Guojian Zou - Publications, H-index & Citations

Guojian Zou

shanghai normal university

11H指数

24论文数

792被引数

收录论文 15

发表时间

SIGNAL: Synergistic multi-granularity semantic alignment learning for multimodal recommendation 信号：多模态推荐中协同多粒度语义对齐学习

Expert Systems with Applications

IF7.5

2026-08-19

PREAI

Meizi Li; Hang Gao; Bo Zhang; Yang Yu; Guojian Zou; Ling Ding

Physics-informed deep operator network for traffic state estimation 基于物理信息深度算子网络的交通状态估计

TRANSPORTMETRICA B-TRANSPORT DYNAMICS

IF3.4

2025-12-31

PREAI

Li, Zhihao; Wang, Ting; Zou, Guojian; Wang, Ruofei; Li, Ye

Spatiotemporal Graph Convolutional Attention Network for Air Quality Index Prediction of Beijing, Shanghai and Shenzhen 时空图卷积注意力网络用于北京、上海和深圳空气质量指数预测

ATMOSPHERE

IF2.3

2025-11-21

PREAI

Li, Dong; Han, Houzeng; Yu, Hang; Wang, Jian; Liu, Mengmeng; Zou, Guojian; Wang, Lei

Dual contrastive learning-based hypergraph convolutional network for aspect-based sentiment classification 基于双对比学习的超图卷积网络用于基于方面的情感分类

Knowledge-Based Systems

IF7.6

2025-10-24

PREAI

Xinyi Ju; Ling Ding; Ru Yang; Chang Guo; Guojian Zou; Bo Zhang; Meizi Li

Adaptive Deployment of Fixed Traffic Detectors Based on Attention Mechanism 基于注意力机制的固定交通检测器自适应部署

SYSTEMS

IF3.1

2025-10-09

OAAI

Zhao, Wenzhi; Wang, Ting; Zou, Guojian; Wang, Honggang; Li, Ye

Multi-scale feature-aware spatiotemporal graph convolutional network for highway traffic flow prediction 多尺度特征感知时空图卷积网络用于高速公路交通流量预测

transportmetrica a transport science

IF0

2025-09-01

PREAI

Ting Wang; Ye Li; Hao Lyu; Guojian Zou; Rongjun Cheng; Jingjue Bao

Spatiotemporal networks for multi-city and multi-task air pollutant prediction ——Beijing, Shanghai and Shenzhen as examples 时空网络在多城市多任务空气污染物预测中的应用——以北京、上海和深圳为例

Urban Climate

IF6.9

2025-08-21

PREAI

Dong Li; Lei Wang; Jian Wang; Cai Chen; Xingxing Xiao; Guojian Zou

PI-STGnet: Physics-integrated spatiotemporal graph neural network with fundamental diagram learner for highway traffic flow prediction Pi-stgnet: 具有基本图学习器的物理集成时空图神经网络，用于公路交通流预测

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Wang, Ting; Ngoduy, Dong; Zou, Guojian; Dantsuji, Takao; Liu, Zongshi; Li, Ye

A novel spatio-temporal generative inference network for predicting the long-term highway traffic speed 一种用于预测长期公路交通速度的新型时空生成推理网络

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2023-09-01

PREAI

Zou, Guojian; Lai, Ziliang; Ma, Changxi; Li, Ye; Wang, Ting

A spatial correlation prediction model of urban PM2.5 concentration based on deconvolution and LSTM

NEUROCOMPUTING

IF6.5

2023-08-01

OAAI

Zhang, Bo; Liu, Yuan; Yong, RuiHan; Zou, Guojian; Yang, Ru; Pan, Jianguo; Li, Maozhen

Impact Evaluation of Cyberattacks on Connected and Automated Vehicles in Mixed Traffic Flow and Its Resilient and Robust Control Strategy 网络攻击对混合交通流中连联和自动化车辆的影响评估及其弹性和鲁棒控制策略

SENSORS

IF3.5

2022-12-21

OAAI

Wang, Ting; Tu, Meiting; Lyu, Hao; Li, Ye; Orfila, Olivier; Zou, Guojian; Gruyer, Dominique

RCL-Learning: ResNet and convolutional long short-term memory-based air concentration model Rcl-learning: 基于ResNet和卷积长短期记忆的空气浓度模型

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-11-01

PREAI

Zhang, Bo; Zou, Guojian; Qin, Dongming; Ni, Qin; Mao, Hongwei; Li, Maozhen

FDN-learning: Urban PM2.5-concentration Spatial Correlation Prediction Model Based on Fusion Deep Neural Network

BIG DATA RESEARCH

IF4.2

2021-11-01

PREAI

Zou, Guojian; Zhang, Bo; Yong, Ruihan; Qin, Dongming; Zhao, Qin

A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2021-04-01

PREAI

Zhang, Bo; Zou, Guojian; Qin, Dongming; Lu, Yunjie; Jin, Yupeng; Wang, Hui

A Novel Combined Prediction Scheme Based on CNN and LSTM for Urban PM2.5 Concentration

IEEE ACCESS

IF3.6

2019-01-01

200

OAAI

Qin, Dongming; Yu, Jian; Zou, Guojian; Yong, Ruihan; Zhao, Qin; Zhang, Bo

研究方向