graph Convolution for Hypergraphs


Feb 09, 2020
Sambaran Bandyopadhyay, Kishalay Das, M. Narasimha Murty


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