黄亚群｜云南大学｜学者主页

2026

DFGNet: A dual-pathway graph neural network via frequency decomposition for spatiotemporal forecasting

Jinpeng Xu, Jing Yang, Yaqun Huang, Lip Yee Por, Xiaotong Chen, Chunna Zhao

Expert Systems With Applications，Vol. 297

DOI

2026

Causal Mask in Transformer via Transfer Entropy Estimation from Vector Autoregressive Learning for Multivariate Time Series Forecasting

Chengli Zhou, Zicheng Wang, Yaqun Huang, Dapeng Tao, Chunna Zhao

International Journal of Neural Systems

DOI

2026

Robust fractional-order automatic differentiation and its applications in neural networks

Xiaojun Zhou, Chunna Zhao, Yaqun Huang

Neurocomputing

DOI

2026

AdaMultiGAN: an adaptive multiscale decoding framework for few-shot image generation

Yu Luo, Chunna Zhao, Yaqun Huang

Multimedia Systems

DOI

2026

A time–frequency dual-path network for multivariate time series forecasting via dynamic variable clustering and adaptive frequency modeling

Junjie Ye, Chunna Zhao, Yaqun Huang

The Computer Journal

DOI

2026

TriAlignNet: A triple-path cross-modality alignment framework for multimodal time series forecasting

Junjie Ye, Chunna Zhao, Yaqun Huang

Neural Networks

DOI

2026

Learning multi-pattern collaboration in multivariate time series via patch-GCN and time-attention

Xinming Gong, Qianyang He, Junjie Ye, Yaqun Huang, Chunna Zhao

Information Sciences

DOI

2025

面向工科专业的数学实验课程“四元两融合”教学改革探索

苏茜，黄亚群，张怀雄，黎鹏

《软件导刊》

2025

基于优化模型的蔬菜类商品定价与补货决策

苏茜，何暄暄，卢玥，黄亚群

《软件导刊》

2025

Fractional-order matrix differentiation and its application in artificial neural networks

Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Ke Xiang

Neurocomputing

DOI

2025

Adaptive hierarchical feature fusion and Hadamard product LSTM for multivariate time series forecasting

Yaoyuan Yang, Chunna Zhao, Yaqun Huang

The Journal of Supercomputing

DOI

2025

Tlsam: multi-scale long-short trend fusion model for long-term multi-variable time series prediction

Zhijiang Wang, Chunna Zhao, Yaqun Huang, Jihao Zhang, Jilong Lan

Knowledge and Information Systems

DOI

2025

CVACL-MA: Comprehensive variate analysis and collaborative learning with multi-adapter for multivariate time series forecasting

Junjie Ye, Chengli Zhou, Xiaojun Zhou, Yaqun Huang, Chunna Zhao

Pattern Recognition

DOI

2025

DFGCN: Decoupled dual-flow dynamic graph convolutional network for multivariate time series forecasting

Junjie Ye, Jinhong Li, Rui Su, Sen Yang, Yaqun Huang, Chunna Zhao

Knowledge-Based Systems

DOI

2025

Dual-stream interactive networks with pearson-mask awareness for multivariate time series forecasting

Junjie Ye, Jinhong Li, Chunna Zhao, Chengli Zhou, Xiaojun Zhou, Yaqun Huang

Neural Networks

DOI

2025

DCCMamba: A Dual-stream Cross-time and Cross-feature with Mamba for Multivariate Time Series Forecasting

Senlin Liang, Zhuoyue Wang, Chunna Zhao, Yaqun Huang, Jinpeng Xu, Yaoyuan Yang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

MFFCNN: multi-scale fractional Fourier transform convolutional neural network for multivariate time series forecasting

Wuqi Chen, Junjie Ye, Chunna Zhao, Yaqun Huang

The Journal of Supercomputing

DOI

2025

PDENet: A High-Precision Forest Fire Detection Network Enabled by Dual-Stream Hierarchical and Elastic Response

