张亚英｜同济大学｜学者主页

2026

SPS-GAD: Spectral-spatial graph structure learning for anomaly detection in heterophilic graphs

Chen Zhu, Yaying Zhang

Expert Systems With Applications，Vol. 298

DOI

2026

GPS-Mamba: Graph permutation scanning state space model for multivariate time series forecasting

Zi-Hao Yao, Qi Zheng, Jian-yong Zuo, Yaying Zhang

Expert systems with applications

DOI

2026

TriDGNet: Triple Feature Encoder-Based Dual Granularity Graph Learning Network for Enhanced Travel Time Estimation

Jian-yong Zuo, Yuxiang Yao, Yaying Zhang

IEEE transactions on intelligent transportation systems (Print)

DOI

2026

HST-POI: Joint Hypergraph and Phased Spatio-Temporal Learning for Next POI Recommendation

Ruijie Xu, Jian-yong Zuo, Yaying Zhang

International Conference on Intelligent Computing

DOI

2026

Bridging User Dynamic Preferences: A Unified Bridge-Based Diffusion Model for Next POI Recommendation

Jian-yong Zuo, Zi-Hao Yao, Yaying Zhang

IEEE Transactions on Big Data

DOI

2026

From User State to Destination: Schrödinger Bridge-Guided Diffusion Model for Personalized Next POI Recommendation

Jian-yong Zuo, Zi-Hao Yao, Ruijie Xu, Xiang Gao, Yaying Zhang

IEEE Transactions on Computational Social Systems

DOI

2026

Geometry-Aware Riemannian Residual Displacement for Cross-Broad-Domain Graph Anomaly Detection

王森永，Chen Zhu，Zihao Yao，Yaying Zhang

International Joint Conference on Artificial Intelligence

DOI

2026

DiM-TS: Bridge the Gap Between Selective State Space Models and Time Series for Generative Modeling

Zhou Yao, Jiankai Zuo, Yaying Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

UrbanPG: An Efficient Framework with Personalized Context and General Backbone Interaction for Urban Spatio-Temporal Learning

Aoyu Liu, Yaying Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

CrossST: An Efficient Pre-Training Framework for Cross-District Pattern Generalization in Urban Spatio-Temporal Forecasting

Aoyun Liu, Yaying Zhang

IEEE International Conference on Data Engineering

DOI

2025

TLAST: A Time-Lag Aware Spatial-Temporal Transformer for Traffic Flow Forecasting

Qi Zheng, Minhua Shao, Yaying Zhang

IEEE transactions on intelligent transportation systems (Print)

DOI

2025

STTP: Urban Spatio-Temporal Forecasting with Timestamp Information Mining and Pattern Differentiation

Chutong Ding, Aoyun Liu, Yaying Zhang

IEEE International Joint Conference on Neural Network

DOI

2025

A Dual-Stream LSTM and Transformer Framework with Gated Feature Fusion for Bus Travel Time Prediction

Zicheng Tang, Nan Cheng, Yaying Zhang

IEEE International Conference on Systems, Man and Cybernetics

DOI

2025

ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting

Qi Zheng, Zihao Yao, Yaying Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Collaborative trajectory representation for enhanced next POI recommendation

Jiankai Zuo, Yaying Zhang

Expert Systems With Applications，Vol. 256

DOI

2024

An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting

Aoyu Liu, Yaying Zhang

Expert Systems With Applications，Vol. 250

DOI

2024

ST-NAMN: a spatial-temporal nonlinear auto-regressive multichannel neural network for traffic prediction

Jian-yong Zuo, Yaying Zhang

Applied intelligence (Boston)

DOI

2024

Diff-DGMN: A Diffusion-Based Dual Graph Multiattention Network for POI Recommendation

Jian-yong Zuo, Yaying Zhang

IEEE Internet of Things Journal

DOI

2024

Temporal MLP Bridges the Gap Between Embedding and Attention for Multivariate Time Series Forecasting

Zhinan Xie, Qi Zheng, Yaying Zhang

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2023

DSTAGCN: Dynamic Spatial-Temporal Adjacent Graph Convolutional Network for Traffic Forecasting

Qingle Zheng, Yaying Zhang

IEEE Transactions on Big Data

DOI

2023

SGED-Net: A Self-organizing Graph Embedding Deep Network for Travel Time Estimation

Jian-yong Zuo, Yaying Zhang

IEEE International Joint Conference on Neural Network

DOI

2023

Adaptive Random Forest with Dynamic Detectors for Evolving Data Stream Classification

Xuancheng Jin, Yaying Zhang

International Conference on Computing and Artificial Intelligence

DOI

2022

Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting

Aoyun Liu, Yaying Zhang

IEEE transactions on intelligent transportation systems (Print)

