Heng Li

Assistant Professor

Polytechnique Montréal

Canada

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About

Heng Li is an Assistant Professor at Polytechnique Montréal, Canada. His research areas include fairness evaluation and bias correction in neural networks, performance modeling, and privacy protection in software logs. He has contributed to various empirical studies examining browser performance, refactoring patterns, and exception handling in machine learning applications.

Articles (16)

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2025

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2023

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2023

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2023

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2023

Collaborators (5)

Ying Zou

CANADA

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Ahmed E. Hassan

CANADA

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Weiyi Shang

University of Waterloo

CANADA

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Zhen Ming (Jack) Jiang

York University

CANADA

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Sébastien Gambs

Université de Montréal

CANADA

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Heng Li

Research Interests

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About

Articles (16)

Representation-based fairness evaluation and bias correction robustness assessment in neural networks

Tracing Optimization for Performance Modeling and Regression Detection

Impact of extensions on browser performance: An empirical study on google chrome

An Empirical Study on Release-Wise Refactoring Patterns

Protecting Privacy in Software Logs: What Should Be Anonymized?

Detecting Refactoring Commits in Machine Learning Python Projects: A Machine Learning-Based Approach

On the Model Update Strategies for Supervised Learning in AIOps Solutions

What causes exceptions in machine learning applications? Mining machine learning-related stack traces on Stack Overflow

Reducing the Length of Field-Replay Based Load Testing

Characterizing and classifying developer forum posts with their intentions

Studying logging practice in machine learning-based applications

<i>LoGenText-Plus</i> : Improving Neural Machine Translation Based Logging Texts Generation with Syntactic Templates

A large-scale exploratory study of android sports apps in the google play store

An Empirical Study of Refactoring Rhythms and Tactics in the Software Development Process

On the effectiveness of log representation for log-based anomaly detection

Studying the challenges of developing hardware description language programs

Collaborators (5)

Ying Zou

Ahmed E. Hassan

Weiyi Shang

Zhen Ming (Jack) Jiang

Sébastien Gambs

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