Qinwen Li, Haiyan Li, Yaqun Huang, Hao Ji

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

DFDR-NLNet: A dual-frequency differentiated representation non-local network for photovoltaic panel segmentation

Yi-Tong Fu, Hai-Yan Li, Peng-Fei Yu, Yaqun Huang, Wen Zeng

Applied Energy

DOI

2025

Enhanced forest fire detection via dynamic multiscale fusion and contextual partial cross features

Lili Wang, Lei Guo, Hai-Yan Li, Bingbing He, Jun-Dong Yang, Yaqun Huang

Engineering applications of artificial intelligence

DOI

2024

A Novel Transformer Architecture for Time Series Forecasting: Integrating DP Block and Sequence Slicing Attention

Jilong Lan, Jihao Zhang, Zhijiang Wang, Chunna Zhao, Yaqun Huang

DOI

2024

VPformer: Multivariate Time Series Forecasting with Variable Correlation and Triple Patch Correlation Transformer

Zhijiang Wang, Yaqun Huang, Chunna Zhao, Chengli Zhou

Lecture notes in computer science

DOI

2024

Dual path transformer with element-wise attention and group cross-aggregation network for medical image segmentation

Jie Cai, Haiyan Li, Habib Zaidi, Hao Zhou, Yaqun Huang

Computers & Electrical Engineering

DOI

2024

Improved fractional-order gradient descent method based on multilayer perceptron

Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye

Neural Networks

DOI

2024

Fractional order Lipschitz recurrent neural network with attention for long time series prediction

Zelong Zhu, Chunna Zhao, Yaqun Huang

Journal of Physics Conference Series

DOI

2024

FLRNN-FGA: Fractional-Order Lipschitz Recurrent Neural Network with Frequency-Domain Gated Attention Mechanism for Time Series Forecasting

Chunna Zhao, Junjie Ye, Zelong Zhu, Yaqun Huang

Fractal and Fractional

DOI

2023

结合门控融合网络和残差傅里叶变换重建太阳斑点图

黄亚群，郑培煜，蒋慕蓉，杨磊，罗俊

《计算机科学》

2023

结合GAN和风格迁移的太阳斑点图重建方法

黄亚群，罗俊，蒋慕蓉，杨磊，郑培煜

《计算机技术与发展》

2023

Fractional Order Sequential Minimal Optimization Classification Method

Chunna Zhao, Licai Dai, Yaqun Huang

Fractal and Fractional

DOI

2023

A Deep Learning Optimizer Based on Grünwald–Letnikov Fractional Order Definition

Xiaojun Zhou, Chunna Zhao, Yaqun Huang

Mathematics

DOI

2022

基于混合深度模型的虚假信息早期检测

黄皓，周丽华，黄亚群，姜懿庭

《山东大学学报(工学版)》

2022

基于加权PageRank的异质网络影响力最大化

韩婷，周丽华，黄亚群，姜懿庭

《计算机技术与发展》

2022

结合稳像补帧与VIBE算法的抖动视频前景目标提取方法

刘新富，蒋慕蓉，黄亚群，张占伟，周莹瑛

《计算机科学》

2022

Stock Prediction Model Based on Mixed Fractional Brownian Motion and Improved Fractional-Order Particle Swarm Optimization Algorithm

Hongwen Hu, Chunna Zhao, Jing Li, Yaqun Huang

Fractal and Fractional

DOI

2022

Formal Verification of Fractional-Order PID Control Systems Using Higher-Order Logic

Chunna Zhao, Murong Jiang, Yaqun Huang

Fractal and Fractional

DOI

2022

Multivariate Time Series Deep Spatiotemporal Forecasting with Graph Neural Network

Zichao He, Chunna Zhao, Yaqun Huang

Applied Sciences

DOI

2022

A Combined Model for Multivariate Time Series Forecasting Based on MLP-Feedforward Attention-LSTM

