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08/02/2023
Handling Communication via APIs for Microservices
Enterprises in their journey to the cloud, want to decompose their monol...
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07/10/2023
COMEX: A Tool for Generating Customized Source Code Representations
Learning effective representations of source code is critical for any Ma...
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05/19/2023
Prompting with Pseudo-Code Instructions
Prompting with natural language instructions has recently emerged as a p...
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12/01/2021
Monolith to Microservices: Representing Application Software through Heterogeneous GNN
Monolith software applications encapsulate all functional capabilities i...
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02/07/2021
Graph Neural Network to Dilute Outliers for Refactoring Monolith Application
Microservices are becoming the defacto design choice for software archit...
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11/08/2020
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks
We propose a novel genetic-algorithm technique that generates black-box ...
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10/12/2020
Evaluation of Siamese Networks for Semantic Code Search
With the increase in the number of open repositories and discussion foru...
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01/31/2020
Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions
Text classification models, especially neural networks based models, hav...
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11/26/2019
"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets
For an unknown (new) classification dataset, choosing an appropriate dee...
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11/17/2019
Coverage Testing of Deep Learning Models using Dataset Characterization
Deep Neural Networks (DNNs), with its promising performance, are being i...
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05/07/2019
A Visual Programming Paradigm for Abstract Deep Learning Model Development
Deep learning is one of the fastest growing technologies in computer sci...
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09/25/2017