Research Assistant (computer Science)

Singapore, Singapore

https://sg.mncjobz.com/company/national-university-of-singapore

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Job Description

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Job Title: Research Assistant (Computer Science)
Posting Start Date: 07/10/2025
:

Analyze the fundamental limitations of current reinforcement learning (RL) methods for training reasoning models in large language models (LLMs) and vision-language models (VLMs).
Develop and experimentally validate novel algorithms from a probabilistic inference perspective to address these challenges.
Collaborate with the team to publish findings in top-tier venues.

Qualifications

Master's degree in a relevant field.
Strong foundation in reinforcement learning, LLMs, VLMs, and probabilistic inference.
Proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow).
Proven research record demonstrated by publications in top-tier AI/ML venues.