彭浩｜浙江师范大学｜学者主页

2026

基于流量交互图分析的Web服务威胁检测方法

余北缘，曾广杰，彭浩，刘建伟，李洪亮，谭学士

《网络与信息安全学报》

2026

大模型红队评测中的语义重构与激活引导

王杰聪，彭浩，毛存礼，房玉龙，王书海，陈杰，刘建伟

《人工智能》

2026

Cascading failures triggered by localized vulnerabilities in higher-order networks

Cheng Qian, Zhihao Kuang, Dandan Zhao, Hao Peng, Wei Wang

Reliability Engineering & System Safety

DOI

2026

Dual Curriculum Learning Training Guided Graph Autoencoder for Anomaly Detection

Yue Zhang, Xue-Xiong Luo, Ming-Kang Li, Hao Peng, Zhao Li, Fu Lin, Shuai Ma

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

核电厂安全级DCS网络安全研究

姚璋，葛贞笛，罗晓君，彭浩，赵文悦

《自动化仪表》

2024

基于非回溯矩阵中心性的超图可靠性研究

彭浩，钱程，赵丹丹，钟鸣，韩建民，谢紫伊，王伟

《网络与信息安全学报》

2023

基于对抗多关系图神经网络的机器账号检测

杨英光，李阳阳，彭浩，刘弋锋，谢海永

《中文信息学报》

2023

Stock Price Movement Prediction based on Relation Type guided Graph Convolutional Network

Hao Peng, K. Dong, Junliang Yang

Engineering applications of artificial intelligence

DOI

2023

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT

Ce Zhou, Qian Li, Chen Li, Jun Yu, Yi-Xin Liu, Guangjing Wang, Kaichao Zhang, Cheng Ji, Qi Yan, Lifang He, Hao Peng, Jianxin Li, Jia Wu, Zi-Wei Liu, Peng-Tao Xie, Cai-Ming Xiong, Jian Pei, Philip S. Yu, Li-Chao Sun

arXiv.org

DOI

2023

Multi-View Tensor Graph Neural Networks Through Reinforced Aggregation

Xu-Sheng Zhao, Qiong Dai, Jia Wu, Hao Peng, Ming-Sheng Liu, Xu Bai, Jian-Long Tan, Sen-Zhang Wang, Philip S. Yu

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

A Transformer decoder-based Generative Adversarial Model with TrajLoss Function for Privacy-Preserving Trajectory Publishing

Xiaoqian Cao, Juan Yu, Jianmin Han, Xin Yao, Jianfeng Lu, Hao Peng

International Conference on Machine Learning and Natural Language Processing (MLNLP)

DOI

2022

Optimization of Heterogeneous Clustering Routing Protocol for Internet of Things in Wireless Sensor Networks

Shun Yang, Xi-A Long, Hao Peng, Haibo Gao

J. Sensors

DOI

2022

A recursive reinforced blockchain performance evaluation and improvement architecture: Maximising diversity to improve scalability

Lin Liu, Wei-Tek Tsai, Ming-Sheng Liu, Ze Gao, Shumei Ji, Hao Peng, Z. Bhuiyan

International Journal of Communication Systems

DOI

2022

Targeting attack hypergraph networks.

Hao Peng, Cheng-Chun Qian, Dan-Dan Zhao, Ming-Hong Zhong, Jian-Min Han, Wei Wang

Chaos

DOI

2022

Percolation on simplicial complexes

Dan-Dan Zhao, Runchao Li, Hao Peng, Ming-Hong Zhong, Wei Wang

Applied Mathematics and Computation

DOI

2022

Cascading-Failures Effect on Heterogeneous Internet of Things Systems under Targeted Selective Attack

Xing Yang, Zhen Qian, Xu-Hong Zhang, Dan-Dan Zhao, Hao Peng, Dong-Tao Zhu, Zhenyu Liang

