彭朝晖｜山东大学｜学者主页

2026

基于大模型幻觉的计算机系统级实验教学项目设计研究

于龙飞，胡柞润，滕德军，赵泓尧，彭朝晖

《实验技术与管理》

DOI

2026

DAMR: Dual Adaptive Multi-Head Representation Learning for Multivariate Time Series Anomaly Detection

Yining Wang, Fujun Han, Ke Li, Shuhan Liu, Tao Chen, Zhaohui Peng

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2025

基于真实学习的大数据分析实践课程教学改革

曾琼，甘甜，栾峻峰，彭朝晖，蒋鹏，汪云海

《计算机教育》

2025

基于多模态数据架构的大数据平台建设

彭朝晖

《信息技术与标准化》

2025

“双一流”综合类高校面向计算机拔尖创新人才培养的数智化教学支撑体系构建

于龙飞，蔡晓军，宋强，彭朝晖

《计算机教育》

2025

Class-Aware Spatio-Temporal Graph Contrastive Learning for Multivariate Time Series Data

Yi-Ning Wang, Ke Li, Fujun Han, Shuhan Liu, Xuan Hou, Dejun Teng, Zhaohui Peng

Industrial Conference on Data Mining

DOI

2025

DLGAN : Time Series Synthesis Based on Dual-Layer Generative Adversarial Networks

Xuan Hou, Shuhan Liu, Zhaohui Peng, Yaohui Chu, Yue Zhang, Yining Wang

arXiv.org

DOI

2025

Stage-Diff: Stage-wise Long-Term Time Series Generation Based on Diffusion Models

Xuan Hou, Shuhan Liu, Zhaohui Peng, Yaohui Chu, Yue Zhang, Yining Wang

arXiv.org

DOI

2024

TESSM: Tree-based Selective State Space Models for Efficient Join Order Selection Learning

Yaohui Chu, Yizhe Liu, Yue Zhang, Xuan Hou, Longfei Yu, Zhaohui Peng

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2024

MHGNN: Hybrid Graph Neural Network with Mixers for Multi-interest Session-Aware Recommendation

Mingyu Cui, Zhaohui Peng, Yaohui Chu, Jikun Lu, Yashu Tan

Lecture notes in computer science

DOI

2024

Filter-Enhanced Multi-interest Network for Sequential Recommendation

Mingyu Cui, Zhaohui Peng, Yaohui Chu, Jikun Lu, Yashu Tan

Lecture notes in computer science

DOI

2022

基于评价大数据的“数据库系统”实践教学过程控制

于龙飞，程敏，彭朝晖

《计算机教育》

2022

MTAP-DK: Multivariate Time-Series Anomaly Prediction with Domain Knowledge

Liang Xue, Zhaohui Peng, Jiaqi Zhang, Fangjun Wang, Yilin Wang

2022 International Joint Conference on Neural Networks (IJCNN)

DOI

2022

Personalized Long-distance Fuel-efficient Route Recommendation Through Historical Trajectories Mining

Zhan Wang, Zhaohui Peng, Senzhang Wang, Qiao Song

ACM International Conference on Web Search and Data Mining (WSDM)

DOI

2022

Dy-HIEN

Zhenyun Hao, Jianing Hao, Zhaohui Peng, Senzhang Wang, Philip S. Yu, Xue Wang, Jian Wang

ACM International Conference on Web Search and Data Mining (WSDM)

DOI

2022

Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction

Senzhang Wang, Meiyue Zhang, Hao Miao, Zhaohui Peng, Philip S. Yu

ACM Transactions on Intelligent Systems and Technology

DOI

2021

MISS: A Multi-user Identification Network for Shared-Account Session-Aware Recommendation

Xinyu Wen, Zhaohui Peng, Shanshan Huang, Senzhang Wang, Philip S. Yu

Lecture notes in computer science

DOI

2021

AE-UPCP: Seeking Potential Membership Users by Audience Expansion Combining User Preference with Consumption Pattern

Xiaokang Xu, Zhaohui Peng, Senzhang Wang, Shanshan Huang, Philip S. Yu, Zhenyun Hao, Jian Wang, Xue Wang

