Heng Li

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 55

Top Venues

Empir. Softw. Eng.

CoRR

IEEE Trans. Software Eng.

SANER

Queen's University at Kingston, Ontario, Canada (PHD)

Education History

Queen's University at Kingston, Ontario, Canada

PHD

Publications

Xingfang Wu, Heng Li, Nobukazu Yoshioka, Hironori Washizaki, Foutse Khomh
Refining GPT-3 Embeddings with a Siamese Structure for Technical Post Duplicate Detection. SANER (2024)
Mohamed Amine Batoun, Mohammed Sayagh, Roozbeh Aghili, Ali Ouni, Heng Li
A literature review and existing challenges on software logging practices. Empir. Softw. Eng. 29 (4) (2024)
Yuanjie Xia, Lizhi Liao, Jinfu Chen, Heng Li, Weiyi Shang
Reducing the Length of Field-Replay Based Load Testing. IEEE Trans. Software Eng. 50 (8) (2024)
Xingfang Wu, Eric Laufer, Heng Li, Foutse Khomh, Santhosh Srinivasan, Jayden Luo
Characterizing and classifying developer forum posts with their intentions. Empir. Softw. Eng. 29 (4) (2024)
Patrick Loic Foalem, Foutse Khomh, Heng Li
Studying logging practice in machine learning-based applications. Inf. Softw. Technol. 170 (2024)
Zishuo Ding, Yiming Tang, Xiaoyu Cheng, Heng Li, Weiyi Shang
: Improving Neural Machine Translation Based Logging Texts Generation with Syntactic Templates. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Shayan Noei, Heng Li, Ying Zou
Detecting Refactoring Commits in Machine Learning Python Projects: A Machine Learning-Based Approach. CoRR (2024)
Luca Traini, Heng Li
Workshop on Challenges in Performance Methods for Software Development (WOSP-C). ICPE (Companion) (2024)
Bihui Jin, Heng Li, Ying Zou
Impact of Extensions on Browser Performance: An Empirical Study on Google Chrome. CoRR (2024)
Amin Ghadesi, Maxime Lamothe, Heng Li
What causes exceptions in machine learning applications? Mining machine learning-related stack traces on Stack Overflow. Empir. Softw. Eng. 29 (5) (2024)
Bhagya Chembakottu, Heng Li, Foutse Khomh
A Large-Scale Exploratory Study of Android Sports Apps in the Google Play Store. CoRR (2023)
Amin Ghadesi, Maxime Lamothe, Heng Li
What Causes Exceptions in Machine Learning Applications? Mining Machine Learning-Related Stack Traces on Stack Overflow. CoRR (2023)
Lizhi Liao, Heng Li, Weiyi Shang, Catalin Sporea, Andrei Toma, Sarah Sajedi
Adapting Performance Analytic Techniques in a Real-World Database-Centric System: An Industrial Experience Report. ESEC/SIGSOFT FSE (2023)
Ahmed Haj Yahmed, Altaf Allah Abbassi, Amin Nikanjam, Heng Li, Foutse Khomh
Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges. ICSME (2023)
Fatemeh Yousefifeshki, Heng Li, Foutse Khomh
Studying the challenges of developing hardware description language programs. Inf. Softw. Technol. 159 (2023)
Ahmed Haj Yahmed, Altaf Allah Abbassi, Amin Nikanjam, Heng Li, Foutse Khomh
Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges. CoRR (2023)
Bhagya Chembakottu, Heng Li, Foutse Khomh
A large-scale exploratory study of android sports apps in the google play store. Inf. Softw. Technol. 164 (2023)
