I am a third year Ph.D. candidate at the Chinese University of Hong Kong (CUHK), supervised by Prof. Michael R. Lyu. My research mainly focuses on the reliability issue in machine learning systems and software systems, especially deep learning robustness and log analysis. I worked with Qingwei Lin and Prof. Hongyu Zhang at Microsoft Research Asia (MSRA) as a research intern in 2017.

📣 We are maintaining an open-source project, LogPAI, for automated log analysis. It aims at providing an end-to-end solution to intelligently manage and analyze logs for modern production systems using machine learning techniques. If you have any question, feel free to drop me an email or open up a new issue on Github.

I servered as a Reviewer/External Reviewer for the following conferences and journals:

Conference/Journal	Year
ICML, NAACL, DSN	2019
NIPS, DSN, IJCAI, ESEM, ICDCS	2018
Journals SPE, TR	2018
ISSRE, ICDCS	2017

During the postgraduate study, I took the following courses:

Cource	Course
Foundations of Optimization	Introduction to Deep Learning
Pattern Recognition	Techniques for Data Mining
Probabilistic Graphical Models	Advanced Topics in Artificial Intelligence

I also worked as a teaching assistant for the following courses at CUHK:

Code	Time	Name
ELEG4201	2016 fall	CMOS Integrated Circuits
ENGG2020	2017 fall	Digital Logic and Systems
CSCI3100	2017 / 2018 spring	Software Engineering

• slhe@cse.cuhk.edu.hk
• (852) 39434257
• Room 101A, Ho Sin Hang Engineering Building, The Chinese University of Hong Kong, Shatin, Hong Kong
• Email for appointment