Lecture notes in computer science

DOI

2021

IFP-ADAC: A Two-stage Interpretable Fault Prediction Model for Multivariate Time Series

Weilin Wang, Zhaohui Peng, Senzhang Wang, Hao Li, Min Liu, Liang Xue, Nengwei Zhang

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2021

LDFeRR: A Fuel-efficient Route Recommendation Approach for Long-distance Driving Based on Historical Trajectories

Min Liu, Zhaohui Peng, Xiao-Hui Yu, Sen-Zhang Wang, Qiao-Na Song

SDM

DOI

2020

Heterogeneous Graph Embedding for Cross-Domain Recommendation Through Adversarial Learning

Jin Li, Zhaohui Peng, Senzhang Wang, Xiaokang Xu, Philip S. Yu, Zhenyun Hao

Lecture notes in computer science

DOI

2020

Long Short-Term Memory with Sequence Completion for Cross-Domain Sequential Recommendation

Guang Yang, Xiaoguang Hong, Zhaohui Peng, Yang Xu

Lecture notes in computer science

DOI

2020

GSimRank: A General Similarity Measure on Heterogeneous Information Network

Chuanyan Zhang, Xiaoguang Hong, Zhaohui Peng

Lecture notes in computer science

DOI

2020

Recommendation with Temporal Dynamics Based on Sequence Similarity Search

Guang Yang, Xiaoguang Hong, Zhaohui Peng

International Conference on Algorithms and Architectures for Parallel Processing

DOI

2019

CDLFM: cross-domain recommendation for cold-start users via latent feature mapping

Xinghua Wang, Zhaohui Peng, Senzhang Wang, Philip S. Yu, Wenjing Fu, Xiaokang Xu, Xiaoguang Hong

Knowledge and Information Systems

DOI

2019

Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems

Wenjing Fu, Zhaohui Peng, Senzhang Wang, Yang Xu, Jin Li

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

Mutual clustering on comparative texts via heterogeneous information networks

Cao Jianping, Senzhang Wang, Danyan Wen, Zhaohui Peng, Philip S. Yu, Fei–Yue Wang

Knowledge and Information Systems

DOI

2018

Spatial Task Allocation Based on User Trajectory Prediction

Jiang Yun, Wei Ping He, Lizhen Cui, Qian Yang, Zhaohui Peng

Communications in computer and information science

DOI

2018

Cross-Domain Recommendation for Cold-Start Users via Neighborhood Based Feature Mapping

Xinghua Wang, Zhaohui Peng, Senzhang Wang, Philip S. Yu, Wenjing Fu, Xiaoguang Hong

Lecture notes in computer science

DOI

2018

SARFM: A Sentiment-Aware Review Feature Mapping Approach for Cross-Domain Recommendation

Yang Xu, Zhaohui Peng, Yupeng Hu, Xiaoguang Hong

Lecture notes in computer science

DOI

2018

Cross-Domain Recommendation for Mapping Sentiment Review Pattern

Yang Xu, Zhaohui Peng, Yupeng Hu, Xiaoguang Hong, Wenjing Fu

Lecture notes in computer science

DOI

2018

Social Image Recommendation Based on Path Relevance

Chuan-Yan Zhang, Xiaoguang Hong, Zhaohui Peng

APWeb/WAIM

DOI

2017

Review-Based Cross-Domain Recommendation Through Joint Tensor Factorization

Tianhang Song, Zhaohui Peng, Senzhang Wang, Wenjing Fu, Xiaoguang Hong, Philip S. Yu

Lecture notes in computer science

DOI

2017

Measuring the Similarity of Nodes in Signed Social Networks with Positive and Negative Links

Tianchen Zhu, Zhaohui Peng, Xinghua Wang, Xiaoguang Hong

Lecture notes in computer science

DOI

2017

HOMMIT: A Sequential Recommendation for Modeling Interest-Transferring via High-Order Markov Model

Yang Xu, Xiaoguang Hong, Zhaohui Peng, Yupeng Hu, Guang Yang

Lecture notes in computer science

DOI

2017

Measuring the relevance of different-typed objects in weighted signed heterogeneous information networks

