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Jiongxin Liu

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Open access Jul 2026

EBD-DTI: Episodic Bridge Diffusion for Zero-Shot Cold-Start Drug-Target Interaction Prediction

EBD-DTI is presented, a framework that enables zero-shot inference in graph-based DTI models without requiring any known interactions for unseen entities, with episodic cold-start training improving AUC by up to 12%.

Jiongxin Liu, Jiameng Le, Chuanru Wei et al. · bioRxiv · 0 citations