Research Interests

To develop agentic AI system for scientific research or industrial applications.

Representative works: ProteinMCP, ProtFlow, etc.

To develop new methods and tools for protein design, including the design of enzymes and transporters.

Representative works: AB-Gen, AlphaVariant, DGC-libgen, Fast-Bolz2, AggNet etc.

To develop new methods and tools for nanopore sequencing, with practical applications.

Representative works: under development.

To develop new methods and tools for drug design and development, including the design of small molecules, antibodies and peptides.

Representative works: AB-Gen, HELM-GPT, and SGPT-RL.

To develop methods and tools related to deep learning, reinforcement learning, graph mining, etc, with problem driven stimulation.

Representative works: AB-Gen and HELM-GPT.