Yuntong Liu, Chunna Zhao, Yaqun Huang

IEEE Access

DOI

2021

利用透射率与场景深度实现带雾图像能见度检测

张鼎，蒋慕蓉，黄亚群

《计算机科学》

2021

玉米自交系成熟期籽粒含水相关性状综合评价

郑云霄，高小宽，袁凡，刘强，黄亚群，赵永锋，贾晓艳，祝丽英，陈景堂，郭晋杰

《种子》

DOI

2021

不同种植密度下玉米籽粒容重全基因组关联分析

袁凡，郑云霄，刘强，黄亚群，刘涵，赵永锋，贾晓艳，祝丽英，陈景堂，郭晋杰

《农业生物技术学报》

2020

玉米花期性状的全基因组关联分析

李真，刘文童，杨硕，郭晋杰，赵永锋，黄亚群，陈景堂，祝丽英

《分子植物育种》

DOI

2020

玉米穗部性状及其一般配合力的关联分析

刘文童，监立强，郭晋杰，赵永锋，黄亚群，陈景堂，祝丽英

《植物遗传资源学报》

DOI

2020

依托建模竞赛探索数学实验教学新模式

苏茜，黄亚群，张怀雄，蒋慕蓉

《云南大学学报(自然科学版)》

2020

A Multi-component Attribute Network Embedding for Link Prediction

Tong Huang, Lihua Zhou, Jin Kao Zhao, Yaqun Huang, Kevin Lü

IEEE Conference on Business Informatics

DOI

2020

Influence Maximization Based on Community Closeness in Social Networks

Qingqing Wu, Lihua Zhou, Yaqun Huang

Communications in computer and information science

DOI

2020

Correction to: Influence Maximization Based on Community Closeness in Social Networks

Qingqing Wu, Lihua Zhou, Yaqun Huang

Communications in computer and information science

DOI

2019

基于高密度连锁图谱定位玉米株高QTL

刘敬贤，黄亚群，陈景堂，祝丽英，赵永锋，郭晋杰

《江苏农业科学》

DOI

2019

结合SFS和双目模型的单幅图像深度估计算法

赵子阳，蒋慕蓉，黄亚群，郝健宇，曾科

《计算机科学》

2019

系泊系统状态参数优化设计

朱瑞超，黄亚群，覃亮，张开甲，苏茜，蒋慕蓉

《实验科学与技术》

2019

基于4个测交群体玉米籽粒品质相关性状关联分析

郭晋杰，刘文斯，郑云霄，刘函，赵永锋，祝丽英，黄亚群，贾晓艳，陈景堂

《农业生物技术学报》

2019

Formalization of Fractional Flow Component in Higher-Order Logic Theorem Proving

Chunna Zhao, Murong Jiang, Yaqun Huang

DOI

2019

Fractional Order Edge Detection Method

Die Li, Chunna Zhao, Murong Jiang, Yaqun Huang, Yinghua Li

IEEE International Conference on Communication Software and Networks

DOI

2018

基于形态学滤波和邻域搜索的掌纹主线提取方法

李海燕，潘培哲，唐一吟，余鹏飞，黄亚群，陈建华

《计算机应用与软件》

2018

基于校园网的“试验设计与统计分析”开放试题库建设探索

祝丽英，李喜焕，黄亚群，常金华

《河北农业大学学报(社会科学版)》

2018

提高应用类课程教学效果的途径——以“生物统计与试验设计”为例

李喜焕，祝丽英，黄亚群，常金华

《河北农业大学学报(社会科学版)》

2018

两种密度条件下玉米雄穗分枝数全基因组关联分析

杜宇茜，杨莎，祝丽英，赵永锋，黄亚群，陈景堂，郭晋杰

《分子植物育种》

2018

基于非线性规划的太阳影子定位技术研究

黄亚群，李星宇，任莹莹，田润，张怀雄，苏茜

《实验科学与技术》

2018

Scatter Inpainting Algorithm for Rain or Snow Removal in a Single Image

Jianyu Hao, Murong Jiang, Yaqun Huang, Yuan Bai, Yuanhang Wang

IEEE International Conference on Computer and Communications (ICCC)

