Registered user since Sat 30 Jan 2021
Heng Li is an Assistant Professor in the Department of Computer Engineering and Software Engineering at Polytechnique Montreal, Montreal, Canada, where he leads the Maintenance, Operations and Observation of Software with intelligencE (MOOSE) lab. He obtained his Ph.D. from the School of Computing, Queen’s University (Canada), M.Sc. from Fudan University (China), and B.Eng. from Sun Yat-sen University (China). He also worked in industry for multiple years as a software engineer at Synopsys and as a software performance engineer at BlackBerry. His research interests lie within Software Engineering, in particular, software monitoring and observability, intelligent operations of software systems, software log mining, software performance engineering, and mining software repositories.
Mining Software Repositories
- On the Temporal Relations between Logging and Code
- Towards Learning Generalizable Code Embeddings using Task-agnostic Graph Convolutional Networks
- An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks
- PILAR: Studying and Mitigating the Influence of Configurations on Log Parsing
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