臧笛｜同济大学｜学者主页

2026

Movement-Wise Delay Distribution Estimation at Signalized Intersections Using Mixture Density Networks and Connected Vehicle Trajectories

Hong Zhu, Jialong Feng, Zixuan Huang, Di Zang, Keshuang Tang

Journal of Transportation Engineering Part A Systems

DOI

2026

Neural Differential Equation Based Resilience Prediction of Road Networks Under Heavy Rainfall Disturbances

Di Zang, Yiyue Liu, Zhe Cui, Baichao Long, Junqi Zhang, Keshuang Tang

IEEE Internet of Things Journal

DOI

2026

Cross-city and predictive resilience assessment for urban traffic networks via transfer learning

Zhe Cui, Di Zang, Jun-Qi Zhang, Ke-Shuang Tang

Engineering applications of artificial intelligence

DOI

2025

Uni-COAL: A unified framework for cross-modality synthesis and super-resolution of MR images

Zhiyun Song, Zengxin Qi, Xin Wang, Xiangyu Zhao, Zhenrong Shen, Sheng Wang, Manman Fei, Zhe Wang, Di Zang, Dongdong Chen, Linlin Yao, Mengjun Liu, Qian Wang, Xuehai Wu, Lichi Zhang

Expert Systems With Applications，Vol. 270

DOI

2025

Multiexpert dual-channel framework for robust urban traffic forecasting

Di Zang, Jiayi Zhao, Zhe Cui, Baichao Long

International Conference on Intelligent Traffic Systems and Smart City (ITSSC)

DOI

2025

Geometric Algebra Multi-Order Graph Neural Network for Traffic Prediction

Di Zang, Zhe Cui, Zengqiang Wang, Juntao Lei, Yongjie Ding, Chenguang Wei, Jun-Qi Zhang

IEEE Transactions on Big Data

DOI

2025

Predictive and Multigranularity Resilience Assessment of Urban Transportation Based on Neural Controlled Differential Equation

Zhe Cui, Di Zang, Hong Zhu, Ke-Shuang Tang

IEEE Transactions on Reliability

DOI

2025

Sharing Control Knowledge Among Heterogeneous Intersections: A Distributed Arterial Traffic Signal Coordination Method Using Multi-Agent Reinforcement Learning

Hong Zhu, Jialong Feng, Fengmei Sun, Ke-Shuang Tang, Di Zang, Qiaoyan Kang

IEEE transactions on intelligent transportation systems (Print)

DOI

2025

MGCL: Multiorder Graph Neural Network With Cross-Learning for Multivariate Time-Series Anomaly Detection

Zhe Cui, Di Zang, Jun-Qi Zhang, Ke-Shuang Tang

IEEE Transactions on Instrumentation and Measurement

DOI

2024

Continuous spatial-temporal convolutional networks based neural control differential equations for traffic forecasting

Zengqiang Wang, Di Zang

International Conference on Traffic Engineering and Transportation System (ICTETS)

DOI

2024

Heterogeneous fusion graph neural network for traffic prediction

Di Zang, Juntao Lei

International Conference on Traffic Engineering and Transportation System (ICTETS)

DOI

2024

Predictive resilience assessment of road networks based on dynamic multi-granularity graph neural network

Di Zang, Yongjie Ding, Jiayi Zhao, Ke-Shuang Tang, Hong Zhu

Neurocomputing

DOI

2024

Predictive resilience assessment featuring diffusion reconstruction for road networks under rainfall disturbances

Di Zang, Chenguang Wei, Jiayi Zhao, Jun-Qi Zhang, Ke-Shuang Tang, Hong Zhu

Engineering applications of artificial intelligence

DOI

2023

Lane‐level short‐term travel speed prediction for urban expressways: An attentive spatio‐temporal deep learning approach

Keshuang Tang, Siqu Chen, Yumin Cao, Di Zang, Jian Sun

IET Intelligent Transport Systems

DOI

2022

A multi‐channel geometric algebra residual network for traffic data prediction

Di Zang, Xihao Chen, Juntao Lei, Zengqiang Wang, Junqi Zhang, Jiujun Cheng, Keshuang Tang

IET Intelligent Transport Systems

DOI

2022

Traffic-Data Recovery Using Geometric-Algebra-Based Generative Adversarial Network

