Lei Ma

Registered user since Sun 1 Apr 2018

Name:Lei Ma
Country:Canada
Affiliation:University of Alberta
Personal website:https://www.malei.xyz
Research interests:Quality Assurance for Machine Learning, Machine Learning System engineering, Software Testing and Analysis, Debugging, Repair, etc.

Contributions

AISTA 2021 Co-chair in Organizing Committee within the AISTA-track
Session Chair of Main Session (part of AISTA)
Q-SE 2021 Author of Identifying Bug Patterns in Quantum Programs within the Q-SE 2021-track
DeepTest 2021 Committee Member in Program Committee within the deeptest2021-track
MODELS 2021 PC Member in Program Committee within the Tools & Demonstrations-track
Student Volunteers Chairs in Organizing Committee
ASE 2021 Author of Time-Aware Coverage Criteria for Testing of AI-Enabled Hybrid Control Systems within the Late Breaking Results-track
Committee Member in Program Committee within the Artifact Evaluation-track
Committee Member in Program Committee within the Research Papers-track
ICPC 2021 Committee Member in Program Committee within the Research-track
ESEC/FSE 2022 Committee Member in Program Committee within the Research Papers-track
ESEC/FSE 2021 Author of An Empirical Study of GUI Widget Detection for Industrial Mobile Games within the Industry Papers-track
Committee Member in Program Committee within the Research Papers-track
Session Chair of Testing—Fuzzing (part of Research Papers)
Session Chair of SE & AI—Software Engineering for Machine Learning 1 (part of Research Papers)
ASE 2020 Author of Cats Are Not Fish: Deep Learning Testing Calls for Out-Of-Distribution Awareness within the Research Papers-track
Committee Member in Program Committee within the Research Papers-track
Author of MARBLE: Model-Based Robustness Analysis of Stateful Deep Learning Systems within the Research Papers-track
ICST 2021 Author of A Search-Based Testing Framework for Deep Neural Networks of Source Code Embedding within the Research Papers-track
ESEC/FSE 2020 Author of Machine Learning Testing: Survey, Landscapes and Horizons within the Journal First-track
Author of A First Look at the Integration of Machine Learning Models in Complex Autonomous Driving Systems: A Case Study on Apollo within the Industry Papers-track
ICPC 2020 Author of How are Deep Learning Models Similar? An Empirical Study on Clone Analysis of Deep Learning Software within the Research-track
Celebration of ASE 2019 Author of Quality and Reliability for Machine Learning Systems within the Celebration of ASE 2019-track
ICSE 2021 Author of Automatic Web Testing using Curiosity-Driven Reinforcement Learning within the Technical Track-track
ASE 2019 Author of DeepHunter: A Coverage-Guided Fuzzer for Deep Neural Networks within the Demonstrations-track
Committee Member in Program Committee within the Research Papers-track
Author of Wuji: Automatic Online Combat Game Testing Using Evolutionary Deep Reinforcement Learning within the Research Papers-track
Author of A Quantitative Analysis Framework for Recurrent Neural Network within the Demonstrations-track
Author of An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms within the Research Papers-track
Author of DeepMutation++: a Mutation Testing Framework for Deep Learning Systems within the Demonstrations-track
ISSTA 2019 Author of DeepHunter: A Coverage-Guided Fuzz Testing Framework for Deep Neural Networks within the Technical Papers-track
ICSE 2020 Author of Towards Characterizing Adversarial Defects of Deep Learning Software from the Lens of Uncertainty within the Technical Papers-track
ICSE 2019 Author of VULTRON: Catching Vulnerable Smart Contracts Once and for All within the New Ideas and Emerging Results-track
MSR 2018 Author of Characterising Deprecated Android APIs within the Technical Papers-track