DOI

2018

Deep Video Foreground Target Extraction with Complex Scenes

Die Li, Murong Jiang, Yuan Fang, Yaqun Huang, Chunna Zhao

DOI

2018

Using AdaBoost and Combinational Binarization to Position Text Region Automatically for Low-Contrast Image

Gongqin Liu, Murong Jiang, Yaqun Huang, Jianyu Hao, Ke Zeng, Ziyang Zhao

IEEE International Conference on Image, Vision and Computing (ICIVC)

DOI

2015

A Novel Ebola Virus Spreading Mode

Yaqun Huang, Haiyan Li, Yiming Cao, Ao Wang, Yang Pang, Xiaobing Zhou

International Conference on Computer, Mechatronics, Control and Electronic Engineering

DOI

2015

An Improved Texture Synthesis Algorithm

Yuanyuan Pu, Dan Xu, Wenhua Qian, Yaqun Huang, Youyan Dan

Lecture notes in computer science

DOI

2013

Feature Extraction and Analysis for Scientific Understanding of Visual Art

Yi Zhang, Yuanyuan Pu, Yaqun Huang, Dan Xu, Qian Wenhua

International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics)

DOI

2013

Combination Synchronization of Three Identical or Different Nonlinear Complex Hyperchaotic Systems

Xiaobing Zhou, Murong Jiang, Yaqun Huang

Entropy

DOI

2013

qComputer System Architectureq Experimental Teaching Reform

Jun Yang, Qian Huang, Hui Lv, Ying Yuan, Yaqun Huang

DOI

2012

Experimental teaching of “computer system architecture”- Innovative experimental teaching

Jun Yang, Qian Huang, Hui Min Lv, Ying Yuan, Yaqun Huang

National Conference for Engineering Sciences

DOI

2010

Spectral Simulation Analysis of Doppler Ultrasound Blood Flow Signals from Local Expansion Artery

Lifang Wang, Yaqun Huang, Yalin Tao, Yaohua Zhou

International Forum on Information Technology and Applications

DOI

精选作品

期刊论文

DFGNet: A dual-pathway graph neural network via frequency decomposition for spatiotemporal forecasting

Causal Mask in Transformer via Transfer Entropy Estimation from Vector Autoregressive Learning for Multivariate Time Series Forecasting

Robust fractional-order automatic differentiation and its applications in neural networks

AdaMultiGAN: an adaptive multiscale decoding framework for few-shot image generation

A time–frequency dual-path network for multivariate time series forecasting via dynamic variable clustering and adaptive frequency modeling

TriAlignNet: A triple-path cross-modality alignment framework for multimodal time series forecasting

Learning multi-pattern collaboration in multivariate time series via patch-GCN and time-attention

面向工科专业的数学实验课程“四元两融合”教学改革探索

基于优化模型的蔬菜类商品定价与补货决策

Fractional-order matrix differentiation and its application in artificial neural networks

Adaptive hierarchical feature fusion and Hadamard product LSTM for multivariate time series forecasting

Tlsam: multi-scale long-short trend fusion model for long-term multi-variable time series prediction

CVACL-MA: Comprehensive variate analysis and collaborative learning with multi-adapter for multivariate time series forecasting

DFGCN: Decoupled dual-flow dynamic graph convolutional network for multivariate time series forecasting

Dual-stream interactive networks with pearson-mask awareness for multivariate time series forecasting

DCCMamba: A Dual-stream Cross-time and Cross-feature with Mamba for Multivariate Time Series Forecasting

MFFCNN: multi-scale fractional Fourier transform convolutional neural network for multivariate time series forecasting