Tianchen Zhu, Zhaohui Peng, Sen-Zhang Wang, Philip S. Yu, Xiaoguang Hong

International Conference on Computer Supported Cooperative Work in Design

DOI

2016

Temporal Recommendation via Modeling Dynamic Interests with Inverted-U-Curves

Yang Xu, Xiaoguang Hong, Zhaohui Peng, Guang Yang, Philip S. Yu

Lecture notes in computer science

DOI

2016

Maximizing the Influence Ranking Under Limited Cost in Social Network

Xiaoguang Hong, Ziyan Liu, Zhaohui Peng, Zhiyong Chen, Hui Li

Lecture notes in computer science

DOI

2015

Exploiting User Behavior Changes in Privacy Disclosure by Modified Clustering Technique

Hongchen Wu, Xinjun Wang, Zhaohui Peng, Qingzhong Li

International Journal of Security and Its Applications

DOI

2015

cluTM: Content and Link Integrated Topic Model on Heterogeneous Information Networks

Qian Wang, Zhaohui Peng, Senzhang Wang, Philip S. Yu, Qingzhong Li, Xiaoguang Hong

Lecture notes in computer science

DOI

2015

Relevance Search on Signed Heterogeneous Information Network Based on Meta-path Factorization

Min Zhu, Tianchen Zhu, Zhaohui Peng, Guang Yang, Yang Xu, Senzhang Wang, Xiangwei Wang, Xiaoguang Hong

Lecture notes in computer science

DOI

2015

Learning the Influence Probabilities Based on Multipolar Factors in Social Network

Weibo Wang, Zhaohui Peng, Zi-Yan Liu, Tianchen Zhu, Xiaoguang Hong

Knowledge Science, Engineering and Management

DOI

2015

Minimizing the Cost to Win Competition in Social Network

Zi-Yan Liu, Xiaoguang Hong, Zhaohui Peng, Zhiyong Chen, Weibo Wang, Tianhang Song

Asia-Pacific Web Conference

DOI

2014

Extractor:支持查询重构的高效数据库关键词检索系统

王新军，闫实，彭朝晖，李庆忠

《电子学报》

2014

Finding dimensions for text based on heterogeneous information network

Fei Jiang, Xiaoguang Hong, Zhaohui Peng, Qingzhong Li

IEEE International Conference on Software Engineering and Service Science (ICSESS)

DOI

2014

Integrating meta-path selection with user-preference for top-k relevant search in heterogeneous information networks

Shaoli Bu, Xiaoguang Hong, Zhaohui Peng, Qingzhong Li

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2014

Prediction in signed heterogeneous networks

Li Pan, Xinjun Wang, Zhaohui Peng, Qing-Zhong Li

International Conference on Computer Supported Cooperative Work in Design

DOI

2013

一种基于SVM和AdaBoost的Web实体信息抽取方法

孙明，陆春生，徐秀星，李庆忠，彭朝晖

《计算机应用与软件》

2013

Div-clustering: Exploring active users for social collaborative recommendation

Hongchen Wu, Xinjun Wang, Zhaohui Peng, Qingzhong Li

Journal of Network and Computer Applications

DOI

2013

LSA-PTM: A Propagation-Based Topic Model Using Latent Semantic Analysis on Heterogeneous Information Networks

Qian Wang, Zhaohui Peng, Fei Jiang, Qingzhong Li

Lecture notes in computer science

DOI

2013

A novel method for data conflict resolution using multiple rules

Yong-Xin Zhang, Qing-Zhong Li, Zhaohui Peng

Computer Science and Information Systems

DOI

2013

Web-Age Information Management

Qian Wang, Zhaohui Peng, Fei Jiang, Qing-Zhong Li

Lecture Notes in Computer Science

DOI

2012

基于Markov逻辑网的两阶段数据冲突解决方法

张永新，李庆忠，彭朝晖

《计算机学报》

2012

基于约束条件随机场的Web数据语义标注

董永权，李庆忠，丁艳辉，彭朝晖

《计算机研究与发展》

2012

Extracting Web Entity Activities Based on SVM and Extended Conditional Random Fields

