Peijie Zhou

According to our database, Peijie Zhou authored at least 17 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Beyond Continuity: Simulation-free Reconstruction of Discrete Branching Dynamics from Single-cell Snapshots.

Junda Ying, Yuxuan Wang, Bowen Yang, Peijie Zhou, Lei Zhang

CoRR, May, 2026

WFR-MFM: One-Step Inference for Dynamic Unbalanced Optimal Transport.

Xinyu Wang, Ruoyu Wang, Qiangwei Peng, Peijie Zhou, Tiejun Li

CoRR, January, 2026

WFR-FM: Simulation-Free Dynamic Unbalanced Optimal Transport.

Qiangwei Peng, Zihan Wang, Junda Ying, Yuhao Sun, Qing Nie, Lei Zhang, Tiejun Li, Peijie Zhou

CoRR, January, 2026

CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data.

Yue Ling, Peiqi Zhang, Zhenyi Zhang, Peijie Zhou

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

HIT-MHAD.

Peijie Zhou

Dataset, August, 2025

Joint Velocity-Growth Flow Matching for Single-Cell Dynamics Modeling.

Dongyi Wang, Yuanwei Jiang, Zhenyi Zhang, Xiang Gu, Peijie Zhou, Jian Sun

CoRR, May, 2025

Variational Regularized Unbalanced Optimal Transport: Single Network, Least Action.

Yuhao Sun, Zhenyi Zhang, Zihan Wang, Tiejun Li, Peijie Zhou

CoRR, May, 2025

Modeling Cell Dynamics and Interactions with Unbalanced Mean Field Schrödinger Bridge.

Zhenyi Zhang, Zihan Wang, Yuhao Sun, Tiejun Li, Peijie Zhou

CoRR, May, 2025

Integrating Dynamical Systems Modeling with Spatiotemporal scRNA-Seq Data Analysis.

Zhenyi Zhang, Yuhao Sun, Qiangwei Peng, Tiejun Li, Peijie Zhou

Entropy, 2025

Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport.

Zhenyi Zhang, Tiejun Li, Peijie Zhou

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Publisher Correction: Reconstructing growth and dynamic trajectories from single-cell transcriptomics data.

Yutong Sha, Yuchi Qiu, Peijie Zhou, Qing Nie

Nat. Mac. Intell., 2024

Reconstructing growth and dynamic trajectories from single-cell transcriptomics data.

Yutong Sha, Yuchi Qiu, Peijie Zhou, Qing Nie

Nat. Mac. Intell., 2024

The Mode and Strategy of Generative Artificial Intelligence Enabling Teaching from the Perspective of Human-Computer Collaboration.

Peijie Zhou, Haixia Xu, Yang Tan

Proceedings of the IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, 2024

Trends and Challenges of Educational Application of Generative Artificial Intelligence.

Peijie Zhou, Haixia Xu, Yang Tan, Meilan Liu, Xia Zhou, Wenbo Xiong, Jianrong Li

Proceedings of the 2024 3rd International Conference on Artificial Intelligence and Education, 2024

2023

On the Mathematics of RNA Velocity II: Algorithmic Aspects.

Tiejun Li, Yizhuo Wang, Guoguo Yang, Peijie Zhou

CoRR, 2023

2022

DURIAN: an integrative deconvolution and imputation method for robust signaling analysis of single-cell transcriptomics data.

Mathew Karikomi, Peijie Zhou, Qing Nie

Briefings Bioinform., 2022

Integrating single-cell datasets with ambiguous batch information by incorporating molecular network features.

Ji Dong, Peijie Zhou, Yichong Wu, Yidong Chen, Haoling Xie, Yuan Gao, Jiansen Lu, Jingwei Yang, Xiannian Zhang, Lu Wen, Tiejun Li, Fuchou Tang

Briefings Bioinform., 2022