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
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