Pengfei Jiao

Pengfei Jiao

Tianjin University

H-index: 21

Asia-China

About Pengfei Jiao

Pengfei Jiao, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at Tianjin University, specializes in the field of Probabilistic Graphical Models, Graph Neural Network, Network Embedding, Temporal Networks, Recommender System.

His recent articles reflect a diverse array of research interests and contributions to the field:

HGN2T: A Simple but Plug-and-Play Framework Extending HGNNs on Heterogeneous Temporal Graphs

Hybrid-FHR: a multi-modal AI approach for automated fetal acidosis diagnosis

Contrastive representation learning on dynamic networks

Link prediction in bipartite networks via effective integration of explicit and implicit relations

A deep contrastive framework for unsupervised temporal link prediction in dynamic networks

Fine-tuned Personality Federated Learning for Graph Data

Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning

VGGM: Variational Graph Gaussian Mixture Model for Unsupervised Change Point Detection in Dynamic Networks

Pengfei Jiao Information

University

Position

___

Citations(all)

1716

Citations(since 2020)

1621

Cited By

406

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

37

i10Index(since 2020)

34

Email

University Profile Page

Tianjin University

Google Scholar

View Google Scholar Profile

Pengfei Jiao Skills & Research Interests

Probabilistic Graphical Models

Graph Neural Network

Network Embedding

Temporal Networks

Recommender System

Top articles of Pengfei Jiao

Title

Journal

Author(s)

Publication Date

HGN2T: A Simple but Plug-and-Play Framework Extending HGNNs on Heterogeneous Temporal Graphs

IEEE Transactions on Big Data

Huan Liu

Pengfei Jiao

Xuan Guo

Huaming Wu

Mengzhou Gao

...

2024/2/1

Hybrid-FHR: a multi-modal AI approach for automated fetal acidosis diagnosis

BMC Medical Informatics and Decision Making

Zhidong Zhao

Jiawei Zhu

Pengfei Jiao

Jinpeng Wang

Xiaohong Zhang

...

2024/1/22

Contrastive representation learning on dynamic networks

Neural Networks

Pengfei Jiao

Hongjiang Chen

Huijun Tang

Qing Bao

Long Zhang

...

2024/6

Link prediction in bipartite networks via effective integration of explicit and implicit relations

Neurocomputing

Xue Chen

Chaochao Liu

Xiaobo Li

Ying Sun

Wei Yu

...

2024/1/21

A deep contrastive framework for unsupervised temporal link prediction in dynamic networks

Information Sciences

Pengfei Jiao

Xinxun Zhang

Zehao Liu

Long Zhang

Huaming Wu

...

2024/5/1

Fine-tuned Personality Federated Learning for Graph Data

IEEE Transactions on Big Data

Meiting Xue

Zian Zhou

Pengfei Jiao

Huijun Tang

2024/1/19

Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning

Pengfei Jiao

Hongqian Chen

Qing Bao

Wang Zhang

Huaming Wu

2024/3

VGGM: Variational Graph Gaussian Mixture Model for Unsupervised Change Point Detection in Dynamic Networks

IEEE Transactions on Information Forensics and Security

Xinxun Zhang

Pengfei Jiao

Mengzhou Gao

Tianpeng Li

Yiming Wu

...

2024/3

Enhancing Network Alignment through Multi-Scale Information Fusion

Zhihao Chen

Pengfei Jiao

Yinghui Wang

Huijun Tang

Jilin Zhang

2023/12/1

Heterogeneous Link Prediction via Mutual Information Maximization Between Node Pairs

Yifan Lu

Zehao Liu

Mengzhou Gao

Pengfei Jiao

2023/7/22

Neighborhood overlap-aware heterogeneous hypergraph neural network for link prediction

Pattern Recognition

Yifan Lu

Mengzhou Gao

Huan Liu

Zehao Liu

Wei Yu

...

2023/12/1

Identifying fetal status with fetal heart rate: Deep learning approach based on long convolution

Computers in Biology and Medicine

Zhixin Zhou

Zhidong Zhao

Xianfei Zhang

Xiaohong Zhang

Pengfei Jiao

...

2023/6/1

MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries

arXiv preprint arXiv:2311.10380

Shuai Wang

Tengjin Weng

Jingyi Wang

Yang Shen

Zhidong Zhao

...

2023/11/17

A lightweight fetal distress-assisted diagnosis model based on a cross-channel interactive attention mechanism

Frontiers in Physiology

Yanjun Deng

Yefei Zhang

Zhixin Zhou

Xianfei Zhang

Pengfei Jiao

...

2023/3/6

Temporal Graph Representation Learning with Adaptive Augmentation Contrastive

Hongjiang Chen

Pengfei Jiao

Huijun Tang

Huaming Wu

2023/9/17

Representation Learning on Heterostructures via Heterogeneous Anonymous Walks

IEEE Transactions on Neural Networks and Learning Systems

Xuan Guo

Pengfei Jiao

Wang Zhang

Ting Pan

Mengyu Jia

...

2023/1/10

DT-CTNet: A clinically interpretable diagnosis model for fetal distress

Biomedical Signal Processing and Control

Yefei Zhang

Yanjun Deng

Xianfei Zhang

Pengfei Jiao

Xiaohong Zhang

...

2023/9/1

Role-oriented representation learning via fusioning local and higher-order feature

Knowledge-Based Systems

Ming Du

Pengfei Jiao

Huijun Tang

Wang Zhang

Jian Wu

2023/12/20

Improvement of accuracy and resilience in fhr classification via double trend accumulation encoding and attention mechanism

Biomedical Signal Processing and Control

Zhixin Zhou

Zhidong Zhao

Xiaohong Zhang

Xianfei Zhang

Pengfei Jiao

2023/8/1

Green parallel online offloading for DSCI-type tasks in IoT-edge systems

IEEE Transactions on Industrial Informatics

Junqi Chen

Huaming Wu

Ruidong Li

Pengfei Jiao

2022/4/19

See List of Professors in Pengfei Jiao University(Tianjin University)

Co-Authors

H-index: 40
Di Jin

Di Jin

Tianjin University

H-index: 38
Carlo Vittorio Cannistraci

Carlo Vittorio Cannistraci

Tsinghua University

H-index: 31
Huaming Wu

Huaming Wu

Tianjin University

H-index: 30
Dongxiao He

Dongxiao He

Tianjin University

H-index: 29
Yingkui Wang

Yingkui Wang

Tianjin University

H-index: 29
Guangquan Xu

Guangquan Xu

Tianjin University

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