Xi Chen

This paper introduces TransTox, a GAN-based model that translates liver and kidney transcriptomic profiles to improve multi-organ toxicity assessment.

Across five protein tasks with evolution-aware splits, self-supervised pretraining helped nearly every model on every task, yet alignment-based features still beat learned embeddings on secondary structure and contact prediction.