Siyan Liu

ORCID: 0000-0001-6265-0429
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About
Contact & Profiles
Research Areas
  • Single-cell and spatial transcriptomics
  • Advanced Graph Theory Research
  • Limits and Structures in Graph Theory
  • CRISPR and Genetic Engineering
  • graph theory and CDMA systems
  • Finite Group Theory Research
  • Genetic Associations and Epidemiology
  • Graph Labeling and Dimension Problems
  • Interconnection Networks and Systems
  • Coding theory and cryptography
  • Advanced biosensing and bioanalysis techniques
  • Cell Image Analysis Techniques
  • Computational Geometry and Mesh Generation
  • Stochastic processes and statistical mechanics
  • Genomics and Rare Diseases

Duke University
2024-2025

Applied Genetic Technologies (United States)
2025

Beijing Technology and Business University
2024

Beijing Jiaotong University
2021-2024

Highlights•CRISPR barnyard screens characterize the distribution of ambient gRNAs•CRISPR identify factors influencing abundance gRNAs•CLEANSER is open-source software that assigns gRNAs to cells in perturb-seq screens•CLEANSER demonstrates increased accuracy calling hits published datasetsSummarySingle-cell RNA sequencing CRISPR (perturb-seq) enable high-throughput investigation genome, allowing for characterization thousands genomic perturbations on gene expression. Ambient gRNAs, which are...

10.1016/j.xgen.2025.100766 article EN cc-by-nc Cell Genomics 2025-02-01

Recent technological developments in single-cell RNA-seq CRISPR screens enable high-throughput investigation of the genome. Through transduction a gRNA library to cell population followed by transcriptomic profiling scRNA-seq, it is possible characterize effects thousands genomic perturbations on global gene expression. A major source noise scRNA-seq are ambient gRNAs, which contaminating gRNAs that likely originate from other cells. If not properly filtered, can result an excess false...

10.1101/2024.09.04.611293 preprint EN cc-by-nc bioRxiv (Cold Spring Harbor Laboratory) 2024-09-04

10.1016/j.ejc.2021.103344 article EN publisher-specific-oa European Journal of Combinatorics 2021-04-23

Abstract The 5‐even subgraph cycle double cover conjecture (5‐CDC conjecture) asserts that every bridgeless graph has a cover. A shortest even of is family subgraphs which all the edges and sum their lengths minimum. It conjectured an with total length at most . In this paper, we study those two conjectures for weak oddness 2 cubic graphs present sufficient condition such to have 5‐CDC containing member many vertices. As corollary, show satisfying 4‐even ‐cover We also girth least 30 thus it

10.1002/jgt.23164 article EN Journal of Graph Theory 2024-08-11

Abstract It is conjectured by Berge and Fulkerson that every bridgeless cubic graph has six perfect matchings such each edge contained in exactly two of them . Let be a permutation with 2‐factor A circuit ‐alternating if matching ‐linked it contains an length at most 12. proved this paper ‐ linked Berge–Fulkerson colorable As application, the conjecture verified for some families snarks constructed Abreu et al., Brinkmann Hägglund al.

10.1002/jgt.22720 article EN Journal of Graph Theory 2021-07-20
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