Track II 10-Billion-Cell Alliance: Subtrack 1. Immunology(J28006)

Foundation Models

• 1.Foundational disease immune atlas model
• 2.Cross-disease general immune regulation large model
• 3.Multimodal immunotherapy response prediction model
• 4.Virtual immune cell perturbation model

Vertical Applications

• 1.Immune status assessment and reporting
• 2.Personalized immunotherapy response prediction
• 3.Novel immune target and biomarker discovery
• 4.Precision medication guidance for autoimmune diseases
• 5.Intelligent design of cell therapy products

Affiliated Branch

Guangdong–Hong Kong–Macao Branch (Shenzhen)

(1) Preferred Background

Immunology, Systems Biology, Bioinformatics, Computational Biology, or Computer Science.

(2) Core Technical Skills

Single-cell multi-omics analysis; immune repertoire modeling; deep learning for multimodal data; strong statistical modeling ability.

(3) Modeling Competency

Experience building foundation models for cell atlases or perturbation models; ability to simulate immune cell state transitions and treatment response.

(4) Preferred Qualifications

Experience in immunotherapy datasets, autoimmune disease research, or cell therapy development; familiarity with large-scale model training.

(5) Personal Traits

Mechanism-oriented thinker, comfortable with high-dimensional data, and motivated by translational immunotherapy applications.