Security and Communication Networks

DOI

2022

Towards Unsupervised Deep Graph Structure Learning

Yixin Liu, Yu Zheng, Daokun Zhang, Hong-Xu Chen, Hao Peng, Shirui Pan

The Web Conference

DOI

2022

Graph-level Neural Networks: Current Progress and Future Directions

Ge Zhang, Jia Wu, Jian Yang, Shan Xue, Wenbin Hu, Chuan Zhou, Hao Peng, Quan Z. Sheng, C. Aggarwal

arXiv.org

DOI

2022

A security enhancement model based on switching edge strategy in interdependent heterogeneous cyber-physical systems

Dan-Dan Zhao, Can Liu, G. Xu, Zhi-Guo Ding, Hao Peng, Juan Yu, Jian-Min Han

China Communications

DOI

2022

Higher-order percolation in simplicial complexes

Dan-Dan Zhao, Runchao Li, Hao Peng, Ming-Hong Zhong, Wei Wang

Chaos, Solitons & Fractals

DOI

2021

区块链技术与网络安全研究现状

李阳阳，江艳梅，刘明生，彭浩

《河北省科学院学报》

DOI

2021

Location Differential Privacy Protection in Task Allocation for Mobile Crowdsensing Over Road Networks

M. Fang, Juan Yu, Jian-Min Han, Xin Yao, Hao Peng, Jian-Feng Lu, N. Bernard

International Conference on Collaborative Computing

DOI

2021

Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network

Xiaohan Li, Zhiwei Liu, Stephen D. Guo, Zheng Liu, Hao Peng, Philip S. Yu, Kannan Achan

2021 IEEE International Conference on Big Data (Big Data)

DOI

2021

KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph

Yiying Yang, Xi Yin, Hai-Qin Yang, Xingjia Fei, Hao Peng, Kaijie Zhou, Kun-Feng Lai, Jian-Ping Shen

International Conference on Database Systems for Advanced Applications

DOI

2021

Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs

Li Sun, Zhongbao Zhang, Jiawei Zhang, Fei-Yang Wang, Hao Peng, Sen Su, Philip S. Yu

AAAI Conference on Artificial Intelligence

DOI

2021

A Self-supervised Mixed-curvature Graph Neural Network

Li Sun, Zhongbao Zhang, Junda Ye, Hao Peng, Jiawei Zhang, Sen Su, Philip S. Yu

AAAI Conference on Artificial Intelligence

DOI

2021

Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation

Qian-Ren Mao, Xi Li, Hao Peng, Bang Liu, Shu Guo, Jianxin Li, Li-Hong Wang, Philip S. Yu

arXiv.org

2021

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks

Gongxu Luo, Jianxin Li, Jian-Lin Su, Hao Peng, Carl Yang, Li-Chao Sun, Philip S. Yu, Lifang He

International Joint Conference on Artificial Intelligence

DOI

2021

A Robust and Generalized Framework for Adversarial Graph Embedding

Jianxin Li, Xingcheng Fu, Shijie Zhu, Hao Peng, Sen-Zhang Wang, Qingyun Sun, Philip S. Yu, Lifang He

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Federated Knowledge Graphs Embedding

Hao Peng, Haoran Li, Yang-Qiu Song, V. Zheng, Jianxin Li

arXiv.org

2021

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks

Hao Peng, Rui-Tong Zhang, Yingtong Dou, Ren-Yu Yang, Jing-Yi Zhang, Philip S. Yu

ACM Trans. Inf. Syst.

DOI

2021

Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks

Jianxin Li, Hao Peng, Yuwei Cao, Yingtong Dou, Hekai Zhang, Philip S. Yu, Lifang He

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks

Hao Peng, Jianxin Li, Yang-Qiu Song, Ren-Yu Yang, R. Ranjan, Philip S. Yu, Lifang He

ACM Transactions on Knowledge Discovery from Data

DOI

2021

Federated Social Recommendation with Graph Neural Network

Zhiwei Liu, Liangwei Yang, Ziwei Fan, Hao Peng, Philip S. Yu

ACM Transactions on Intelligent Systems and Technology

DOI

2021

A Security Scheme Based on Intranal-Adding Links for Integrated Industrial Cyber-Physical Systems

