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chaoqi liang

2 accepted papers

2025

scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration

NeurIPS 2025spotlight

Advances in single-cell sequencing have enabled high-resolution profiling of diverse molecular modalities, while integrating unpaired multi-omics single-cell data remains challenging. Existing approaches either rely on pair information or prior correspondences, or require computing a global pairwise…

Cited by 0SourceScholar
2024

Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA

NeurIPS 2024poster

Foundation models have made significant strides in understanding the genomic language of DNA sequences. However, previous models typically adopt the tokenization methods designed for natural language, which are unsuitable for DNA sequences due to their unique characteristics. In addition, the optima…