Author

Xiang-Xiang Zeng

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Preprint Oct 2026

Panoramic modelling of single-cell transcriptomes at scale with CellNet

Comprehensively characterizing cellular diversity is critical for understanding tissue development, identifying disease-associated populations and investigating gene programmes linked to specialized functions. Advances in single-cell profiling reveal additional cell-specific transcripts and molecular associations, yet...

Xiao-Qing Lian, Pei Liu, Jia-Hui Tan et al. · 0 citations

Aug 2026

Hyp-retro: hypernetwork-guided preference-conditioned retrosynthetic planner.

Experimental results show that Hyp-Retro outperforms comparative methods in terms of search success rate and route yield, and it can adaptively adjust its planning strategy under different yield preferences, thereby generating high-quality retrosynthetic routes that better satisfy target-specific requirements.

Jing-Wen Wang, Shuan Liu, Shao-Ye Zhang et al. · Molecular diversity · 0 citations