百晓学者学者目录

陈家民

副教授、研究员、讲师，贵州师范大学

精选作品

期刊论文

2026

HMMF-MPP: Hierarchical multi-modal fusion with mixture-of-experts for molecular property prediction

Jiamin Chen, Zhenpeng Wu, Weihua Ou, Wenhui Xiao, Guihua Duan

Information Sciences

DOI

2026

Attribute-decoupled graph neural architecture search for discrete point anomaly detection

Jiamin Chen, Zhenpeng Wu, Tairan Huang, X. L. Zhang, Siyang Xiao, Weihua Ou

Expert Systems with Applications

DOI

2026

DSA-GNAS: graph neural architecture search with deep semantic adaptation of large language models

Siyang Xiao, Jiamin Chen, Zixiao Wu, Shuqing Wu, Jianliang Gao

Knowledge and Information Systems

DOI

2025

Heterogeneous graph completion collaborative network for attribute-missing heterogeneous graph representation learning

Yuanjun Yang, Weihua Ou, Sichao Fu, Jiamin Chen, Yunshun Wu

Expert Systems With Applications，Vol. 290

DOI

2025

Asymmetric augmented paradigm-based graph neural architecture search

Zhenpeng Wu, Jiamin Chen, Raeed Al-Sabri, Babatounde Moctard Oloulade, Jianliang Gao

Information Processing & Management，Vol. 62, No. 1

DOI

2025

Drug Repositioning Based on Expert Knowledge Augmented Graph Neural Network

Zhenpeng Wu, Cheng Yan, Jiamin Chen, Siyang Xiao, Jianliang Gao

IEEE Journal of Biomedical and Health Informatics

DOI

2025

Improving the representational power of graph neural networks via mixed substructure learning

Zhenpeng Wu, Jiamin Chen, Jianliang Gao

Information Fusion

DOI

2025

Spectral adversarial attack on graph via node injection

Weihua Ou, Yiyu Y. Yao, Jiahao Xiong, Yunshun Wu, Xianjun Deng, Jianping Gou, Jiamin Chen

Neural Networks

DOI

2024

图神经结构搜索加速方法与应用研究

陈家民

《中南大学》

2022

Graph Neural Architecture Search: A Survey

Babatounde Moctard Oloulade, Jianliang Gao, Jiamin Chen, Tengfei Lyu, Raeed Al-Sabri

Tsinghua Science and Technology

研究方向

基于图表示学习的生物信息学，自动机器学习，大语言模型应用

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