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20012023
most citedDeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems

591 citations · 1.1k across the 37 of their papers we have counts for

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Showing 2022Show all

6 papers · 1 filter

cs.SE2022

Towards Benchmarking GUI Compatibility Testing on Mobile Applications

Jiaming Ye, Mulong Xie, Siyuan Chen +4

GUI is a bridge connecting user and application. Existing GUI testing tasks can be categorized into two groups: functionality testing and compatibility testing. While the functiona…

cs.LG2022

On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language Processing

Zeming Dong, Qiang Hu, Zhenya Zhang +5

Graph neural network (GNN)-based graph learning has been popular in natural language and programming language processing, particularly in text and source code classification. Typic…

cs.SE2022★ 1 cited

MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation

Zeming Dong, Qiang Hu, Yuejun Guo +5

Inspired by the great success of Deep Neural Networks (DNNs) in natural language processing (NLP), DNNs have been increasingly applied in source code analysis and attracted signifi…

cs.CV2022★ 12 cited

DARTSRepair: Core-failure-set Guided DARTS for Network Robustness to Common Corruptions

Xuhong Ren, Jianlang Chen, Felix Juefei-Xu +5

Network architecture search (NAS), in particular the differentiable architecture search (DARTS) method, has shown a great power to learn excellent model architectures on the specif…

cs.SE2022★ 4 cited

Testing Quantum Programs with Multiple Subroutines

Peixun Long, Jianjun Zhao

Errors in quantum programs are challenging to track down due to the uncertainty of quantum programs. Testing is, therefore, an indispensable method for assuring the quality of quan…

quant-ph2022

A Comprehensive Study of Bug Fixes in Quantum Programs

Junjie Luo, Pengzhan Zhao, Zhongtao Miao +2

As quantum programming evolves, more and more quantum programming languages are being developed. As a result, debugging and testing quantum programs have become increasingly import…