PerturbBridge: Conditional Latent Schr\"{o}dinger Bridge for Single-Cell Perturbation Prediction

HELICS: Biobank-scale Conditional Synthetic Genome Generation via Latent Flow Matching
Ahmad Abdel-Azim, Xihong Lin
arXiv26 Oct 2026PreprintCC BY 4.0Full textGenetics & genomicsarXiv
The recoverable resolution of cellular perturbation-response prediction
Y. Huang, H. Wang, C. Li +1
bioRxiv30 Sep 2026PreprintCC BY-NC-NDFull textBioinformatics & computational biologybioRxiv
Genetic Perturbation Prediction Models Fail Out-of-Distribution: A Rigorous Benchmark and Systematic Evaluation
K. Tiwari, G. Mahajan, R. P. Bellad +2
bioRxiv16 Oct 2026PreprintCC BYFull textSystems & synthetic biologybioRxiv
A split-control criterion for few-shot adaptation in single-cell perturbation prediction
W.-L. Liang, Y.-B. Yang, Q.-Y. Zhang +12
bioRxiv5 Oct 2026PreprintCC BY-NC-NDFull textBioinformatics & computational biologybioRxiv
AmbiModBench: Benchmarking Gene Perturbation Prediction Beyond Shared Responses
Sikai Huang, Zhiwen Yang, Kai Yu +2
arXiv26 Sep 2026PreprintarXiv licenceFull textGenetics & genomics StatisticsarXiv

Cite

BibTeX

@misc{liu2026perturbbridge,
  title = {{PerturbBridge: Conditional Latent Schr\"odinger Bridge for Single-Cell Perturbation Prediction}},
  author = {Z. Liu and C. Jiang and C. Yang and X. Liu},
  howpublished = {bioRxiv},
  year = {2026},
  month = sep,
  doi = {10.64898/2026.09.24.754259},
  url = {https://www.biorxiv.org/content/10.64898/2026.09.24.754259v1},
}

RIS

TY  - UNPB
TI  - PerturbBridge: Conditional Latent Schr\"{o}dinger Bridge for Single-Cell Perturbation Prediction
AU  - Z. Liu
AU  - C. Jiang
AU  - C. Yang
AU  - X. Liu
PY  - 2026
DA  - 2026/09/24
PB  - bioRxiv
DO  - 10.64898/2026.09.24.754259
UR  - https://www.biorxiv.org/content/10.64898/2026.09.24.754259v1
ER  -

Related

Cite