李平｜西南石油大学｜学者主页

2026

模体增强图神经网络的社交机器人检测

王建波，陈家龙，许小可，李平

《计算机工程与应用》

2026

基于图频率分解与多频注意力的节点分类方法

夏皓凡，李平

《计算机应用研究》

DOI

2025

Power system state estimation based on graph contrastive learning

Ping Li, Zhen Dai, Mengzhen Wang, Zhenyu Wang

Expert Systems With Applications，Vol. 270

DOI

2025

CRGAT: Contextualized Relational Graph Attention Network for Knowledge Graph Completion

Jiawen Liu, Xueyan Zhong, Ruoxiang Yang, Ping Li

Communications in computer and information science

DOI

2025

Porous rock permeability quantification: A superpixel-driven graph neural network method for pore region analysis

Xinlin Zhao, Yuan Zhong, Ping Li

Gondwana Research

DOI

2025

Observer-free source detection in temporal networks with graph neural networks

Peichao Tang, Jianbo Wang, Xiao-Ke Xu, Shi Feng, Ping Li, Yuan Bai, Zhanwei Du

Physica A Statistical Mechanics and its Applications

DOI

2025

CWIIIF: A Novel Algorithm for Identifying Influential Nodes in Multilayer Networks

Jianbo Wang, Yu Luo, Zhanwei Du, Ping Li, Xiao-Ke Xu

IEEE Transactions on Computational Social Systems

DOI

2025

Epidemic spread dynamics in multilayer networks: Probing the impact of information outbreaks and reception games

Jianbo Wang, Huang He, Ping Li, Zhanwei Du, Xiaoke Xu

Chaos An Interdisciplinary Journal of Nonlinear Science

DOI

2025

Denoising Structure against Adversarial Attacks on Graph Representation Learning

Na Chen, Ping Li, Jincheng Huang, Kai Zhang

ACM Transactions on Intelligent Systems and Technology

DOI

2025

双侧鲁棒增强的图节点分类模型

沈雅文，李平

《指挥与控制学报》

DOI

2024

Enriching molecular graph representation via substructure learning

Honghao Wang, Acong Zhang, Ping Li

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2024

Chain-aware graph neural networks for molecular property prediction

Honghao Wang, Acong Zhang, Yuan Zhong, Junlei Tang, Kai Zhang, Ping Li

Bioinformatics

DOI

2024

RTG-GNN: A novel rock topology-guided approach for permeability prediction using graph neural networks

Xinlin Zhao, Zhong Yuan, Ping Li

Geoenergy Science and Engineering

DOI

2024

DPGCL: Dual pass filtering based graph contrastive learning

Rui Huang, Ping Li, Kai Zhang

Neural Networks

DOI

2024

Building Shortcuts between Distant Nodes with Biaffine Mapping for Graph Convolutional Networks

Acong Zhang, Jincheng Huang, Ping Li, Kai Zhang

ACM Transactions on Knowledge Discovery from Data

DOI

2024

HSEGRL：一种分层可自解释的图表示学习模型

李平，宋舒寒，张园，曹华伟，叶笑春，唐志敏

《计算机研究与发展》

2024

基于多组件图神经网络的多元序列因果推断

张有兴，李平，乌嵘，杨晓丽，李玉东，孟亮

《西华师范大学学报(自然科学版)》

2023

Hub-hub connections matter: Improving edge dropout to relieve over-smoothing in graph neural networks

Rui Huang, Ping Li

Knowledge-Based Systems

DOI

2023

Dual channel group-aware graph convolutional networks for collaborative filtering

Jinsong Zhao, Kaiwen Huang, Ping Li

Applied Intelligence

DOI

2023

Revisiting the Role of Heterophily in Graph Representation Learning: An Edge Classification Perspective

Jincheng Huang, Ping Li, Rui Huang, Na Chen, Acong Zhang

ACM Transactions on Knowledge Discovery from Data

DOI

2023

Graph neural network modeling for ethane recovery evaluation in RSV process

Xiaoming Chen, Chuanping Wang, Rong Wu, Yingze Han, Rui Huang, Ping Li, Xueyan Zhong, Yuan Zhong

