Multimodal single cell data integration challenge: Results and lessons learned. - Christopher Lance; Malte D. Lücken; Daniel B. Burkhardt; Robrecht Cannoodt; Pia Rautenstrauch; Anna Laddach; Aidyn Ubingazhibov; Zhi-Jie Cao; Kaiwen Deng; Sumeer Khan; Qiao Liu 008; Nikolay Russkikh; et al. (NeurIPS (Competition and Demos), 2021)

Adversarial domain translation networks for integrating large-scale atlas-level single-cell datasets. - Jia Zhao; Gefei Wang; Jingsi Ming; Zhixiang Lin; Yang Wang; Snigdha Agarwal; Aditi Agrawal; Ahmad Al-Moujahed; Alina Alam; Megan A. Albertelli; Paul Allegakoen; Thomas Ambrosi; et al. (Nat. Comput. Sci., 2022)

Benchmarking and Evaluation of AI Models in Biology: Outcomes and Recommendations from the CZI Virtual Cells Workshop. - Elizabeth Fahsbender; Alma Andersson; Jeremy Ash; Polina Binder; Daniel Burkhardt; Benjamin Chang 009; Georg K. Gerber; Anthony Gitter; Patrick Godau; Ankit Gupta; Genevieve Haliburton; Siyu He; et al. (CoRR, 2025)