Wang Tiantian  /  王甜甜

From VisualIntelligenceto Protein Design

从视觉智能,到生命科学

PhD Student · AI for Biology

Formerly building visual AI systems in industry. Now exploring how sequence, structure and experiment can guide protein and antibody optimization.

Explore Visual × Bio
Real PDB structure of influenza hemagglutinin bound to CR6261 Fab, rendered as cartoon and a transparent molecular surface with interface residues shown as colored sticks
Current focus·
Protein language models /Affinity landscapes /Physics-aware learning /Antibody optimization
01

The continuum

One evolving practice

The medium changed.
The way of thinking did not.

媒介变了,解决问题的方法仍在延续。

01

Foundation

Visual systems

Image enhancement, restoration, low-light reconstruction and deployable deep-learning systems.

Signal · Geometry · Perception
02

Expansion

Generative intelligence

Diffusion, multimodal generation and the use of learned priors to search large creative spaces.

Prior · Search · Control
03

Now

AI for biology

Protein sequence–structure modeling, antibody affinity maturation and experiment-guided evolution.

Sequence · Structure · Experiment
RepresentationPriorSearchValidation