Job ID:
232261
Research Fellow (Computer Science and Engineering)
Nanyang Technological University
The School of Computer Science and Engineering (SCSE) invites applications for the position of Research Fellow.
Key Responsibilities:
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Conduct independent research in the filed of knowledge continual transfer and multimodal compositionality based on LLM, including multi-modal compositionality, compositional reasoning with commonsense knowledge, and LLM-based compositionality understanding and reasoning.
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Develop algorithms for continuous knowledge transfer and compositional reasoning to facilitate efficient learning of new tasks.
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Collaborate with a research group member to design and implement algorithms aimed at enhancing machine intelligence through knowledge transfer and compositionality.
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Apply developed algorithms to real-world applications with sparse data
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Stay abreast of the latest research in machine learning, artificial intelligence, and related fields to incorporate new techniques into algorithm development efforts.
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Help supervise PhD, master and undergraduate students.
Job Requirements:
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PhD degree in computer science, software engineering, mathematics, or a related field.
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Strong background in multimodal learning, natural language processing, domain adaptation, and knowledge graph, particularly in algorithm development and implementation.
- Familiarity with knowledge transfer techniques and compositionality in machine learning is highly desirable.
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Good publication track record is a must.
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Proficiency in programming languages such as Python, and experience with machine learning libraries (e.g., TensorFlow, PyTorch).
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Excellent problem-solving skills and ability to work independently as well as part of a team.
- Passion for applying machine learning algorithms to real-world problems, particularly in domains with limited data such as drug discovery.
- Effective communication skills and ability to convey complex technical concepts to both technical and non-technical stakeholders.
We regret that only shortlisted candidates will be notified.
Please reference AcademicKeys.com in your cover letter when
applying for or inquiring about this job announcement.
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