Dan-Dan Zhao, Can Liu, Hao Peng, Juan Yu, Jian-Min Han

Italian National Conference on Sensors

DOI

2021

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism

Qingyun Sun, Jianxin Li, Hao Peng, Jia Wu, Yuanxing Ning, Philip S. Yu, Li-Fang He

The Web Conference

DOI

2020

Intelligent Indexing Algorithm for the Association Rules of a Multi-Layer Distributed Database

Hao Peng, Shun Yang, Qiong Liu, Qiong Peng, Qiao Li

2020

Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

Yingtong Dou, Zhiwei Liu, Li Sun, Yutong Deng, Hao Peng, Philip S. Yu

International Conference on Information and Knowledge Management

DOI

2020

Heuristic Semi-Supervised Learning for Graph Generation Inspired by Electoral College

Chen Li, Xutan Peng, Hao Peng, Jianxin Li, Li-Hong Wang, Philip S. Yu, Li-Fang He

2020

A Survey on Text Classification: From Shallow to Deep Learning

Qian Li, Hao Peng, Jianxin Li, Congying Xia, Ren-Yu Yang, Lichao Sun, P. Yu, Li-Fang He

arXiv.org

2020

Differentially Private Location Preservation with Staircase Mechanism Under Temporal Correlations

Rong-Jin Fang, Jian-Min Han, Juan Yu, Xin Yao, Hao Peng, Jian-Feng Lu

International Conference on Collaborative Computing

DOI

2019

面向多源社交网络舆情的情感分析算法研究

彭浩，朱望鹏，赵丹丹，吴松洋

《信息技术》

DOI

2019

Integration of UAV and Fog-Enabled Vehicle: Application in Post-Disaster Relief

Chaogang Tang, Chunsheng Zhu, Xianglin Wei, Hao Peng, Yi Wang

IEEE International Conference on Parallel and Distributed Systems (ICPADS)

DOI

2019

Multi-Level Two-Sided Rating Protocol Design for Service Exchange Contest Dilemma in Crowdsensing

Jianfeng Lu, Shasha Yang, Zhao Zhang, Jianmin Han, Hao Peng, Zhao-Long Hu, Tian Wang

IEEE Access

DOI

2019

Dynamic network embedding via incremental skip-gram with negative sampling

Hao Peng, Jianxin Li, Hao-Zheng Yan, Qi-Ran Gong, Sen-Zhang Wang, Lin Liu, Li-Hong Wang, Xiang Ren

Science China Information Sciences

DOI

2019

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification

Hao Peng, Jianxin Li, Sen-Zhang Wang, Li-Hong Wang, Qi-Ran Gong, Ren-Yu Yang, Bo Li, Philip S. Yu, Lifang He

IEEE Transactions on Knowledge and Data Engineering

DOI

2019

Event-Driven Analysis of Crowd Dynamics in the Black Lives Matter Online Social Movement

Hao Peng, C. Budak, Daniel M. Romero

The Web Conference

DOI

2018

基于能量优化的无线传感器网络分簇路由算法研究

王海涛，陈艳丽，刘琼，彭浩

《福建电脑》

2018

A Two-Step Choice Privacy-Preservation Method for Check-in Data Publishing

Yang Zhao, Jian-Min Han, Jian-Feng Lu, Hao Peng, Zhaolong Hu, Li-Xia Wang

International Conference on Machine Learning and Computing

DOI

2018

Eagle+: A fast incremental approach to automaton and table online updates for cloud services

Jian-Xin Li, Hao Peng, Erica Y. Yang, Chun-Ming Hu, Shenghai Zhong, Li-Hong Wang

Future generations computer systems

DOI

2018

Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN

Hao Peng, Jian-Xin Li, Yu He, Yao-Peng Liu, Meng-Jiao Bao, Li-Hong Wang, Yang-Qiu Song, Qiang Yang

