计华｜山东师范大学｜学者主页

2025

MIE-GAT: Multi-perspective Information Enhancement for Slice-based Image Retrieval in Multi-modal Medical Diagnosis

Yuan Li, Yin-Jian Zhao, Minghao Wang, Xia Feng, Qian Peng, Airu Yin, Hua Ji

International Conference on Multimedia Retrieval

DOI

2025

Enhanced safety helmet detection through optimized YOLO11: addressing complex scenarios and lightweight design

Xin Li, Hua Ji

Journal of Real-Time Image Processing

DOI

2025

Knowledge-enhanced and structure-enhanced representation learning for protein-ligand binding affinity prediction

Mei Li, Ye Cao, Xiao-Guang Liu, Hua Ji

Pattern Recognition

DOI

2025

LDA-GCN: Localized Differential Attention for Graph Convolutional Network

Guicai Yang, Min Lu, Hua Ji, Guoyu Wang, Jiwen Xie, Xianjin Yan

International Conference on Computer Supported Cooperative Work in Design

DOI

2025

RFT: recurrent and Fourier transform for large hole image inpainting

Xuemei Wang, Hua Ji

International Conference on Electronics Technology and Artificial Intelligence (ETAI)

DOI

2024

Causal Subgraph Learning for Generalizable Inductive Relation Prediction

Mei Li, Xiao-Guang Liu, Hua Ji, Shuangjia Zheng

Knowledge Discovery and Data Mining

DOI

2024

Research on Cross-modal image-text Retrieval Method based on multi-module graph structure

Fuling Wang, Li Liu, Hua Ji, Xinchen Dai

International Conference on Information Technology in Medicine and Education

DOI

2023

Structure-Aware Graph Attention Diffusion Network for Protein–Ligand Binding Affinity Prediction

Mei Li, Ye Cao, Xiao-Guang Liu, Hua Ji

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Metapath-aggregated heterogeneous graph neural network for drug-target interaction prediction

Mei Li, Xiangrui Cai, Sihan Xu, Hua Ji

Briefings Bioinform.

DOI

2022

A Coarse-to-Fine Morphological Approach with Knowledge-Based Rules and Self-Adapting Correction for Lung Nodules Segmentation

Xin Fu, Jiayin Zheng, Juanyun Mai, Yanbo Shao, Minghao Wang, Linyu Li, Zhaoqi Diao, Yu-Long Chen, Jian-Yu Xiao, Ji’an You, Airu Yin, Yang Yang, Xi Qiu, Jin-Sheng Tao, Bo Wang, Hua Ji

International Conference on Information Photonics

DOI

2022

MHSnet: Multi-head and Spatial Attention Network with False-Positive Reduction for Lung Nodule Detection

Juanyun Mai, Minghao Wang, Jiayin Zheng, Yanbo Shao, Zhaoqi Diao, Xin-Liang Fu, Yu-Long Chen, Jian-Yu Xiao, Jian You, Airu Yin, Yang Yang, Xiangcheng Qiu, Jin-Sheng Tao, Bo Wang, Hua Ji

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2022

LIDP: A Lung Image Dataset with Pathological Information for Lung Cancer Screening

Yanbo Shao, Minghao Wang, Juanyun Mai, Xin-Liang Fu, Mei Li, Jiayin Zheng, Zhaoqi Diao, Airu Yin, Yu-Long Chen, Jian-Yu Xiao, Jian You, Yang Yang, Xiangcheng Qiu, Jin-Sheng Tao, Bo Wang, Hua Ji

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2022

Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning

Xiangrui Cai, Jin-Sheng Tao, Shi-Xiong Wang, Zhiyu Wang, Jia-Xian Wang, Mei Li, Hong Wang, Xixiang Tu, Hao Yang, Jianbing Fan, Hua Ji

AAAI Conference on Artificial Intelligence

DOI

2022

Heterogeneous Graph Attention Network for Drug-Target Interaction Prediction

Mei Li, Xiangrui Cai, Linyu Li, Sihan Xu, Hua Ji

International Conference on Information and Knowledge Management

DOI

2022

Contrastive Meta-Learning for Drug-Target Binding Affinity Prediction

Mei Li, Sihan Xu, Xiangrui Cai, Zhong Zhang, Hua Ji

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2022

Dual-semantic Graph Similarity Learning for Image-text Matching

Wenxin Tan, Hua Ji, Qian Liu, Ming Jin

International Conference on Automation, Robotics and Computer Engineering (ICARCE)

DOI

2020

Modality-Dependent Cross-Modal Retrieval Based on Graph Regularization

Guanhua Wang, Hua Ji, Dexin Kong, Na Zhang

Mobile Information Systems

DOI

2019

Exemplar-based image inpainting using angle-aware patch matching

Na Zhang, Hua Ji, Li Liu, Guanhua Wang

EURASIP Journal on Image and Video Processing

DOI

2019

Learning Kernel-Based Robust Disturbance Dictionary for Face Recognition

Biwei Ding, Hua Ji

Applied Sciences

DOI

2018

Hypergraph-Based Discrete Hashing Learning for Cross-Modal Retrieval

Dianjuan Tang, Hui Jie Cui, Dan Shi, Hua Ji

Lecture notes in computer science

DOI

2016

基于关联属性主成分分析的SVM技术应用于Web Spam分类

韩缤，计华

《信息技术与信息化》

2015

一种基于邻域粗糙集的多标记加权分类算法

马文，计华

《山东师范大学学报(自然科学版)》

2015

Web Spam特征分析及其检测技术研究

计华

《山东师范大学》

2015

Analysis on the content features and their correlation of web pages for spam detection

