Dafang Zhang - Publications, H-index & Citations

Dafang Zhang

Hunan University

29H指数

231论文数

3.0K被引数

收录论文 39

发表时间

Context Perception Attention Generative Adversarial Network with Large Foundation Models for Alzheimer's Disease Risk Prediction 基于大型基础模型的阿尔茨海默病风险预测上下文感知注意力生成对抗网络

IEEE Transactions on Medical Imaging

IF9.8

2026-08-24

PREAI

Zhaoxu Xing; Da-Fang Zhang; Kun Xie; Wenli Chen; Xia-An Bi; Tianming Liu

Matrix Reshaping for Reduced Sensing Cost and Improved Data Inference in Sparse Mobile Sensing Environments 矩阵重塑以降低稀疏移动传感环境中的传感成本并改善数据推理

IEEE Transactions on Mobile Computing

IF9.2

2025-11-13

PREAI

Jiazheng Tian; Kun Xie; Jigang Wen; Dafang Zhang; Guangxing Zhang; Xiaoxiao Liu; Gaogang Xie

Influence Mechanism of Ce2O3 Refining Slag on Inclusions in 65Si2CrV Valve Spring Steel

METALLURGICAL AND MATERIALS TRANSACTIONS B-PROCESS METALLURGY AND MATERIALS PROCESSING SCIENCE

IF3.1

2025-10-01

PREAI

Chen, Hao-Jia; Xia, Ling; Li, Yang; Yang, Hao; Li, Wen-Yu; Wang, Ya-Hang; Zhang, Da-Fang; Jiang, Zhou-Hua

Uncovering Malicious Accounts in Open Mobile Social Networks Using a Graph- and Text-Based Attention Fusion Algorithm

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-10-01

PREAI

Tang, Yuting; Zhang, Dafang; Liang, Wei; Li, Kuan-Ching; Li, Keqin

Bilinear Perceptual Fusion Algorithm Based on Brain Functional and Structural Data for ASD Diagnosis and Regions of Interest Identification

INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES

IF3.9

2024-09-10

PREAI

Fang, Jinxiong; Zhang, Da-fang; Xie, Kun; Xu, Luyun; Bi, Xia-an

M2STL: Multi-Range Multi-Level Spatial-Temporal Learning Model for Network Traffic Prediction M2STL: 用于网络流量预测的多范围多层次时空学习模型

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2024-09-01

PREAI

Xie, Ruotian; Wen, Jigang; Chen, Xiaodi; Xie, Kun; Liang, Wei; Xiong, Naixue; Zhang, Dafang; Xie, Gaogang; Li, Kenli

Dynamic multi-scale spatial-temporal graph convolutional network for traffic flow prediction 用于交通流预测的动态多尺度时空图卷积网络

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2024-09-01

PREAI

Hu, Na; Zhang, Dafang; Xie, Kun; Liang, Wei; Li, Kuan-Ching; Zomaya, Albert Y.

A Light-Weight and Robust Tensor Convolutional Autoencoder for Anomaly Detection

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-09-01

PREAI

Li, Xiaocan; Xie, Kun; Wang, Xin; Xie, Gaogang; Li, Kenli; Cao, Jiannong; Zhang, Dafang; Wen, Jigang

Predicting Drug-Target Interactions Via Dual-Stream Graph Neural Network 通过双流图神经网络预测药物-靶标相互作用

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2024-07-01

PREAI

Li, Yuhui; Liang, Wei; Peng, Li; Zhang, Dafang; Yang, Cheng; Li, Kuan-Ching

DMSTG: Dynamic Multiview Spatio-Temporal Networks for Traffic Forecasting DMSTG: 用于交通预测的动态多视图时空网络

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-06-01

PREAI

Diao, Zulong; Wang, Xin; Zhang, Dafang; Xie, Gaogang; Chen, Jianguo; Pei, Changhua; Meng, Xuying; Xie, Kun; Zhang, Guangxing

DSTGCS: an intelligent dynamic spatial-temporal graph convolutional system for traffic flow prediction in ITS DSTGCS: 智能动态时空图卷积系统，用于itc中的交通流预测

SOFT COMPUTING

IF2.5

2024-01-13

PREAI

Hu, Na; Zhang, Dafang; Liang, Wei; Li, Kuan-Ching; Castiglione, Arcangelo

A Novel Attention-Based Dynamic Multi-Graph Spatial-Temporal Graph Neural Network Model for Traffic Prediction 基于注意力的动态多图时空图神经网络流量预测模型

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2024-01-01

PREAI

Diao, Chunyan; Zhang, Dafang; Liang, Wei; Jiang, Man; Li, Kuanching

Spatial-Temporal Aware Inductive Graph Neural Network for C-ITS Data Recovery

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2023-08-01

PREAI

Liang, Wei; Li, Yuhui; Xie, Kun; Zhang, Dafang; Li, Kuan-Ching; Souri, Alireza; Li, Keqin

FaceIDP: Face Identification Differential Privacy via Dictionary Learning Neural Networks

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Ou, Lu; He, Yi; Liao, Shaolin; Qin, Zheng; Hong, Yuan; Zhang, Dafang; Jia, Xiaohua

Tripartite Graph Aided Tensor Completion For Sparse Network Measurement

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2023-01-01

PREAI

Li, Xiaocan; Xie, Kun; Wang, Xin; Xie, Gaogang; Li, Kenli; Cao, Jiannong; Zhang, Dafang; Wen, Jigang

A Novel Spatial-Temporal Multi-Scale Alignment Graph Neural Network Security Model for Vehicles Prediction

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2023-01-01

PREAI

Diao, Chunyan; Zhang, Dafang; Liang, Wei; Li, Kuan-Ching; Hong, Yujie; Gaudiot, Jean-Luc

Multi-View Matrix Factorization for Sparse Mobile Crowdsensing

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-12-15

PREAI

Li, Xiaocan; Xie, Kun; Xie, Gaogang; Li, Kenli; Cao, Jiannong; Zhang, Dafang; Wen, Jigang

Multi-range bidirectional mask graph convolution based GRU networks for traffic prediction 基于多范围双向掩膜图卷积的GRU网络流量预测

JOURNAL OF SYSTEMS ARCHITECTURE

IF4.1

2022-12-01

PREAI

Hu, Na; Zhang, Dafang; Xie, Kun; Liang, Wei; Diao, Chunyan; Li, Kuan-Ching

Efficiently Inferring Top-k Largest Monitoring Data Entries Based on Discrete Tensor Completion

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2021-12-01

PREAI

Tian, Jiazheng; Xie, Kun; Wang, Xin; Xie, Gaogang; Li, Kenli; Wen, Jigang; Zhang, Dafang; Cao, Jiannong

Graph learning-based spatial-temporal graph convolutional neural networks for traffic forecasting 基于图学习的时空图卷积神经网络交通预测

CONNECTION SCIENCE

IF3.4

2021-11-30

PREAI

Hu, Na; Zhang, Dafang; Xie, Kun; Liang, Wei; Hsieh, Meng-Yen

研究方向