2022 Posters

Poster CodePoster TitlePresenterAffiliaiton
P1Dependency Update Strategies and Package CharacteristicsAbbas JavanConcordia University
P2Privacy Aware Deployment in Hybrid CloudsAlexandre VerdetPolytechnique Montréal
P3What Causes Exceptions in Machine Learning Applications? Mining Machine Learning-Related Stack Traces on Stack OverflowAmin GhadesiPolytechnique Montréal
P4Machine Learning Package Clones in the NPM EcosystemAntonio CollanteConcordia University
P5GitHub Copilot AI pair programmer: Asset or LiabilityArghavan MoradPolytechnique Montréal
P6Déjà Vu! On the Similarity Analysis of Code Generation by Few-Shot Language ModelBo YangConcordia University
P7If a Human Can See It, So Should Your System: Reliability Requirements for Machine Vision ComponentsBoyue Caroline HuUniversity of Toronto
P8Backporting for Version Management: Automated Changesets Integration in Software RepositoriesDebasish ChakrobortiUniversity of Saskatchewan
P9Reinforcement Learning Assisted Evolutionary Search for Autonomous Systems TestingDmytro HumeniukPolytechnique Montréal
P10Empirical Study on Cloned code and Non-Cloned Code of Self-Admitted Technical DebtFangjian LeiQueen’s University
P11An Empirical Study on the Usage of Automated Machine Learning ToolsForough MajidiPolytechnique Montréal
P12Fooling SHAP with Stealthily Biased Sampling.Gabriel LabergePolytechnique Montréal
P13Not All Dependencies are Equal: An Empirical Study on Production Dependencies in NPMJasmine LatendresseConcordia University
P14Securing Large Language Model-based Code GenerationJunjie LiConcordia University
P15Recommending Tools and Sub-workflows to Construct Scientific Workflows in Scientific Workflow Management Systems.Khairul AlamUniversity of Saskatchewan
P16On the Effectiveness of Using GitHub Copilot to Augment Software Chatbot DatasetsKhaled BadranConcordia University
P17The General Aspects of Computer Assessment in Human BeautyKiana NezamiConcordia University
P18An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural NetworksLizhi LiaoConcordia University
P19Refining and Evaluating a Data-Driven Model Uncertainty Framework with a Traffic Sign Recognition (TSR) CaseLucia BergerMcGill University
P20Exploring Classification of Software Bug Reports Towards Mobile Applications.Md Shamimur RahmanUniversity of Saskatchewan
P21Cross-Platform Binary Analysis Using Representation Learning via Graph AlignmentMohamed Salah BouafifPolytechnique Montréal
P22Detection and Evaluation of Bias Inducing Features in Machine learningMoses OpenjaPolytechnique Montréal
P23Learning to Localize Bugs using Reinforcement LearningPartha ChakrabortyUniversity of Waterloo
P24Studying the Characteristics of AIOps Projects on GitHubRoozbeh AghiliPolytechnique Montréal
P25Understanding Machine Learning Libraries Usage in JavaScript ProjectsSamuel AbeduConcordia University
P26Understanding the Helpfulness of Stale Bot for Pull-based DevelopmentSayedHassan KhatoonabadiConcordia University
P27Towards Reliable Autonomous Driving Systems (ADS)Triet PhamConcordia University
P28Improving the Usability of Scientific Workflow Composition by using Machine Learning TechniquesUniversity of SaskatchewanUniversity of Saskatchewan
P29On the Effectiveness of Log Representation for Automated Log AnalysisXingfang WuPolytechnique Montréal
P30FL-MAB: Client Selection and Monetization for Blockchain-Based Federated LearningZahra BatoolÉcole de technologie supérieure
P31How Do Practitioners Perceive Energy Consumption? An Empirical Study of Stack OverflowBihui JinQueen’s University