Full-time Research Assistant

DeepSE Lab at CSE HKUST

1. About DeepSE Lab

We are working on mining software engineering using deep learning including bug prediction and fix generation, and now our lab is extending our interest into general deep learning and recommendation areas using Neural Attention, GNN, and various recent models. Our lab has published research papers at the top venues including @CVPR @ISSTA @ICSE @ASE @ICSE and won many best paper awards. Our lab graduates got faculty positions in various universities and research positions at world-class industries such as Google. We are looking for talented and self-motivated research assistants (RAs) to work on groundbreaking, real-world problems.

2. Job Description

    HKUST RA position: address real-world problems using deep learning techniques.

• Surveying and implementing following subjects

• recommendation system using GNN
• recommendation system for sequential session data
• recommendation system based on reinforcement learning

• Developing recommendation systems used in actual services

3. Qualifications

• Strong background in mathematics, computer science, deep learning techniques and technical trends
• Strong implementation skills
• Good communication skills in English

4. Employment Type & Salary

Full-time ( 6 months or more, 18,000HKD/month )

5. Benefits

• Work under the supervision of Sung Kim and other HKUST faculty.
• Dealing with real-world problems and data from industry
• Provide enough computing resources including GPU and/or cloud credits
• Considered as a Ph.D. candidate in 2022 with a priority
• Will have strong recommendation letters for other jobs and universities (if needed)

6. Application

Send your cover letter, CV, and GitHub ID to hunkim@cse.ust.hk. Please title [RA2021] Your Name - your interest (one or two words)