Di Zang, Yongjie Ding, Xiaoke Qu, Chenglin Miao, Xihao Chen, Junqi Zhang, Keshuang Tang

Italian National Conference on Sensors

DOI

2022

Traffic Congestion Propagation Prediction Based on Multi-vector Deep Neural Networks

Di Zang, Xiaoke Qu, Yongjie Ding, Xihao Chen, Keshuang Tang, Junqi Zhang

ICBDC

DOI

2022

Short-Term Travel Speed Prediction for Urban Expressways: Hybrid Convolutional Neural Network Models

Keshuang Tang, S. Chen, Yumin Cao, Xiaosong Li, Di Zang, Jian Sun, Yangbeibei Ji

IEEE transactions on intelligent transportation systems (Print)

DOI

2022

Long-Term Traffic Speed Prediction Based on Geometric Algebra ConvLSTM and Graph Attention

Chenglin Miao, Wen Su, Yanqing Fu, Xihao Chen, Di Zang

International Conferences on Smart Internet of Things

DOI

2022

Traffic Data Prediction with Geometric Algebra Spatial-Temporal Attention Neural Network

Di Zang, Yongjie Ding, Xiaoke Qu, Xihao Chen, Keshuang Tang, Junqi Zhang

ICBDC

DOI

2021

Traffic Data Prediction with Geometric Algebra Convolutional Neural Network

Di Zang, Xihao Chen, Keshuang Tang, Junqi Zhang, Bin Luo

International Conference on Computing and Pattern Recognition (ICCPR)

DOI

2020

Location Prediction Model Based on the Internet of Vehicles for Assistance to Medical Vehicles

Jiujun Cheng, Huaicheng Yan, Aiguo Zhou, Chunmei Liu, Ding Cheng, Shangce Gao, Di Zang, Deli Cheng

IEEE Access

DOI

2019

Long-Term Traffic Speed Prediction Based on Multiscale Spatio-Temporal Feature Learning Network

Di Zang, Jiawei Ling, Zhihua Wei, Keshuang Tang, Jiujun Cheng

IEEE transactions on intelligent transportation systems (Print)

DOI

2019

Traffic Flow Data Prediction Using Residual Deconvolution Based Deep Generative Network

Di Zang, Yang Fang, Zhihua Wei, Keshuang Tang, Jiujun Cheng

IEEE Access

DOI

2018

Long Term Traffic Flow Prediction Using Residual Net and Deconvolutional Neural Network

Di Zang, Yang Fang, Dehai Wang, Zhihua Wei, Keshuang Tang, Xin Li

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2018

Deep learning–based traffic sign recognition for unmanned autonomous vehicles

Di Zang, Zhihua Wei, Mao-Mao Bao, Jiujun Cheng, Dong-Dong Zhang, Keshuang Tang, Xin Li

J. Syst. Control. Eng.

DOI

2017

面向国际工程教育认证的计算机图形学课程设计及其中外案例分析

赵君峤，王小平，李光耀，臧笛

《计算机应用与软件》

2017

Traffic Parameters Prediction Using a Three-Channel Convolutional Neural Network

Di Zang, Dehai Wang, Jiujun Cheng, Keshuang Tang, Xin Li

International Conference on Interaction Sciences

DOI

2017

Using Convolutional Neural Network with Asymmetrical Kernels to Predict Speed of Elevated Highway

Di Zang, Jiawei Ling, Jiujun Cheng, Keshuang Tang, Xin Li

International Conference on Interaction Sciences

DOI

2017

A Hybrid Learning Algorithm for the Optimization of Convolutional Neural Network

Di Zang, Jianping Ding, Jiujun Cheng, Dong-Dong Zhang, Keshuang Tang

International Conference on Intelligent Computing

DOI

2016

雑音環境における確率的点配置法を用いた粒子群最適化の統合【Powered by NICT】

Jun-Qiu Zhang, Siqiang Lu, Di Zang, Meng Zhou

2016

Traffic sign detection based on cascaded convolutional neural networks

Di Zang, Junqi Zhang, Dong-Dong Zhang, Mao-Mao Bao, Jiujun Cheng, Keshuang Tang

Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing

DOI

2016

An urban scene in a car infrastructure networking connectivity model deduction method

Jiu-Jun Cheng, Jun-Lu Cheng, Di Zang, Juan Xu, Xiao Wu, Fu-Zheng Chen, Chen-Dan Yan, Yang Yang, Jian Shao, Jing-Xue Liao, Peng Qin