Xingfang Wu, Heng Li, Nobukazu Yoshioka, Hironori Washizaki, Foutse Khomh
Refining GPT-3 Embeddings with a Siamese Structure for Technical Post Duplicate Detection. CoRR (2023)
Xingfang Wu, Heng Li, Foutse Khomh
On the Effectiveness of Log Representation for Log-based Anomaly Detection. CoRR (2023)
Roozbeh Aghili, Heng Li, Foutse Khomh
Studying the characteristics of AIOps projects on GitHub. Empir. Softw. Eng. 28 (6) (2023)
Hetong Dai, Yiming Tang, Heng Li, Weiyi Shang
PILAR: Studying and Mitigating the Influence of Configurations on Log Parsing. ICSE (2023)
Shayan Noei, Heng Li, Stefanos Georgiou, Ying Zou
An Empirical Study of Refactoring Rhythms and Tactics in the Software Development Process. IEEE Trans. Software Eng. 49 (12) (2023)
Yingzhe Lyu, Heng Li, Zhen Ming Jiang, Ahmed E. Hassan
Assessing the Maturity of Model Maintenance Techniques for AIOps Solutions. CoRR (2023)
Zishuo Ding, Yiming Tang, Yang Li, Heng Li, Weiyi Shang
On the Temporal Relations between Logging and Code. ICSE (2023)
Xingfang Wu, Eric Laufer, Heng Li, Foutse Khomh, Santhosh Srinivasan, Jayden Luo
Characterizing and Classifying Developer Forum Posts with their Intentions. CoRR (2023)
Jinfu Chen, Zishuo Ding, Yiming Tang, Mohammed Sayagh, Heng Li, Bram Adams, Weiyi Shang
IoPV: On Inconsistent Option Performance Variations. ESEC/SIGSOFT FSE (2023)
Xingfang Wu, Heng Li, Foutse Khomh
On the effectiveness of log representation for log-based anomaly detection. Empir. Softw. Eng. 28 (6) (2023)
Zishuo Ding, Heng Li, Weiyi Shang, Tse-Hsun (Peter) Chen
Towards Learning Generalizable Code Embeddings Using Task-agnostic Graph Convolutional Networks. ACM Trans. Softw. Eng. Methodol. 32 (2) (2023)
Heng Li, Haoxiang Zhang, Shaowei Wang, Ahmed E. Hassan
Studying the Practices of Logging Exception Stack Traces in Open-Source Software Projects. IEEE Trans. Software Eng. 48 (12) (2022)
Safwat Hassan, Heng Li, Ahmed E. Hassan
On the Importance of Performing App Analysis Within Peer Groups. CoRR (2022)
Haoxiang Zhang, Shaowei Wang, Heng Li, Tse-Hsun Chen, Ahmed E. Hassan
A Study of C/C++ Code Weaknesses on Stack Overflow. IEEE Trans. Software Eng. 48 (7) (2022)
Hetong Dai, Heng Li, Che-Shao Chen, Weiyi Shang, Tse-Hsun Chen
Logram: Efficient Log Parsing Using $n$n-Gram Dictionaries. IEEE Trans. Software Eng. 48 (3) (2022)
Safwat Hassan, Heng Li, Ahmed E. Hassan
On the Importance of Performing App Analysis Within Peer Groups. SANER (2022)
Maxime Lamothe, Heng Li, Weiyi Shang
Assisting Example-Based API Misuse Detection via Complementary Artificial Examples. IEEE Trans. Software Eng. 48 (9) (2022)
Zishuo Ding, Heng Li, Weiyi Shang
LoGenText: Automatically Generating Logging Texts Using Neural Machine Translation. SANER (2022)
Lizhi Liao, Heng Li, Weiyi Shang, Lei Ma
An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 31 (3) (2022)
Zishuo Ding, Heng Li, Weiyi Shang, Tse-Hsun Peter Chen
Can pre-trained code embeddings improve model performance? Revisiting the use of code embeddings in software engineering tasks. Empir. Softw. Eng. 27 (3) (2022)
Steven Locke, Heng Li, Tse-Hsun Peter Chen, Weiyi Shang, Wei Liu
