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cs.LG2026
ColdDDI: Evaluating Knowledge Utilization in Cold-Start Drug-Drug Interaction Prediction
Jiheng Liang, Chen Zhao, Di Wu +4
Cold-start drug-drug interaction (DDI) prediction tests whether models can identify clinically significant interactions for drugs without training-time interaction history. Existin…
cs.LG2025
Towards a Unified Textual Graph Framework for Spectral Reasoning via Physical and Chemical Information Fusion
Jiheng Liang, Ziru Yu, Zujie Xie +3
Motivated by the limitations of current spectral analysis methods-such as reliance on single-modality data, limited generalizability, and poor interpretability-we propose a novel m…