Chuan-Yan ZHANG, Xiaoguang Hong, Zhaohui Peng, Qingzhong Li

Journal of Software

DOI

2012

Actively building collaborative filtering recommendation in clustered social data

Hongchen Wu, Xinjun Wang, Zhaohui Peng, Qiuyan Li

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2012

NestedCube: Towards Online Analytical Processing on Information-Enhanced Multidimensional Network

Jing Zhang, Xiaoguang Hong, Zhaohui Peng, Qingzhong Li

Lecture notes in computer science

DOI

2012

An entity-based method for XML keyword search

Chaofeng Liu, Bo Han, Xiaoguang Hong, Zhaohui Peng

DOI

2012

PointBurst: Towards a Trust-Relationship Framework for Improved Social Recommendations

Hongchen Wu, Xinjun Wang, Zhaohui Peng, Qingzhong Li, Lin Lin

Lecture notes in computer science

DOI

2012

An Automatic Approach to Harvesting Temporal Knowledge of Entity Relationships

Chuan-Yan Zhang, Xiaoguang Hong, Zhaohui Peng

DOI

2011

ETTA-IM: A deep web query interface matching approach based on evidence theory and task assignment

Dong Yongquan, Li Qingzhong, Ding Yanhui, Peng Zhaohui

Expert Systems With Applications，Vol. 38, No. 8

DOI

2011

基于协同过滤与划分聚类的改进推荐算法

吴泓辰，王新军，成勇，彭朝晖

《计算机研究与发展》

2011

Extracting Dimensions for OLAP on Multidimensional Text Databases

Chao Zhang, Xinjun Wang, Zhaohui Peng

Lecture notes in computer science

DOI

2010

基于集成学习和二维关联边条件随机场的Web数据语义标注方法

丁艳辉，李庆忠，董永权，彭朝晖

《计算机学报》

2010

MI-WDIS

Zhongmin Yan, Qingzhong Li, Shidong Zhang, Zhaohui Peng, Yongquan Dong, Yanhui Ding, Yongxin Zhang, Xiuxing Xu

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2010

A Preprocessing Technique for Keyword-Driven Analytical Processing

Jing Li, Xinjun Wang, Zhaohui Peng

International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)

DOI

2010

2D Correlative-Chain Conditional Random Fields for Semantic Annotation of Web Objects

Yanhui Ding, Qingzhong Li, Yongquan Dong, Zhaohui Peng

Journal of Computer Science and Technology

DOI

2010

A Query Interface Matching Approach Based on Extended Evidence Theory for Deep Web

Yongquan Dong, Qingzhong Li, Yanhui Ding, Zhaohui Peng

Journal of Computer Science and Technology

DOI

2010

Semantic Annotation of Web Data Based on Ensemble Learning and 2D Correlative-Chain Conditional Random Fields: Semantic Annotation of Web Data Based on Ensemble Learning and 2D Correlative-Chain Conditional Random Fields

Yan-Hui Ding, Qing-Zhong Li, Yongquan Dong, Zhaohui Peng

DOI

2009

VSM-RF: A method of relevance feedback in Keyword Search over Relational Databases

Zhaohui Peng, Jun Zhang, Shan Wang, Changliang Wang, Lizhen Cui

DOI

2009

Bring User Feedback into Keyword Search over Databases

Zhaohui Peng, Jun Zhang, Shan Wang, Changliang Wang

Web Information Systems and Applications Conference (WISA)

DOI

2009

EasyKSORD: A Platform of Keyword Search Over Relational Databases

Zhaohui Peng, Jing Li, Shan Wang

Web Information Systems and Mining

DOI

2008

S-CBR:基于数据库模式展现数据库关键词检索结果

彭朝晖，张俊，王珊

《软件学报》

2008

S-CBR: Presenting Results of Keyword Search over Databases Based on Database Schema: S-CBR: Presenting Results of Keyword Search over Databases Based on Database Schema

