胡鹏伟｜新疆师范大学｜学者主页

2026

scKDGM: KAN-guided Dynamic Graph Masked Learning for Single-Cell RNA-seq Clustering

Jun Tang, Pengwei Hu, Si-Cong Gao, Jie Guo, Lun Hu, Xin Luo

arXiv.org

DOI

2026

From Self-supervised Pre-training to Confounder-Aware Refinement: A New Approach for miRNA-Drug Association Prediction

Runzhou Tang, Xiaobo Zhu, Xi Zhou, Jun Zhang, Lun Hu, Pengwei Hu

International Conference on Intelligent Computing

DOI

2026

Fuzzy Mixture-of-Experts Aggregation for Organoid Identification With Multiscale State Space Features

Xun Deng, Pengwei Hu, Thomas Herget, Feng Tan, Xiaobo Zhu, Jun Zhang, Yu-An Huang, Lun Hu, Zhuhong You, Xin Luo

IEEE transactions on fuzzy systems

DOI

2026

MMC-Det: Structure-Preserving and Morphology-Aware Detection for Organoids in Bright-Field Microscopy

Xu Lin, Denghui Liu, Xiaobo Zhu, Xi Zhou, Jun Zhang, Le Tong, Lun Hu, Pengwei Hu

International Conference on Intelligent Computing

DOI

2026

MsOrgDet: A Multi-scale Progressive Fusion Network for Organoid Object Detection

Zhipeng Shang, Xiao-Bo Zhu, Xi Zhou, Jun Zhang, Le Tong, Lun Hu, Pengwei Hu

Proceedings of the 2026 6th International Conference on Bioinformatics and Intelligent Computing

DOI

2026

DeShiftNet: a deformable-shifted cross-attention network for lightweight and robust organoid image segmentation

Le Tong, Tao Shu, Xinrui Zhuang, Jing-Rui Bai, Lun Hu, Feng Tan, Yu-An Huang, Zhuhong You, Pengwei Hu

BMC Bioinformatics

DOI

2026

Dual-granularity feature learning reveals static and dynamic mechanisms of ncRNA-drug interactions.

Runzhou Tang, Xi Zhou, Yujie Qi, Xiaobo Zhu, Yu-An Huang, Lun Hu, Zhuhong You, Pengwei Hu

IEEE journal of biomedical and health informatics

DOI

2025

CLORG: A contrastive learning-based framework for morphological representation and classification of organoids

Yafang Wei, Pengwei Hu, Xun Deng, Feng Tan, Thomas Herget, Mei Gao, Lun Hu, Xin Luo

Array

DOI

2025

A knowledge-driven deep learning framework for organoid morphological segmentation and characterization

Yi-Ming Qin, Jiajia Li, Yin Heng, Zhe-Yuan Wang, Dezhi Wu, Mahir Rahman, Pengwei Hu, Tobias Plötz, Alexander V. Hopp, Nicholas A. Kurniawan, Mathias Winkel, Philipp H. P. Harbach, Chun-Ling Tang, Feng Tan

BMC Biology

DOI

2025

Organfit: a multi-scale convolutional model with ellipse fitting for organoid identification

Le Tong, Xinran Li, Tao Shu, Xun Deng, Feng Tan, Zemin Kuang, Yu-An Huang, Zhuhong You, Lun Hu, Pengwei Hu, Wei Du

Complex & Intelligent Systems

DOI

2025

Leveraging 3D Molecular Spatial Visual Information and Multi‐Perspective Representations for Drug Discovery

Zimai Zhang, Xi Zhou, Yujie Qi, Xiaobo Zhu, Xun Deng, Feng Tan, Yu-An Huang, Lun Hu, Zhuhong You, Pengwei Hu

Advancement of science

DOI

2024

Multi-Axis Attention with Convolution Parallel Block for Organoid Segmentation

Pengwei Hu, Xun Deng, Feng Tan, Lun Hu

IEEE CAA J. Autom. Sinica

DOI

2024

Editorial: Computing and artificial intelligence in digital therapeutics

Pengwei Hu, Lun Hu, Fei Wang, Jing Mei

Frontiers in Medicine

DOI

2023

基于强化学习的药物分子设计与优化

胡鹏伟

《南昌大学》

2023

TransOrga: End-To-End Multi-modal Transformer-Based Organoid Segmentation

Yiming Qin, Jiajia Li, Yulong Chen, Zi-Kai Wang, Yu-An Huang, Zhu-Hong You, Lun Hu, Pengwei Hu, Feng Tan

International Conference on Intelligent Computing

DOI

2023

Learning RNA sequence patterns to interpretably identify m6A modification sites

Guo-Dong Li, Bo-Wei Zhao, Xiaorui Su, Yue Yang, Pengwei Hu, Lun Hu

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2023

Artificial intelligence accelerates multi-modal biomedical process: A Survey

Jiajia Li, Xue Han, Yiming Qin, Feng Tan, Yu-Long Chen, Zi-Kai Wang, Haitao Song, Xi Zhou, Yuan Zhang, Lun Hu, Pengwei Hu

Neurocomputing

DOI

胡鹏伟

精选作品

期刊论文

scKDGM: KAN-guided Dynamic Graph Masked Learning for Single-Cell RNA-seq Clustering

From Self-supervised Pre-training to Confounder-Aware Refinement: A New Approach for miRNA-Drug Association Prediction

Fuzzy Mixture-of-Experts Aggregation for Organoid Identification With Multiscale State Space Features

MMC-Det: Structure-Preserving and Morphology-Aware Detection for Organoids in Bright-Field Microscopy

MsOrgDet: A Multi-scale Progressive Fusion Network for Organoid Object Detection

DeShiftNet: a deformable-shifted cross-attention network for lightweight and robust organoid image segmentation

Dual-granularity feature learning reveals static and dynamic mechanisms of ncRNA-drug interactions.

CLORG: A contrastive learning-based framework for morphological representation and classification of organoids

A knowledge-driven deep learning framework for organoid morphological segmentation and characterization

Organfit: a multi-scale convolutional model with ellipse fitting for organoid identification

Leveraging 3D Molecular Spatial Visual Information and Multi‐Perspective Representations for Drug Discovery

Multi-Axis Attention with Convolution Parallel Block for Organoid Segmentation

Editorial: Computing and artificial intelligence in digital therapeutics

基于强化学习的药物分子设计与优化

TransOrga: End-To-End Multi-modal Transformer-Based Organoid Segmentation

Learning RNA sequence patterns to interpretably identify m6A modification sites

Artificial intelligence accelerates multi-modal biomedical process: A Survey

研究方向