LNGCN: a distance-aware continuous-time graph framework for PPI prioritization in experimental screening
Yu Xiao, 郑一凡, Yu Hua, Jiahua Peng, Jinliang Liu, Yuan Qu, Jizhuang Xu, Rao Fu, Qiuting Qian, Martin Košař, Yuehai Ke, Ying Chi
LNGCN improves PPI prioritization by using a distance-aware continuous-time graph framework, achieving high precision on imbalanced datasets and preserving residue-level representation diversity.
bioRxiv · Jul 29, 2026 · PreprintBioinformatics