Zhaohui Peng

DOI

2007

基于本体的关系数据库语义检索

王珊，张俊，彭朝晖，战疆，杜小勇

《计算机科学与探索》

2007

基于安全策略的一种数据保护方法及实现技术

张孝，王珊，彭朝晖

《计算机科学》

2007

Exploiting Connection Relation to Compress Data Graph

Jun Zhang, Zhaohui Peng, Shan Wang, Jiang Zhan

APWeb/WAIM Workshops

DOI

2007

CLASCN: Candidate Network Selection for Efficient Top-k Keyword Queries over Databases

Jun Zhang, Zhaohui Peng, Shan Wang, Huijing Nie

Journal of Computational Science and Technology

DOI

2007

CLASCN: 支持高效数据库关键词Top-k查询的候选网络选择方法

Jun Zhang, Zhaohui Peng, Shan Wang, Huijing Nie

2007

Study on Efficiency and Effectiveness of KSORD

Shan Wang, Jun Zhang, Zhaohui Peng, Jiang Zhan, Qiuyue Wang

APWeb/WAIM

DOI

2007

QuickCN: A Combined Approach for Efficient Keyword Search over Databases

Jun Zhang, Zhaohui Peng, Shan Wang

International Conference on Database Systems for Advanced Applications

DOI

2006

PreCN: Preprocessing Candidate Networks for Efficient Keyword Search over Databases

Jun Zhang, Zhaohui Peng, Shan Wang, Huijing Nie

WISE

DOI

2006

NUITS: a novel user interface for efficient keyword search over databases

Shan Wang, Zhaohui Peng, Jun Zhang, Lu Qin, Sheng Wang, J. Yu, Bo-Lin Ding

Very Large Data Bases Conference

DOI

2006

Si-SEEKER: Ontology-Based Semantic Search over Databases

Jun Zhang, Zhaohui Peng, Shan Wang, Huijing Nie

Knowledge Science, Engineering and Management

DOI

2006

TreeCluster: Clustering Results of Keyword Search over Databases

Zhaohui Peng, Jun Zhang, Shan Wang, Lu Qin

Interational Conference on Web-Age Information Management

DOI

2003

数据挖掘技术在商业银行客户关系管理中的应用

彭朝晖

《湖南工业大学学报》

精选作品

期刊论文

基于大模型幻觉的计算机系统级实验教学项目设计研究

DAMR: Dual Adaptive Multi-Head Representation Learning for Multivariate Time Series Anomaly Detection

基于真实学习的大数据分析实践课程教学改革

基于多模态数据架构的大数据平台建设

“双一流”综合类高校面向计算机拔尖创新人才培养的数智化教学支撑体系构建

Class-Aware Spatio-Temporal Graph Contrastive Learning for Multivariate Time Series Data

DLGAN : Time Series Synthesis Based on Dual-Layer Generative Adversarial Networks

Stage-Diff: Stage-wise Long-Term Time Series Generation Based on Diffusion Models

TESSM: Tree-based Selective State Space Models for Efficient Join Order Selection Learning

MHGNN: Hybrid Graph Neural Network with Mixers for Multi-interest Session-Aware Recommendation

Filter-Enhanced Multi-interest Network for Sequential Recommendation

基于评价大数据的“数据库系统”实践教学过程控制

MTAP-DK: Multivariate Time-Series Anomaly Prediction with Domain Knowledge

Personalized Long-distance Fuel-efficient Route Recommendation Through Historical Trajectories Mining

Dy-HIEN

Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction

MISS: A Multi-user Identification Network for Shared-Account Session-Aware Recommendation

AE-UPCP: Seeking Potential Membership Users by Audience Expansion Combining User Preference with Consumption Pattern

IFP-ADAC: A Two-stage Interpretable Fault Prediction Model for Multivariate Time Series

LDFeRR: A Fuel-efficient Route Recommendation Approach for Long-distance Driving Based on Historical Trajectories

Heterogeneous Graph Embedding for Cross-Domain Recommendation Through Adversarial Learning

Long Short-Term Memory with Sequence Completion for Cross-Domain Sequential Recommendation