DOI

2022

RCIVMM: A Route Choice-Based Interactive Voting Map Matching Approach for Complex Urban Road Networks

Yaying Zhang, Xinyuan Sui

IEEE Transactions on Big Data

DOI

2021

方舱计算

蒋昌俊，丁志军，喻剑，章昭辉，闫春钢，张亚英，王鹏伟

《中国科学:信息科学》

2021

Dynamic Time-Constrained Path Recommendation with User’s Preference

Yixi Wu, Yaying Zhang

IEEE International Conference on Systems, Man and Cybernetics

DOI

2021

Entropy-based Traffic Congestion Propagation Pattern Mining with GPS Data

Xinyuan Sui, Yaying Zhang

2021 IEEE 6th International Conference on Big Data Analytics (ICBDA)

DOI

2021

An Attention-Based Spatial-Temporal Traffic Flow Prediction Method with Pattern Similarity Analysis

Lian-Kun Yang, Yaying Zhang, Jiankai Zuo

International Conference on Intelligent Transportation Systems

DOI

2020

Urban Traffic Data Imputation With Detrending and Tensor Decomposition

Chuanfei Gong, Yaying Zhang

IEEE Access

DOI

2019

A Traffic Speed Imputation Method Based on Self-adaption and Clustering

X. Qiu, Yaying Zhang

2019 IEEE 4th International Conference on Big Data Analytics (ICBDA)

DOI

2018

traffic flow prediction model based on deep belief network and genetic algorithm

Yaying Zhang, Guangjun Huang

DOI

2018

A Traffic Flow Prediction Approach: LSTM with Detrending

Zheng Zhao, Yaying Zhang

IEEE International Conference on Progress in Informatics and Computing

DOI

2018

An advanced interactive-voting based map matching algorithm for low-sampling-rate GPS data

Yaying Zhang, Yulong He

2018 IEEE 15th International Conference on Networking, Sensing and Control (ICNSC)

DOI

2017

A coordinated traffic control on urban expressways with modified particle swarm optimization

Yaying Zhang, Qunhao Ni

KSCE Journal of Civil Engineering

DOI

2017

A Novel Method for Open Relation Extraction from Public Announcements of Chinese Listed Companies

Tianyuan Zhuang, Pengwei Wang, Yaying Zhang, Zhaohui Zhang

International Conference on Advanced Cloud and Big Data

DOI

2016

Modeling and control of urban expressways with emergency using hybrid petri nets

Yaying Zhang, Yuefeng Fu, Qiang Wei

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2015

A Novel Storing and Accessing Method of Traffic Incident Video Based on Spatial-Temporal Analysis

Yaying Zhang, Yinyin Zhu

International Conference on Algorithms and Architectures for Parallel Processing

DOI

2014

基于四元数视觉注意模型的肇事车辆匹配方法

徐航，臧笛，程成，张亚英

《计算机科学》

2014

动态路网中基于实时路况信息的分布式路径生成算法

龙其，叶晨，张亚英

《计算机科学》

2014

基于模糊综合决策的服务器推送方法

蒋乾悦，张亚英

《计算机科学》

2014

Distributed Collaborative Vehicle Tracking in Embedded Smart Camera Networks

Yaying Zhang, Xiuqing Lu, Chen Ye

IEEE International Conference on Dependable, Autonomic and Secure Computing

DOI

2013

面向道路交通监控智能摄像头的自主协同跟踪模式

卢秀卿，张亚英，叶晨

《计算机科学》

2013

A Cloud Task Scheduling Algorithm Based on Users' Satisfaction

Rongxian Chen, Yaying Zhang, Dongdong Zhang

International Conference on Networking and Distributed Computing (ICNDC)

DOI

2013

A Real-Time Distributed Intelligent Traffic Video-Surveillance System on Embedded Smart Cameras

Xiuqing Lu, Chen Ye, Jian Yu, Yaying Zhang

International Conference on Networking and Distributed Computing (ICNDC)

DOI

2011

Heterogeneity-Aware Design for Automatic Detection of Problematic Road Conditions

Hua Qin, Xuejia Lu, Yanfei Wang, Gui-Ling Wang, Wen-Sheng Zhang, Yaying Zhang

2011 IEEE Eighth International Conference on Mobile Ad-Hoc and Sensor Systems

DOI

2009

RFID-Based Tracking in Supporting Real-Time Urban Traffic Information

Yaying Zhang

2009 Fifth International Joint Conference on INC, IMS and IDC

DOI

2009

A Context-Dependent Objective Coordination Model in Mobile Agent Systems

Yaying Zhang, Xinhuai Tang

DOI

2009

A Role Based Coordination Model with Types for Access Control

Yaying Zhang

DOI

2009

Coordination of Mobile Agents in Information Retrieval Applications

Yaying Zhang, Xinhuai Tang

DOI

2008

网格资源发现模型的研究

周洋，蒋昌俊，张亚英

《小型微型计算机系统》

2007

Refinement of Petri Nets in Workflow Integration

Zhijun Ding, Yaying Zhang, Changjun Jiang, Zhaohui Zhang

Springer eBooks

DOI

2002

开放分布系统中基于RBAC和策略实施的协调模型

张亚英，尤晋元

《电子学报》

2002

认证协议相关性分析

张亚英，梁坚，尤晋元

《通信学报》

精选作品

期刊论文

SPS-GAD: Spectral-spatial graph structure learning for anomaly detection in heterophilic graphs

