Concepedia

Heng Li

HL

26

Publications

1.2K

Citations

19

H-Index

2016

Active since

Affiliations

Polytechnique Montréal(Current)

Concordia University

Queen's University

Huawei Technologies (Canada)

Alibaba Group (China)

Heng Li is an author at Polytechnique Montréal specializing in engineering, computer science, and software engineering.

Top concepts

EngineeringComputer ScienceSoftware EngineeringSoftware AnalysisData ScienceProgram AnalysisSoftware MaintenanceSoftware DesignSoftware TestingSystem Software

Publications per year

2016–2024

26

Publications

26

An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks

Lizhi Liao, Heng Li, Weiyi Shang et al. · ACM Transactions on Software Engineering and Methodology · 2022 · 177 citations

Artificial Intelligence, Engineering, Machine Learning +20

Logram: Efficient Log Parsing Using n-Gram Dictionaries

Hetong Dai, Heng Li, Che Shao Chen et al. · IEEE Transactions on Software Engineering · 2020 · 153 citations

Syntactic Parsing, Engineering, Software Systems +23

Which log level should developers choose for a new logging statement?

Heng Li, Weiyi Shang, Ahmed E. Hassan · Empirical Software Engineering · 2016 · 107 citations

Log Management, New Logging Statement, Log Analysis

Studying software logging using topic models

Heng Li, Tse-Hsun Chen, Weiyi Shang et al. · Empirical Software Engineering · 2018 · 93 citations

Software Maintenance, Engineering, Log Analysis +12

A Qualitative Study of the Benefits and Costs of Logging From Developers’ Perspectives

Heng Li, Weiyi Shang, Bram Adams et al. · IEEE Transactions on Software Engineering · 2020 · 79 citations

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