Geoenergy Science and Engineering

DOI

2023

基于交互图神经网络的方面级多模态情感分析

李丽，李平

《计算机应用研究》

2023

基于时空特征增强图卷积网络的骨架行为识别

曹毅，吴伟官，李平，夏宇，高清源

《电子与信息学报》

2022

Latent graph learning with dual-channel attention for relation extraction

Guogen Tang, Ping Li, Yupeng He, Yan Chen, Yuan Zhong, Fangji Gan

Knowledge-Based Systems

DOI

2022

Traffic-GGNN: Predicting Traffic Flow via Attentional Spatial-Temporal Gated Graph Neural Networks

Yang Wang, Jin Zheng, Yuqi Du, Cheng Huang, Ping Li

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

CateReg: category regularization of graph convolutional networks based collaborative filtering

Kaiwen Huang, Jie Gong, Ping Li, Jinsong Zhao

Applied Intelligence

DOI

2022

Graph regression for pressure peak prediction in fracturing processes

Wei Zhang, Yu‐Peng He, Ping Li, Yuan Zhong, Jin Zheng

Journal of Petroleum Science and Engineering

DOI

2021

Boosting semi-supervised network representation learning with pseudo-multitasking

Biao Wang, Zhen Dai, Deshun Kong, Lanlan Yu, Jin Zheng, Ping Li

Applied Intelligence

DOI

2021

Dynamic Periodic Location Encounter Network Analysis for Vehicular Social Networks

Yuan Zhong, Kun Hua, Ping Li, Dan Deng, Xiaorong Liu, Yan Chen

IEEE Transactions on Vehicular Technology

DOI

2021

Detecting change points in dynamic networks by measuring cluster stability

Lanlan Yu, Biao Wang, Luojie Huang, Zhen Xiang Dai, Yang Yang, Yan Chen, Ping Li

International Journal of Modern Physics C

DOI

2021

Dynamic community discovery via common subspace projection

Lanlan Yu, Ping Li, Jie Zhang, Jürgen Kurths

New Journal of Physics

DOI

2021

Context-aware Graph Collaborative Recommendation Without Feature Entanglement

Tianyi Gu, Ping Li, Kaiwen Huang

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2020

Dig users’ intentions via attention flow network for personalized recommendation

Yan Chen, Yongfang Dai, Xiulong Han, Yi Ge, Hong Yin, Ping Li

Information Sciences

DOI

2020

GSSA: Pay attention to graph feature importance for GCN via statistical self-attention

Jin Zheng, Yang Wang, Wanjun Xu, Zilu Gan, Ping Li, Jiancheng Lv

Neurocomputing

DOI

2020

Change Point Detection in Dynamic Networks Based on Community Identification

Tingting Zhu, Ping Li, Lanlan Yu, Kaiqi Chen, Yan Chen

IEEE Transactions on Network Science and Engineering

DOI

2019

Succinct Representation of Dynamic Networks

Kaiqi Chen, Lanlan Yu, Tingting Zhu, Ping Li, Jürgen Kurths

IEEE Transactions on Knowledge and Data Engineering

DOI

2019

Influential node ranking via randomized spanning trees

Zhen Xiang Dai, Ping Li, Yan Chen, Kai Zhang, Jie Zhang

Physica A Statistical Mechanics and its Applications

DOI

2019

Single document keyword extraction via quantifying higher-order structural features of word co-occurrence graph

Yan Chen, Jie Wang, Ping Li, Peilun Guo

Computer Speech & Language

DOI

2017

Bipartite centrality diffusion: Mining higher-order network structures via motif-vertex interactions

Ping Li, Kaiqi Chen, Yi Ge, Kai Zhang, MICHAEL P. SMALL

Europhysics Letters (EPL)