GPS-Mamba: Graph permutation scanning state space model for multivariate time series forecasting

TriDGNet: Triple Feature Encoder-Based Dual Granularity Graph Learning Network for Enhanced Travel Time Estimation

HST-POI: Joint Hypergraph and Phased Spatio-Temporal Learning for Next POI Recommendation

Bridging User Dynamic Preferences: A Unified Bridge-Based Diffusion Model for Next POI Recommendation

From User State to Destination: Schrödinger Bridge-Guided Diffusion Model for Personalized Next POI Recommendation

Geometry-Aware Riemannian Residual Displacement for Cross-Broad-Domain Graph Anomaly Detection

DiM-TS: Bridge the Gap Between Selective State Space Models and Time Series for Generative Modeling

UrbanPG: An Efficient Framework with Personalized Context and General Backbone Interaction for Urban Spatio-Temporal Learning

CrossST: An Efficient Pre-Training Framework for Cross-District Pattern Generalization in Urban Spatio-Temporal Forecasting

TLAST: A Time-Lag Aware Spatial-Temporal Transformer for Traffic Flow Forecasting

STTP: Urban Spatio-Temporal Forecasting with Timestamp Information Mining and Pattern Differentiation

A Dual-Stream LSTM and Transformer Framework with Gated Feature Fusion for Bus Travel Time Prediction

ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting

Collaborative trajectory representation for enhanced next POI recommendation

An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting

ST-NAMN: a spatial-temporal nonlinear auto-regressive multichannel neural network for traffic prediction

Diff-DGMN: A Diffusion-Based Dual Graph Multiattention Network for POI Recommendation

Temporal MLP Bridges the Gap Between Embedding and Attention for Multivariate Time Series Forecasting

DSTAGCN: Dynamic Spatial-Temporal Adjacent Graph Convolutional Network for Traffic Forecasting

SGED-Net: A Self-organizing Graph Embedding Deep Network for Travel Time Estimation

Adaptive Random Forest with Dynamic Detectors for Evolving Data Stream Classification

Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting

RCIVMM: A Route Choice-Based Interactive Voting Map Matching Approach for Complex Urban Road Networks

方舱计算

Dynamic Time-Constrained Path Recommendation with User’s Preference

Entropy-based Traffic Congestion Propagation Pattern Mining with GPS Data

An Attention-Based Spatial-Temporal Traffic Flow Prediction Method with Pattern Similarity Analysis

Urban Traffic Data Imputation With Detrending and Tensor Decomposition

A Traffic Speed Imputation Method Based on Self-adaption and Clustering

traffic flow prediction model based on deep belief network and genetic algorithm

A Traffic Flow Prediction Approach: LSTM with Detrending

An advanced interactive-voting based map matching algorithm for low-sampling-rate GPS data

A coordinated traffic control on urban expressways with modified particle swarm optimization

A Novel Method for Open Relation Extraction from Public Announcements of Chinese Listed Companies

Modeling and control of urban expressways with emergency using hybrid petri nets

A Novel Storing and Accessing Method of Traffic Incident Video Based on Spatial-Temporal Analysis

基于四元数视觉注意模型的肇事车辆匹配方法

动态路网中基于实时路况信息的分布式路径生成算法

基于模糊综合决策的服务器推送方法

Distributed Collaborative Vehicle Tracking in Embedded Smart Camera Networks

面向道路交通监控智能摄像头的自主协同跟踪模式

A Cloud Task Scheduling Algorithm Based on Users' Satisfaction

A Real-Time Distributed Intelligent Traffic Video-Surveillance System on Embedded Smart Cameras

Heterogeneity-Aware Design for Automatic Detection of Problematic Road Conditions

RFID-Based Tracking in Supporting Real-Time Urban Traffic Information

A Context-Dependent Objective Coordination Model in Mobile Agent Systems

A Role Based Coordination Model with Types for Access Control

Coordination of Mobile Agents in Information Retrieval Applications

网格资源发现模型的研究

Refinement of Petri Nets in Workflow Integration

开放分布系统中基于RBAC和策略实施的协调模型

认证协议相关性分析

研究方向