Minsheng Hao

Joined

July 2022

Names

Minsheng Hao (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Automation, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2020 – 2025

Undergrad student

Automation, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

Present

bioinformatics

Present

Publications

TFcomb identifies transcription factor combinations for cellular reprogramming based on single-cell multiomics data
Chen Li, Sijie Chen, Yixin Chen, Haiyang Bian, Minsheng Hao, Lei Wei, Xuegong Zhang
- Crossref
- Readers: Everyone
Multi-modal Diffusion Model with Dual-Cross-Attention for Multi-Omics Data Generation and Translation
Erpai Luo, Lei Wei, Minsheng Hao, Xuegong Zhang, Qiao Liu
- Crossref
- Readers: Everyone
Learning multi-cellular representations of single-cell transcriptomics data enables characterization of patient-level disease states
Tianyu Liu, Edward De Brouwer, Tony Kuo, Nathaniel Lee Diamant, Missarova Alsu, Minsheng Hao, Hanchen, Hector Corrada Bravo, Gabriele Scalia, Aviv Regev, Graham Heimberg
- AIDrugX Poster
- Readers: Everyone
QueST: Querying Functional and Structural Niches on Spatial Transcriptomics data via Contrastive Subgraph Embedding
Mo Chen, Minsheng Hao, Lei Wei, Xuegong Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GeST: Towards Building A Generative Pretrained Transformer for Learning Cellular Spatial Context
Minsheng Hao, Haiyang Bian, Nan Yan, Yixin Chen, Lei Wei, Xuegong Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Large-scale foundation model on single-cell transcriptomics
Minsheng Hao, Jing Gong, Xin Zeng, Chiming Liu, Yucheng Guo, Xingyi Cheng, Taifeng Wang, Jianzhu Ma, Xuegong Zhang, Le Song
- Crossref
- Readers: Everyone
STEM enables mapping of single-cell and spatial transcriptomics data with transfer learning
Minsheng Hao, Erpai Luo, Yixin Chen, Yanhong Wu, Chen Li, Sijie Chen, Haoxiang Gao, Haiyang Bian, Jin Gu, Lei Wei, Xuegong Zhang
- Crossref
- Readers: Everyone
scMulan: A Multitask Generative Pre-Trained Language Model for Single-Cell Analysis
Haiyang Bian, Yixin Chen, Xiaomin Dong, Chen Li, Minsheng Hao, Sijie Chen, Jinyi Hu, Maosong Sun, Lei Wei, Xuegong Zhang
- RECOMB 2024
- Readers: Everyone
MMA-RNN: A multi-level multi-task attention-based recurrent neural network for discrimination and localization of atrial fibrillation
Yifan Sun, Jingyan Shen, Yunfan Jiang, Zhaohui Huang, Minsheng Hao, Xuegong Zhang
- Biomed. Signal Process. Control. 2024
- Readers: Everyone
scDiffusion: conditional generation of high-quality single-cell data using diffusion model
Erpai Luo, Minsheng Hao, Lei Wei, Xuegong Zhang
- CoRR 2024
- Readers: Everyone

View all 16 publications

Co-Authors

View all 42 co-authors