Dongdong Wang

Dongdong Wang

University of Central Florida

H-index: 9

North America-United States

About Dongdong Wang

Dongdong Wang, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at University of Central Florida, specializes in the field of Deep Learning, Semantic Segmentation, Large Language Model, Intelligent Transportation Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Enhancing traffic safety with parallel dense video captioning for end-to-end event analysis

Insights into vehicle conflicts based on traffic flow dynamics

Real-time crash prediction on express managed lanes of Interstate highway with anomaly detection learning

Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models

Improving Deep Neural Network Training with Knowledge Distillation

SSDLog: a semi-supervised dual branch model for log anomaly detection

On calibrating semantic segmentation models: analyses and an algorithm

Exploratory Analysis of the Crash Severity between Vehicular Automation (SAE L2-5) with Multi-Source Data

Dongdong Wang Information

University

Position

___

Citations(all)

268

Citations(since 2020)

266

Cited By

18

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

University of Central Florida

Google Scholar

View Google Scholar Profile

Dongdong Wang Skills & Research Interests

Deep Learning

Semantic Segmentation

Large Language Model

Intelligent Transportation Systems

Top articles of Dongdong Wang

Title

Journal

Author(s)

Publication Date

Enhancing traffic safety with parallel dense video captioning for end-to-end event analysis

arXiv preprint arXiv:2404.08229

Maged Shoman

Dongdong Wang

Armstrong Aboah

Mohamed Abdel-Aty

2024/4/12

Insights into vehicle conflicts based on traffic flow dynamics

Scientific Reports

Shengxuan Ding

Mohamed Abdel-Aty

Zijin Wang

Dongdong Wang

2024/1/17

Real-time crash prediction on express managed lanes of Interstate highway with anomaly detection learning

Accident Analysis & Prevention

Samgyu Yang

Mohamed Abdel-Aty

Zubayer Islam

Dongdong Wang

2024/6/1

Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models

arXiv preprint arXiv:2404.15081

Jingyao Xu

Yuetong Lu

Yandong Li

Siyang Lu

Dongdong Wang

...

2024/4/23

Improving Deep Neural Network Training with Knowledge Distillation

Dongdong Wang

2023

SSDLog: a semi-supervised dual branch model for log anomaly detection

World Wide Web

Siyang Lu

Ningning Han

Mingquan Wang

Xiang Wei

Zaichao Lin

...

2023/9

On calibrating semantic segmentation models: analyses and an algorithm

Dongdong Wang

Boqing Gong

Liqiang Wang

2023

Exploratory Analysis of the Crash Severity between Vehicular Automation (SAE L2-5) with Multi-Source Data

arXiv preprint arXiv:2303.17788

Shengxuan Ding

Mohamed Abdel-Aty

Dongdong Wang

Zijin Wang

Ou Zheng

...

2023/3/31

SemLog: A Semantics-based Approach for Anomaly Detection in Big Data System Logs

Xiaoman Tan

Ningning Han

Siyang Lu

Wu Chen

Dongdong Wang

2023/12/17

Black-box attacks against log anomaly detection with adversarial examples

Information Sciences

Siyang Lu

Mingquan Wang

Dongdong Wang

Xiang Wei

Sizhe Xiao

...

2023/1/1

Avoid: Autonomous vehicle operation incident dataset across the globe

arXiv preprint arXiv:2303.12889

Ou Zheng

Mohamed Abdel-Aty

Zijin Wang

Shengxuan Ding

Dongdong Wang

...

2023/3/22

Ensemble Distillation for Out-of-distribution Detection

Dongdong Wang

Jingyao Xu

Siyang Lu

Xiang Wei

Liqiang Wang

2023/12/17

Traffic flow clustering framework using drone video trajectories to identify surrogate safety measures

arXiv preprint arXiv:2303.16651

Shengxuan Ding

Mohamed Abdel-Aty

Ou Zheng

Zijin Wang

Dongdong Wang

2023/3/10

TransFlowLog: Log Anomaly Detection Based on Transformer Encoder and Interflow Decoder

Zaichao Lin

Siyang Lu

Ningning Han

Dongdong Wang

Xiang Wei

...

2023/12/17

Chatgpt is on the horizon: Could a large language model be all we need for intelligent transportation?

arXiv preprint arXiv:2303.05382

Ou Zheng

Mohamed Abdel-Aty

Dongdong Wang

Zijin Wang

Shengxuan Ding

2023/3/6

An Unsupervised Gradient-Based Approach for Real-Time Log Analysis From Distributed Systems

International Journal of Cooperative Information Systems

Minquan Wang

Siyang Lu

Sizhe Xiao

Dong Dong Wang

Xiang Wei

...

2023/9/22

The United States COVID-19 forecast hub dataset

Scientific data

Estee Y Cramer

Yuxin Huang

Yijin Wang

Evan L Ray

Matthew Cornell

...

2022/8/1

ADCNN: Towards learning adaptive dilation for convolutional neural networks

Pattern Recognition

Jie Yao

Dongdong Wang

Hao Hu

Weiwei Xing

Liqiang Wang

2022/3/1

Meta domain generalization for smart manufacturing: Tool wear prediction with small data

Journal of Manufacturing Systems

Dongdong Wang

Qingyang Liu

Dazhong Wu

Liqiang Wang

2022/1/1

Skdlog: self-knowledge distillation-based cnn for abnormal log detection

Ningning Han

Siyang Lu

Dongdong Wang

Mingquan Wang

Xiaoman Tan

...

2022/12/15

See List of Professors in Dongdong Wang University(University of Central Florida)