DOI

2016

Finding Communities by Their Centers

Yan Chen, Pei Zhao, Ping Li, Kai Zhang, Jie Zhang

Scientific Reports

DOI

2016

Community Size Effects on Epidemic Spreading in Multiplex Social Networks

Ting Liu, Ping Li, Yan Chen, Jie Zhang

PLoS ONE

DOI

2016

Role of structural holes in containing spreading processes

Ping Li, Xian Sun, Kai Zhang, Jie Zhang, Jürgen Kurths

Physical review. E

DOI

2015

Social boundary of any two nodes in a social network

Shilin Fan, Ping Li, Yan Chen, Lixue Chen

IEEE International Conference on Cybernetics and Intelligent Systems and IEEE Conference on Robotics, Automation and Mechatronics (CIS-RAM)

DOI

2014

Coevolutionary dynamics of opinion propagation and social balance: The key role of small-worldness

Yan Chen, Lixue Chen, Xian Sun, Kai Zhang, Jie Zhang, Ping Li

The European Physical Journal B

DOI

2013

Degree-based attacks are not optimal for desynchronization in general networks

Ping Li, Xian Sun, Kai Zhang, Jie Zhang, MICHAEL P. SMALL

Physical Review E

DOI

精选作品

期刊论文

模体增强图神经网络的社交机器人检测

基于图频率分解与多频注意力的节点分类方法

Power system state estimation based on graph contrastive learning

CRGAT: Contextualized Relational Graph Attention Network for Knowledge Graph Completion

Porous rock permeability quantification: A superpixel-driven graph neural network method for pore region analysis

Observer-free source detection in temporal networks with graph neural networks

CWIIIF: A Novel Algorithm for Identifying Influential Nodes in Multilayer Networks

Epidemic spread dynamics in multilayer networks: Probing the impact of information outbreaks and reception games

Denoising Structure against Adversarial Attacks on Graph Representation Learning

双侧鲁棒增强的图节点分类模型

Enriching molecular graph representation via substructure learning

Chain-aware graph neural networks for molecular property prediction

RTG-GNN: A novel rock topology-guided approach for permeability prediction using graph neural networks

DPGCL: Dual pass filtering based graph contrastive learning

Building Shortcuts between Distant Nodes with Biaffine Mapping for Graph Convolutional Networks

HSEGRL：一种分层可自解释的图表示学习模型

基于多组件图神经网络的多元序列因果推断

Hub-hub connections matter: Improving edge dropout to relieve over-smoothing in graph neural networks

Dual channel group-aware graph convolutional networks for collaborative filtering

Revisiting the Role of Heterophily in Graph Representation Learning: An Edge Classification Perspective

Graph neural network modeling for ethane recovery evaluation in RSV process

基于交互图神经网络的方面级多模态情感分析

基于时空特征增强图卷积网络的骨架行为识别

Latent graph learning with dual-channel attention for relation extraction

Traffic-GGNN: Predicting Traffic Flow via Attentional Spatial-Temporal Gated Graph Neural Networks

CateReg: category regularization of graph convolutional networks based collaborative filtering

Graph regression for pressure peak prediction in fracturing processes

Boosting semi-supervised network representation learning with pseudo-multitasking

Dynamic Periodic Location Encounter Network Analysis for Vehicular Social Networks

Detecting change points in dynamic networks by measuring cluster stability

Dynamic community discovery via common subspace projection

Context-aware Graph Collaborative Recommendation Without Feature Entanglement

Dig users’ intentions via attention flow network for personalized recommendation

GSSA: Pay attention to graph feature importance for GCN via statistical self-attention

Change Point Detection in Dynamic Networks Based on Community Identification

Succinct Representation of Dynamic Networks

Influential node ranking via randomized spanning trees

Single document keyword extraction via quantifying higher-order structural features of word co-occurrence graph

Bipartite centrality diffusion: Mining higher-order network structures via motif-vertex interactions

Finding Communities by Their Centers

Community Size Effects on Epidemic Spreading in Multiplex Social Networks

Role of structural holes in containing spreading processes

Social boundary of any two nodes in a social network

Coevolutionary dynamics of opinion propagation and social balance: The key role of small-worldness

Degree-based attacks are not optimal for desynchronization in general networks

预印本

Construction of Historical Knowledge Graphs Based on BERT and Graph Neural Networks

Steering Graph Neural Networks with Pinning Control

SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space

Non-Local Feature Aggregation on Graphs via Latent Fixed Data Structures

研究方向