Research Fellow on AI4SCI, School of Computing

National University of Singapore; Singapore; Sur place; SGD 70 000 - 100 000; Plein temps

Résumé du poste

The National University of Singapore invites applications for a Research Fellow in the Department of Computer Science, School of Computing (SoC). The role focuses on advancing AI capabilities for scientific intelligence within a collaborative research group led by Dr Bian Yatao.

Candidates should have strong ML/AI research experience, a solid programming foundation (PyTorch), and excellent English communication skills.

Qualifications

• Background in Computer Science or related fields with strong academic record.
• Solid programming foundation and PyTorch experience.
• Experience in ML/AI4SCI research and publications preferred.
• Strong English reading, writing, and speaking skills.
• Self-motivated and capable of independent research.
• Collaborative/team-driven with initiative.

Responsabilités

• Join Dr Bian's research group and contribute to AI4SCI projects.
• Design and conduct experiments with deep learning models.
• Publish results in relevant conferences/journals.
• Collaborate with team and mentor students or interns as needed.

Connaissances

Programming basics

English proficiency

Research mindset

Independent working

Outils

PyTorch

Description du poste

Job Description

The National University of Singapore invites applications for the position of Research Fellow in the Department of Computer Science, School of Computing (SoC). SoC is strongly committed to research excellence in all its dimensions: Searching for fundamental results and insights, developing novel computational solutions to a wide range of applications, building large-scale experimental systems and improving the well-being of society. We seek to play an active role both internationally and locally in the core and emerging areas of Computer Science and Information Systems

Dr Bian Yatao is seeking highly motivated individuals to join his research group at the National University of Singapore (NUS) School of Computing as a Research Fellow. Dr Bian’s research focuses on expanding the frontiers of AI capabilities in scientific intelligence, driving transformative technological advancements to address the most critical challenges in scientific research. Current research themes include (but are not limited to)

• AI4SCI, with an emphasis on atomic systems such asmolecules, proteins, and materials
• Modern energy/entropy based learning
• LLM/Agent for science
• Related safety issues in AI4SCI

Dr. Bian provides a relaxed, supportive, and highly collaborative research environment. He brings extensive mentorship experience from supervising Master’s thesis projects at ETH Zurich and internship projects at Tencent AI Lab. Notably, several of his former students/interns have successfully secured fully funded positions at top-tier universities in Europe and the United States

Enquiries can be sent to the Principal Investigator, Dr Bian Yatao at https://yataobian.com

Only shortlisted candidates will be notified.

Job Requirements

• Applications are welcome from students with diverse backgrounds (Computer Science, theory, empirical, or Science). Excellent academic record required
• Solid programming foundation, familiar with mainstream deep learning frameworks such as PyTorch. ACM/ICPC or NOI/IOI award winners are preferred
• Research experience and practical background in Machine Learning or AI4SCI. Candidates with experience in cutting-edge deep learning research (e.g., GNNs, Transformer-based models, and diffusion models) are preferred. Those with relevant research publications are preferred
• Good English reading, writing, and oral communication skills. General English proficiency requirements for PhD admission: TOEFL >=90, IELTS >=6.5 (English proficiency requirements may be relaxed for exceptionally outstanding applicants)
• Highly self-motivated with a strong passion for research
• Possess strong self-motivation and problem-solving skills, with the ability to conduct high-quality research independently
• Have a strong spirit of innovation and passion for research, capable of driving project progress within a team.