The Web Conference

DOI

2018

Time-evolving Text Classification with Deep Neural Networks

Yu He, Jian-Xin Li, Yang-Qiu Song, Mutian He, Hao Peng

International Joint Conference on Artificial Intelligence

DOI

2018

Incentive Mechanism for User Collaboration on Trajectory Privacy Preservation

Meng-Qi Gao, Jian-Min Han, Jian-Feng Lu, Hao Peng, Zhaolong Hu

2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)

DOI

2018

Graph Convolutional Neural Networks via Motif-based Attention

Hao Peng, Jianxin Li, Qi-Ran Gong, Yuanxing Ning, Li-Hong Wang

arXiv.org

2017

Optimizing XCSR for Text Classification

M. H. Arif, Jianxin Li, Muhammad Iqbal, Hao Peng

International Symposium on Service Oriented Software Engineering

DOI

2017

Supporting User Authorization Queries in RBAC Systems by Role-Permission Reassignment

Jian-Feng Lu, Yun Xin, Zhao Zhang, Hao Peng, Jian-Min Han

International Conference on Cryptography and Security Systems

DOI

2017

An Anonymization Method to Improve Data Utility for Classification

Jian-Min Han, Juan Yu, Jian-Feng Lu, Hao Peng, Jiandang Wu

International Conference on Cryptography and Security Systems

DOI

2016

一种面向分布式异构网络的基于可信计算的信任模型

彭浩，赵丹丹，于运杰，吴震东，吴松洋

《计算机科学》

2016

An anonymity mechanism with reduced server-side cost in peer-to-peer networks

Hao Peng, Dan-Dan Zhao, Jian-Min Han, Jian-Feng Lu

International Journal of High Performance Computing and Networking

DOI

2015

基于比较句的网络用户评论情感分析

彭浩，徐健，肖卓

《数据分析与知识发现》

2015

抵制时空位置点链接攻击的(k,δ,l)-匿名模型

郑路倩，韩建民，鲁剑锋，彭浩，郭会

《计算机科学与探索》

2015

微博网络中基于主题发现的舆情分析

彭浩，周杰，周豪，赵丹丹

《电讯技术》

2015

容错机制的异构分布式系统安全可靠调度研究

曾喜良，彭浩

《网络安全技术与应用》

2014

On the complexity of role updating feasibility problem in RBAC

Jian-Feng Lu, Dewu Xu, Lei Jin, Jian-Min Han, Hao Peng

Information Processing Letters

DOI

2013

计算机网络安全的入侵检测技术研究

刘珊珊，李根，彭浩，姚玉未

《福建电脑》

2013

SLOMS: A Privacy Preserving Data Publishing Method for Multiple Sensitive Attributes Microdata

Jian-Min Han, Fangwei Luo, Jian-Feng Lu, Hao Peng

Journal of Software

DOI

2013

A Reliable Transport Protocol with Prediction Mechanism for Urgent Information in Wireless Sensor Networks

Zhen-Chun Wei, Lin Feng, Jianghong Han, Xiangwei Xu, Hao Peng

Int. J. Distributed Sens. Networks

DOI

2011

对等网络中基于PKI的抗攻击机制

彭浩，陆松年，赵丹丹，张爱新，李生红

《计算机工程》

2011

An Anti-attack Model Based on Complex Network Theory in P2P networks

Hao Peng, Songnian Lu, Dan-Dan Zhao, Ai-Xin Zhang, Jianhua Li

arXiv.org

DOI

2010

An Anonymity Scheme Based on Pseudonym in P2P Networks

Hao Peng, Songnian Lu, Jianhua Li, Ai-Xin Zhang, Dan-Dan Zhao

Forensics in Telecommunications, Information and Multimedia

DOI

2007

基于多传感器数据融合的入侵检测模型

赵丹丹，彭浩

《图书情报导刊》

精选作品

期刊论文

基于流量交互图分析的Web服务威胁检测方法

大模型红队评测中的语义重构与激活引导

Cascading failures triggered by localized vulnerabilities in higher-order networks