GSimRank: A General Similarity Measure on Heterogeneous Information Network

Recommendation with Temporal Dynamics Based on Sequence Similarity Search

CDLFM: cross-domain recommendation for cold-start users via latent feature mapping

Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems

Mutual clustering on comparative texts via heterogeneous information networks

Spatial Task Allocation Based on User Trajectory Prediction

Cross-Domain Recommendation for Cold-Start Users via Neighborhood Based Feature Mapping

SARFM: A Sentiment-Aware Review Feature Mapping Approach for Cross-Domain Recommendation

Cross-Domain Recommendation for Mapping Sentiment Review Pattern

Social Image Recommendation Based on Path Relevance

Review-Based Cross-Domain Recommendation Through Joint Tensor Factorization

Measuring the Similarity of Nodes in Signed Social Networks with Positive and Negative Links

HOMMIT: A Sequential Recommendation for Modeling Interest-Transferring via High-Order Markov Model

Measuring the relevance of different-typed objects in weighted signed heterogeneous information networks

Temporal Recommendation via Modeling Dynamic Interests with Inverted-U-Curves

Maximizing the Influence Ranking Under Limited Cost in Social Network

Exploiting User Behavior Changes in Privacy Disclosure by Modified Clustering Technique

cluTM: Content and Link Integrated Topic Model on Heterogeneous Information Networks

Relevance Search on Signed Heterogeneous Information Network Based on Meta-path Factorization

Learning the Influence Probabilities Based on Multipolar Factors in Social Network

Minimizing the Cost to Win Competition in Social Network

Extractor:支持查询重构的高效数据库关键词检索系统

Finding dimensions for text based on heterogeneous information network

Integrating meta-path selection with user-preference for top-k relevant search in heterogeneous information networks

Prediction in signed heterogeneous networks

一种基于SVM和AdaBoost的Web实体信息抽取方法

Div-clustering: Exploring active users for social collaborative recommendation

LSA-PTM: A Propagation-Based Topic Model Using Latent Semantic Analysis on Heterogeneous Information Networks

A novel method for data conflict resolution using multiple rules

Web-Age Information Management

基于Markov逻辑网的两阶段数据冲突解决方法

基于约束条件随机场的Web数据语义标注

Extracting Web Entity Activities Based on SVM and Extended Conditional Random Fields

Actively building collaborative filtering recommendation in clustered social data

NestedCube: Towards Online Analytical Processing on Information-Enhanced Multidimensional Network

An entity-based method for XML keyword search

PointBurst: Towards a Trust-Relationship Framework for Improved Social Recommendations

An Automatic Approach to Harvesting Temporal Knowledge of Entity Relationships

ETTA-IM: A deep web query interface matching approach based on evidence theory and task assignment

基于协同过滤与划分聚类的改进推荐算法

Extracting Dimensions for OLAP on Multidimensional Text Databases

基于集成学习和二维关联边条件随机场的Web数据语义标注方法

MI-WDIS

A Preprocessing Technique for Keyword-Driven Analytical Processing

2D Correlative-Chain Conditional Random Fields for Semantic Annotation of Web Objects

A Query Interface Matching Approach Based on Extended Evidence Theory for Deep Web

Semantic Annotation of Web Data Based on Ensemble Learning and 2D Correlative-Chain Conditional Random Fields: Semantic Annotation of Web Data Based on Ensemble Learning and 2D Correlative-Chain Conditional Random Fields

VSM-RF: A method of relevance feedback in Keyword Search over Relational Databases

Bring User Feedback into Keyword Search over Databases

EasyKSORD: A Platform of Keyword Search Over Relational Databases

S-CBR:基于数据库模式展现数据库关键词检索结果

S-CBR: Presenting Results of Keyword Search over Databases Based on Database Schema: S-CBR: Presenting Results of Keyword Search over Databases Based on Database Schema

基于本体的关系数据库语义检索

基于安全策略的一种数据保护方法及实现技术

Exploiting Connection Relation to Compress Data Graph

CLASCN: Candidate Network Selection for Efficient Top-k Keyword Queries over Databases