PDENet: A High-Precision Forest Fire Detection Network Enabled by Dual-Stream Hierarchical and Elastic Response

DFDR-NLNet: A dual-frequency differentiated representation non-local network for photovoltaic panel segmentation

Enhanced forest fire detection via dynamic multiscale fusion and contextual partial cross features

A Novel Transformer Architecture for Time Series Forecasting: Integrating DP Block and Sequence Slicing Attention

VPformer: Multivariate Time Series Forecasting with Variable Correlation and Triple Patch Correlation Transformer

Dual path transformer with element-wise attention and group cross-aggregation network for medical image segmentation

Improved fractional-order gradient descent method based on multilayer perceptron

Fractional order Lipschitz recurrent neural network with attention for long time series prediction

FLRNN-FGA: Fractional-Order Lipschitz Recurrent Neural Network with Frequency-Domain Gated Attention Mechanism for Time Series Forecasting

结合门控融合网络和残差傅里叶变换重建太阳斑点图

结合GAN和风格迁移的太阳斑点图重建方法

Fractional Order Sequential Minimal Optimization Classification Method

A Deep Learning Optimizer Based on Grünwald–Letnikov Fractional Order Definition

基于混合深度模型的虚假信息早期检测

基于加权PageRank的异质网络影响力最大化

结合稳像补帧与VIBE算法的抖动视频前景目标提取方法

Stock Prediction Model Based on Mixed Fractional Brownian Motion and Improved Fractional-Order Particle Swarm Optimization Algorithm

Formal Verification of Fractional-Order PID Control Systems Using Higher-Order Logic

Multivariate Time Series Deep Spatiotemporal Forecasting with Graph Neural Network

A Combined Model for Multivariate Time Series Forecasting Based on MLP-Feedforward Attention-LSTM

利用透射率与场景深度实现带雾图像能见度检测

玉米自交系成熟期籽粒含水相关性状综合评价

不同种植密度下玉米籽粒容重全基因组关联分析

玉米花期性状的全基因组关联分析

玉米穗部性状及其一般配合力的关联分析

依托建模竞赛探索数学实验教学新模式

A Multi-component Attribute Network Embedding for Link Prediction

Influence Maximization Based on Community Closeness in Social Networks

Correction to: Influence Maximization Based on Community Closeness in Social Networks

基于高密度连锁图谱定位玉米株高QTL

结合SFS和双目模型的单幅图像深度估计算法

系泊系统状态参数优化设计

基于4个测交群体玉米籽粒品质相关性状关联分析

Formalization of Fractional Flow Component in Higher-Order Logic Theorem Proving

Fractional Order Edge Detection Method

基于形态学滤波和邻域搜索的掌纹主线提取方法

基于校园网的“试验设计与统计分析”开放试题库建设探索

提高应用类课程教学效果的途径——以“生物统计与试验设计”为例

两种密度条件下玉米雄穗分枝数全基因组关联分析

基于非线性规划的太阳影子定位技术研究

Scatter Inpainting Algorithm for Rain or Snow Removal in a Single Image

Deep Video Foreground Target Extraction with Complex Scenes

Using AdaBoost and Combinational Binarization to Position Text Region Automatically for Low-Contrast Image

A Novel Ebola Virus Spreading Mode

An Improved Texture Synthesis Algorithm

Feature Extraction and Analysis for Scientific Understanding of Visual Art

Combination Synchronization of Three Identical or Different Nonlinear Complex Hyperchaotic Systems

qComputer System Architectureq Experimental Teaching Reform

Experimental teaching of “computer system architecture”- Innovative experimental teaching

Spectral Simulation Analysis of Doppler Ultrasound Blood Flow Signals from Local Expansion Artery

预印本

A fractional-order adaptive numerical scheme for nonlinear optimization problems

AOFGD：Adaptive order fractional gradient descent method

研究方向