Hua Ji, Huaxiang Zhang

China Communications

DOI

2014

基于I2C距离和标记相关性的多标记场景分类

郝虹，计华，张化祥，刘丽

《计算机科学》

2013

用于多标记学习的局部顺序分类器链算法

邱继钊，计华，张化祥

《计算机应用研究》

2012

基于聚类优化的RBF神经网络多标记学习算法

冯新营，计华，张化祥

《山东大学学报(理学版)》

2012

Transfer Learning from Unlabeled Data via Neural Networks

Huaxiang Zhang, Hua Ji, Xiaoqin Wang

Neural Processing Letters

DOI

2011

基于最近邻原则的半监督聚类算法

计华，张化祥，孙晓燕

《计算机工程与设计》

2011

基于AdaBoost的欠抽样集成学习算法

孙晓燕，张化祥，计华

《山东大学学报(工学版)》

2011

Classification with Local Clustering in Imbalanced Data Sets

Hua Ji, Hua Xiang Zhang

Advanced materials research

DOI

2011

Improved KNN algorithm in classification of imbalanced data sets

Hua Ji

Computer Engineering and Applications Journal

2010

决策树构建方法:向前两步优于一步

张雯，张化祥，李明方，计华

《山东大学学报(理学版)》

2010

A decision tree construction approach:two-step forward is better than one

Hua Ji

Journal of Shandong University

2010

Approach to optimize threshold of ANN on imbalance datasets

Hua Ji

Computer Engineering and Applications Journal

2008

一种分阶段优化的排料算法

计华，于治楼

《计算机应用》

2008

DCT算法在嵌入式系统中的实现和优化

计华，于治楼

《信息技术与信息化》

2008

基于Internet的质量数据采集处理系统

计华，范莹，于治楼

《信息技术与信息化》

2008

金融税控一体终端的研究与设计

于治楼，计华

《信息技术与信息化》

2008

分类器组合技术的多样性研究

范莹，计华，张化祥

《信息技术与信息化》

2008

无线烟草零售信息管理系统的研究

于治楼，计华

《信息技术与信息化》

2008

An Optimizing Nesting Algorithm with Heuristic Search Based on Binary Trees

Hua Ji, Zhilou Yu

DOI

2007

基于多IP核复用SoC芯片的可靠性研究

于治楼，施慧彬，计华

《信息技术与信息化》

2001

优化排料算法的研究与实现

计华，刘弘

《小型微型计算机系统》

1998

使用C语言得到键盘编码的一个实例

计华

《信息技术与信息化》

1998

C语言图形方式下的彩色汉字显示技术

计华

《数智技术研究与应用》

精选作品

期刊论文

MIE-GAT: Multi-perspective Information Enhancement for Slice-based Image Retrieval in Multi-modal Medical Diagnosis

Enhanced safety helmet detection through optimized YOLO11: addressing complex scenarios and lightweight design

Knowledge-enhanced and structure-enhanced representation learning for protein-ligand binding affinity prediction

LDA-GCN: Localized Differential Attention for Graph Convolutional Network

RFT: recurrent and Fourier transform for large hole image inpainting

Causal Subgraph Learning for Generalizable Inductive Relation Prediction

Research on Cross-modal image-text Retrieval Method based on multi-module graph structure

Structure-Aware Graph Attention Diffusion Network for Protein–Ligand Binding Affinity Prediction

Metapath-aggregated heterogeneous graph neural network for drug-target interaction prediction

A Coarse-to-Fine Morphological Approach with Knowledge-Based Rules and Self-Adapting Correction for Lung Nodules Segmentation

MHSnet: Multi-head and Spatial Attention Network with False-Positive Reduction for Lung Nodule Detection

LIDP: A Lung Image Dataset with Pathological Information for Lung Cancer Screening

Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning

Heterogeneous Graph Attention Network for Drug-Target Interaction Prediction

Contrastive Meta-Learning for Drug-Target Binding Affinity Prediction

Dual-semantic Graph Similarity Learning for Image-text Matching

Modality-Dependent Cross-Modal Retrieval Based on Graph Regularization

Exemplar-based image inpainting using angle-aware patch matching

Learning Kernel-Based Robust Disturbance Dictionary for Face Recognition

Hypergraph-Based Discrete Hashing Learning for Cross-Modal Retrieval

基于关联属性主成分分析的SVM技术应用于Web Spam分类

一种基于邻域粗糙集的多标记加权分类算法

Web Spam特征分析及其检测技术研究

Analysis on the content features and their correlation of web pages for spam detection

基于I2C距离和标记相关性的多标记场景分类

用于多标记学习的局部顺序分类器链算法

基于聚类优化的RBF神经网络多标记学习算法

Transfer Learning from Unlabeled Data via Neural Networks

基于最近邻原则的半监督聚类算法

基于AdaBoost的欠抽样集成学习算法

Classification with Local Clustering in Imbalanced Data Sets

Improved KNN algorithm in classification of imbalanced data sets

决策树构建方法:向前两步优于一步

A decision tree construction approach:two-step forward is better than one

Approach to optimize threshold of ANN on imbalance datasets

一种分阶段优化的排料算法

DCT算法在嵌入式系统中的实现和优化

基于Internet的质量数据采集处理系统

金融税控一体终端的研究与设计

分类器组合技术的多样性研究

无线烟草零售信息管理系统的研究

An Optimizing Nesting Algorithm with Heuristic Search Based on Binary Trees

基于多IP核复用SoC芯片的可靠性研究

优化排料算法的研究与实现

使用C语言得到键盘编码的一个实例

C语言图形方式下的彩色汉字显示技术

书籍章节

Generative image inpainting using edge prediction and appearance flow

研究方向