LogAssist: Assisting Log Analysis Through Log Summarization. IEEE Trans. Software Eng. 48 (9) (2022)
Haonan Zhang, Yiming Tang, Maxime Lamothe, Heng Li, Weiyi Shang
Studying logging practice in test code. Empir. Softw. Eng. 27 (4) (2022)
Lizhi Liao, Jinfu Chen, Heng Li, Yi Zeng, Weiyi Shang, Catalin Sporea, Andrei Toma, Sarah Sajedi
Locating Performance Regression Root Causes in the Field Operations of Web-Based Systems: An Experience Report. IEEE Trans. Software Eng. 48 (12) (2022)
Yingzhe Lyu, Heng Li, Mohammed Sayagh, Zhen Ming (Jack) Jiang, Ahmed E. Hassan
An Empirical Study of the Impact of Data Splitting Decisions on the Performance of AIOps Solutions. ACM Trans. Softw. Eng. Methodol. 30 (4) (2021)
Heng Li, Weiyi Shang, Bram Adams, Mohammed Sayagh, Ahmed E. Hassan
A Qualitative Study of the Benefits and Costs of Logging From Developers' Perspectives. IEEE Trans. Software Eng. 47 (12) (2021)
Zhenhao Li, Heng Li, Tse-Hsun Peter Chen, Weiyi Shang
DeepLV: Suggesting Log Levels Using Ordinal Based Neural Networks. ICSE (2021)
Yangguang Li, Zhen Ming (Jack) Jiang, Heng Li, Ahmed E. Hassan, Cheng He, Ruirui Huang, Zhengda Zeng, Mian Wang, Pinan Chen
Predicting Node Failures in an Ultra-Large-Scale Cloud Computing Platform: An AIOps Solution. ACM Trans. Softw. Eng. Methodol. 29 (2) (2020)
Lizhi Liao, Jinfu Chen, Heng Li, Yi Zeng, Weiyi Shang, Jianmei Guo, Catalin Sporea, Andrei Toma, Sarah Sajedi
Using black-box performance models to detect performance regressions under varying workloads: an empirical study. Empir. Softw. Eng. 25 (5) (2020)
Hetong Dai, Heng Li, Weiyi Shang, Tse-Hsun Chen, Che-Shao Chen
Logram: Efficient Log Parsing Using n-Gram Dictionaries. CoRR (2020)
Kundi Yao, Heng Li, Weiyi Shang, Ahmed E. Hassan
A study of the performance of general compressors on log files. Empir. Softw. Eng. 25 (5) (2020)
Shahnaz M. Shariff, Heng Li, Cor-Paul Bezemer, Ahmed E. Hassan, Thanh H. D. Nguyen, Parminder Flora
Improving the testing efficiency of selenium-based load tests. AST@ICSE (2019)
Heng Li, Weiyi Shang, Ying Zou, Ahmed E. Hassan
Towards just-in-time suggestions for log changes (journal-first abstract). SANER (2018)
Heng Li, Tse-Hsun (Peter) Chen, Weiyi Shang, Ahmed E. Hassan
Studying software logging using topic models. Empir. Softw. Eng. 23 (5) (2018)
Heng Li, Zhiying Zhang
Predicting the Receivers of Football Passes. MLSA@PKDD/ECML (2018)
Heng Li, Weiyi Shang, Ahmed E. Hassan
Which log level should developers choose for a new logging statement? (journal-first abstract). SANER (2018)
Heng Li, Tse-Hsun (Peter) Chen, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Adopting autonomic computing capabilities in existing large-scale systems: an industrial experience report. ICSE (SEIP) (2018)
Heng Li, Weiyi Shang, Ahmed E. Hassan
Which log level should developers choose for a new logging statement? Empir. Softw. Eng. 22 (4) (2017)
Heng Li, Weiyi Shang, Ying Zou, Ahmed E. Hassan
Towards just-in-time suggestions for log changes. Empir. Softw. Eng. 22 (4) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heng Li