2016

Integrating Particle Swarm Optimization with Stochastic Point Location method in noisy environment

Junqi Zhang, Siyu Lu, Di Zang, Mengchu Zhou

IEEE International Conference on Systems, Man and Cybernetics

DOI

2016

A Sliding Window Method for Online Tracking of Spatiotemporal Event Patterns

Junqi Zhang, ShanWen Zhu, Di Zang, Mengchu Zhou

International Conference on Internet and Distributed Computing Systems

DOI

2016

Incorporation of Optimal Computing Budget Allocation for Ordinal Optimization Into Learning Automata

Junqi Zhang, Cheng Wang, Di Zang, Mengchu Zhou

IEEE Transactions on Automation Science and Engineering

DOI

2015

基于深度学习的车标识别方法研究 (Vehicle Logo Recognition Based on Deep Learning)

Bo Peng, Di Zang

《计算机科学》

DOI

2015

基于多层级联视觉显著性模型的肇事车辆锁定方法

柴桢亮，臧笛

《计算机科学》

2015

Vehicle license plate recognition using visual attention model and deep learning

Di Zang, Zhenliang Chai, Junqi Zhang, Dongdong Zhang, Jiujun Cheng

Journal of Electronic Imaging

DOI

2015

基于多层级联视觉显著性模型的肇事车辆锁定方法 (Localization of Causing-traffic-trouble Vehicle with Multi-level Cascaded Visual Attention Model)

Zhenliang Chai, Di Zang

《计算机科学》

DOI

2015

Incorporation of ordinal optimization into learning automata for high learning efficiency

Junqi Zhang, Cheng Wang, Di Zang, Mengchu Zhou

2015 IEEE International Conference on Automation Science and Engineering (CASE)

DOI

2015

Approximately Optimal Computing-Budget Allocation for subset ranking

Junqi Zhang, Zezhou Li, Cheng Wang, Di Zang, Mengchu Zhou

IEEE International Conference on Robotics and Automation

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》

2013

A JND Profile Based on Hierarchically Selective Attention for Images

Dongdong Zhang, Lijing Gao, Di Zang, Yaoru Sun, Jiujun Cheng

IEEE International Symposium on Multimedia (ISM)

DOI

2013

An quality metric for 3D rendered image based on stereo saliency and structural similarity

Dongdong Zhang, Jiahe Huang, Di Zang, Dian Liu, Yanyu Chen

DOI

2013

A DCT-domain JND model based on visual attention for image

Dongdong Zhang, Lijing Gao, Di Zang, Yaoru Sun

IEEE International Conference on Signal and Image Processing Applications (ICSIPA)

DOI

2013

A spatio-temporal inpainting method for Kinect depth video

Dongdong Zhang, Ye Yao, Di Zang, Yanyu Chen

IEEE International Conference on Signal and Image Processing Applications (ICSIPA)

DOI

2010

Object rigidity and reflectivity identification based on motion analysis

Di Zang, Paul Schrater, Katja Doerschner

Proceedings - International Conference on Image Processing

DOI

2002

基于实时多目标跟踪的足球机器人视觉系统设计

臧笛，李欣

《机电一体化》

2002

子带编码算法的DSP实现

李欣，臧笛

《仪表技术》

2002

Streaming Media Based Remote-distance Industrial Image Monitoring System

Di Zang, Xin Li, Doh-Yeun Hwang, Hoon-Sung Kwak

2002

Low-Density Parity-Check Codes Used for Compressed Image Transmission over Noisy Channel

Di Zang, Yun-Hua Yan, Xin Li, Kang-Soo You, Hoon-Sung Kwak

2000

单片机与计算机的高速并口通讯

臧笛，李欣，罗程，罗亚田，符佐民

《电子与自动化》

1999

模数转换器在便携式数据采集仪中的应用

臧笛，李欣

《仪表技术》

1999

新型传感材料迟环现象的智能补偿方法

艾春廷，李欣，王利荣，臧笛

《传感器与微系统》

精选作品

期刊论文

Movement-Wise Delay Distribution Estimation at Signalized Intersections Using Mixture Density Networks and Connected Vehicle Trajectories

Neural Differential Equation Based Resilience Prediction of Road Networks Under Heavy Rainfall Disturbances

Cross-city and predictive resilience assessment for urban traffic networks via transfer learning

Uni-COAL: A unified framework for cross-modality synthesis and super-resolution of MR images

Multiexpert dual-channel framework for robust urban traffic forecasting

Geometric Algebra Multi-Order Graph Neural Network for Traffic Prediction

Predictive and Multigranularity Resilience Assessment of Urban Transportation Based on Neural Controlled Differential Equation

Sharing Control Knowledge Among Heterogeneous Intersections: A Distributed Arterial Traffic Signal Coordination Method Using Multi-Agent Reinforcement Learning

MGCL: Multiorder Graph Neural Network With Cross-Learning for Multivariate Time-Series Anomaly Detection

Continuous spatial-temporal convolutional networks based neural control differential equations for traffic forecasting

Heterogeneous fusion graph neural network for traffic prediction

Predictive resilience assessment of road networks based on dynamic multi-granularity graph neural network

Predictive resilience assessment featuring diffusion reconstruction for road networks under rainfall disturbances

Lane‐level short‐term travel speed prediction for urban expressways: An attentive spatio‐temporal deep learning approach

A multi‐channel geometric algebra residual network for traffic data prediction

Traffic-Data Recovery Using Geometric-Algebra-Based Generative Adversarial Network

Traffic Congestion Propagation Prediction Based on Multi-vector Deep Neural Networks

Short-Term Travel Speed Prediction for Urban Expressways: Hybrid Convolutional Neural Network Models

Long-Term Traffic Speed Prediction Based on Geometric Algebra ConvLSTM and Graph Attention

Traffic Data Prediction with Geometric Algebra Spatial-Temporal Attention Neural Network

Traffic Data Prediction with Geometric Algebra Convolutional Neural Network

Location Prediction Model Based on the Internet of Vehicles for Assistance to Medical Vehicles

Long-Term Traffic Speed Prediction Based on Multiscale Spatio-Temporal Feature Learning Network

Traffic Flow Data Prediction Using Residual Deconvolution Based Deep Generative Network

Long Term Traffic Flow Prediction Using Residual Net and Deconvolutional Neural Network

Deep learning–based traffic sign recognition for unmanned autonomous vehicles

面向国际工程教育认证的计算机图形学课程设计及其中外案例分析

Traffic Parameters Prediction Using a Three-Channel Convolutional Neural Network

Using Convolutional Neural Network with Asymmetrical Kernels to Predict Speed of Elevated Highway

A Hybrid Learning Algorithm for the Optimization of Convolutional Neural Network

雑音環境における確率的点配置法を用いた粒子群最適化の統合【Powered by NICT】

Traffic sign detection based on cascaded convolutional neural networks

An urban scene in a car infrastructure networking connectivity model deduction method

Integrating Particle Swarm Optimization with Stochastic Point Location method in noisy environment

A Sliding Window Method for Online Tracking of Spatiotemporal Event Patterns

Incorporation of Optimal Computing Budget Allocation for Ordinal Optimization Into Learning Automata

基于深度学习的车标识别方法研究 (Vehicle Logo Recognition Based on Deep Learning)

基于多层级联视觉显著性模型的肇事车辆锁定方法

Vehicle license plate recognition using visual attention model and deep learning

基于多层级联视觉显著性模型的肇事车辆锁定方法 (Localization of Causing-traffic-trouble Vehicle with Multi-level Cascaded Visual Attention Model)

Incorporation of ordinal optimization into learning automata for high learning efficiency

Approximately Optimal Computing-Budget Allocation for subset ranking

基于四元数视觉注意模型的肇事车辆匹配方法

A JND Profile Based on Hierarchically Selective Attention for Images

An quality metric for 3D rendered image based on stereo saliency and structural similarity

A DCT-domain JND model based on visual attention for image

A spatio-temporal inpainting method for Kinect depth video

Object rigidity and reflectivity identification based on motion analysis

基于实时多目标跟踪的足球机器人视觉系统设计

子带编码算法的DSP实现

Streaming Media Based Remote-distance Industrial Image Monitoring System

Low-Density Parity-Check Codes Used for Compressed Image Transmission over Noisy Channel

单片机与计算机的高速并口通讯

模数转换器在便携式数据采集仪中的应用

新型传感材料迟环现象的智能补偿方法

预印本

Multi-Frequency Graph Neural Rough Differential Equations for Traffic Forecasting

研究方向