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Text Enriched Sparse Hyperbolic Graph Convolutional Networks


Jul 07, 2022
Nurendra Choudhary , Nikhil Rao , Karthik Subbian , Chandan K. Reddy

* Preprint under review. 13 pages, 10 figures, 6 tables 

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XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence


Jun 16, 2022
Ming Zhu , Aneesh Jain , Karthik Suresh , Roshan Ravindran , Sindhu Tipirneni , Chandan K. Reddy

* 20 pages, 11 tables, 2 figures 

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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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StructCoder: Structure-Aware Transformer for Code Generation


Jun 10, 2022
Sindhu Tipirneni , Ming Zhu , Chandan K. Reddy


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Pseudo-Poincaré: A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks


Jun 09, 2022
Mehrdad Khatir , Nurendra Choudhary , Sutanay Choudhury , Khushbu Agarwal , Chandan K. Reddy


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Towards Scalable Hyperbolic Neural Networks using Taylor Series Approximations


Jun 07, 2022
Nurendra Choudhary , Chandan K. Reddy

* Preprint under review 

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CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models


May 31, 2022
Akshita Jha , Chandan K. Reddy


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Multi-Label Clinical Time-Series Generation via Conditional GAN


Apr 10, 2022
Chang Lu , Chandan K. Reddy , Ping Wang , Dong Nie , Yue Ning

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs


Oct 30, 2021
Nurendra Choudhary , Nikhil Rao , Sumeet Katariya , Karthik Subbian , Chandan K. Reddy

* Accepted at Thirty-fifth Conference on Neural Information Processing Systems 2021 (NeurIPS '21) 

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Supervised Contrastive Learning for Interpretable Long Document Comparison


Aug 20, 2021
Akshita Jha , Vineeth Rakesh , Jaideep Chandrashekhar , Adithya Samavedhi , Chandan K. Reddy


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