"AI4X Postdoctoral Fellow"

locations

NTU Main Campus, Singapore

time type

Full time

posted on

Posted 4 Days Ago

job requisition id

R00022612

The AI4X Postdoctoral Fellowship supports outstanding early-career researchers who leverage Artificial Intelligence (AI) to accelerate breakthroughs across science, technology, engineering, and mathematics, including medicine (STEM). Through the AI4X-PDF, we seek to nurture the next generation of research leaders working at the intersection of AI and STEM, driving innovation and strengthening Singapore’s AI-for-Science ecosystem.

Key Responsibilities:

• Develop and optimize multimodal LLM/MLLMs for downstream tasks (adaptation, alignment, evaluation).
• Design multi-MLLM collaboration methods (knowledge transfer/distillation, federated learning).
• Build efficient training/benchmark pipelines and report results with clear metrics.
• Apply these methods to heart disease modeling using multimodal clinical data.
• Work with PhD students and research staff to solve related research problems; oversee and report project progress.

Job Requirements:

• Preferably PhD in Computer Engineering, Computer Science, Electronics Engineering, or equivalent.
• Independent, highly analytical, proactive, and a team player; strong verbal and written communication skills.
• Strong publication record in top venues (e.g., CVPR, NeurIPS, TPAMI, TIFS).
• In-depth knowledge in multimodal LLMs, federated learning, and heart diagnostics.
• Demonstrated ability to conduct innovative research, formulate hypotheses, and design effective experimental plans.
• Strong programming skills with deep learning frameworks (e.g., PyTorch).

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU