Author

Qinxue Tian

Peking University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 3

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:statistical model· 3 Research Focus:trajectory inference· 3 Approach:benchmark study· 2 Research Focus:cell-cell communication· 2 Approach:deep learning· 2 Assay:scRNA-seq· 2 Assay:spatial transcriptomics· 2 Research Focus:benchmarking· 1

Frequent Co-Authors

Peijie ZhouiD· 3 shared Zhenyi ZhangiD· 3 shared Zihan Wang· 3 shared Xueya Zhou· 2 shared Baichuan Zhou· 1 shared Han Hou· 1 shared Jiantao SheniD· 1 shared Jiaqi Han· 1 shared

Activity by Year

2026-2026 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

3 shared papersBioinformatics

Peijie ZhouORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Virtual dynamics of spatiotemporal single-cell interactions

Zhenyi Zhang, Zihan Wang, Qinxue Tian, Han Hou, Jiaqi Han, Jiantao Shen, Yuhao Sun, Xueya Zhou, Qiangwei Peng, Qing Nie, Tiejun Li, Peijie Zhou

CytoBridge reconstructs continuous virtual cell dynamics from sparse spatial transcriptomic data across development, regeneration, and neurodegeneration.

bioRxiv · Nov 6, 2026 · PreprintBioinformatics

Building virtual cell dynamics that evolve with biological measurements

Zhenyi Zhang, Zihan Wang, Qinxue Tian, Baichuan Zhou, Zhou Tianyu, Qing Hua Nie, Peijie Zhou

CellCompass, an agentic AI system, models cell dynamics from single-cell measurements and improves predictions by integrating new biological constraints and experimental data.

bioRxiv · Oct 27, 2026 · PreprintBioinformatics

Benchmarking zero-shot single-cell foundation model embeddings for cellular dynamics reconstruction

Xueya Zhou, Zihan Wang, Yue Ling, Qinxue Tian, Zhenyi Zhang, Yongge Li, Luonan Chen, Peijie Zhou

This study benchmarks zero-shot single-cell foundation model embeddings for cellular dynamics reconstruction and finds they underperform a traditional HVG baseline in capturing complex temporal patterns.

bioRxiv · Mar 12, 2026 · PreprintBioinformatics