20 citations · 20 across the 1 of their papers we have counts for
4 papers
Sequence Model Design for Code Completion in the Modern IDE
Gareth Ari Aye, Gail E. Kaiser
Code completion plays a prominent role in modern integrated development environments (IDEs). Machine learning has become ubiquitous in analogous natural language writing and search…
Testing DNN Image Classifiers for Confusion & Bias Errors
Yuchi Tian, Ziyuan Zhong, Vicente Ordonez +2
Image classifiers are an important component of today's software, from consumer and business applications to safety-critical domains. The advent of Deep Neural Networks (DNNs) is t…
A Case Study on the Impact of Similarity Measure on Information Retrieval based Software Engineering Tasks
Md Masudur Rahman, Saikat Chakraborty, Gail Kaiser +1
Information Retrieval (IR) plays a pivotal role in diverse Software Engineering (SE) tasks, e.g., bug localization and triaging, code retrieval, requirements analysis, etc. The cho…
Obfuscation Resilient Search through Executable Classification
Fang-Hsiang Su, Jonathan Bell, Gail Kaiser +1
Android applications are usually obfuscated before release, making it difficult to analyze them for malware presence or intellectual property violations. Obfuscators might hide the…