Dual Curriculum Learning Training Guided Graph Autoencoder for Anomaly Detection

核电厂安全级DCS网络安全研究

基于非回溯矩阵中心性的超图可靠性研究

基于对抗多关系图神经网络的机器账号检测

Stock Price Movement Prediction based on Relation Type guided Graph Convolutional Network

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT

Multi-View Tensor Graph Neural Networks Through Reinforced Aggregation

A Transformer decoder-based Generative Adversarial Model with TrajLoss Function for Privacy-Preserving Trajectory Publishing

Optimization of Heterogeneous Clustering Routing Protocol for Internet of Things in Wireless Sensor Networks

A recursive reinforced blockchain performance evaluation and improvement architecture: Maximising diversity to improve scalability

Targeting attack hypergraph networks.

Percolation on simplicial complexes

Cascading-Failures Effect on Heterogeneous Internet of Things Systems under Targeted Selective Attack

Towards Unsupervised Deep Graph Structure Learning

Graph-level Neural Networks: Current Progress and Future Directions

A security enhancement model based on switching edge strategy in interdependent heterogeneous cyber-physical systems

Higher-order percolation in simplicial complexes

区块链技术与网络安全研究现状

Location Differential Privacy Protection in Task Allocation for Mobile Crowdsensing Over Road Networks

Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network

KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph

Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs

A Self-supervised Mixed-curvature Graph Neural Network

Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks

A Robust and Generalized Framework for Adversarial Graph Embedding

Federated Knowledge Graphs Embedding

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks

Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks

Federated Social Recommendation with Graph Neural Network

A Security Scheme Based on Intranal-Adding Links for Integrated Industrial Cyber-Physical Systems

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism

Intelligent Indexing Algorithm for the Association Rules of a Multi-Layer Distributed Database

Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

Heuristic Semi-Supervised Learning for Graph Generation Inspired by Electoral College

A Survey on Text Classification: From Shallow to Deep Learning

Differentially Private Location Preservation with Staircase Mechanism Under Temporal Correlations

面向多源社交网络舆情的情感分析算法研究

Integration of UAV and Fog-Enabled Vehicle: Application in Post-Disaster Relief

Multi-Level Two-Sided Rating Protocol Design for Service Exchange Contest Dilemma in Crowdsensing

Dynamic network embedding via incremental skip-gram with negative sampling

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification

Event-Driven Analysis of Crowd Dynamics in the Black Lives Matter Online Social Movement

基于能量优化的无线传感器网络分簇路由算法研究

A Two-Step Choice Privacy-Preservation Method for Check-in Data Publishing

Eagle+: A fast incremental approach to automaton and table online updates for cloud services

Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN

Time-evolving Text Classification with Deep Neural Networks

Incentive Mechanism for User Collaboration on Trajectory Privacy Preservation

Graph Convolutional Neural Networks via Motif-based Attention

Optimizing XCSR for Text Classification

Supporting User Authorization Queries in RBAC Systems by Role-Permission Reassignment

An Anonymization Method to Improve Data Utility for Classification

一种面向分布式异构网络的基于可信计算的信任模型

An anonymity mechanism with reduced server-side cost in peer-to-peer networks

基于比较句的网络用户评论情感分析

抵制时空位置点链接攻击的(k,δ,l)-匿名模型

微博网络中基于主题发现的舆情分析

容错机制的异构分布式系统安全可靠调度研究

On the complexity of role updating feasibility problem in RBAC

计算机网络安全的入侵检测技术研究

SLOMS: A Privacy Preserving Data Publishing Method for Multiple Sensitive Attributes Microdata

A Reliable Transport Protocol with Prediction Mechanism for Urgent Information in Wireless Sensor Networks

对等网络中基于PKI的抗攻击机制

An Anti-attack Model Based on Complex Network Theory in P2P networks

An Anonymity Scheme Based on Pseudonym in P2P Networks

基于多传感器数据融合的入侵检测模型

预印本

From Thinker to Society: Security in Hierarchical Autonomy Evolution of AI Agents

研究方向