Dongming Han

Personal Information

Dongming Han is now a Ph.D. student of the State Key Lab of CAD&CG and a member of Visual Analytics Group (VAG) (supervised by Prof. Wei Chen) at Zhejiang University. He got his B.S. in software engineering from Zhejiang University, China in 2017. His current research interests are Information Visualization, Visual Analytics and Graph Visualization.

Education

2017 ~ Present: Ph.D.

Zhejiang University

Major: Visualization and Visual Analytics

• Lab: State Key Lab of CAD&CG
• College: College of Computer Science and Technology

2013 ~ 2017: Bachelor

Zhejiang University

Major: Software Engineering

• College: College of Computer Science and Technology

Publications

2021

NetV.js: A Web-based Library for High-efficiency Visualization of Large-scale Graphs and Networks

VI📄PDF👨‍💻CODE

• Authors:Dongming Han, Jiacheng Pan, Xiaodong Zhao, Wei Chen
• Publication: Visual Informatics
• Keywords: Large-scale Graph WebGL Graph Visualization

2020

iNet: Visual Analysis of Irregular Transition in Multivariate Dynamic Networks

• Authors: Dongming Han,Jiacheng Pan, Rusheng Pan, Dawei Zhou, Nan Cao, Jingrui He, Mingliang Xu, Wei Chen
• Publication: Frontiers of Computer Science
• Keywords: Multivariate Dynamic Networks Rare Categories Anomaly Detection Visual Analysis

RCAnalyzer: Visual Analytics of Rare Categories in Dynamic Networks

• Authors: Jiacheng Pan, Dongming Han, Fangzhou Guo, Dawei Zhou, Nan Cao, Jingrui He, Wei Chen
• Publication: Frontiers of Information Technology & Electronic Engineering
• Keywords: Rare Category Detection Dynamic Network Visual Analytics

Visualization for Federated Learning: Challenges and Framework.

JCAD 📄 PDF

• Authors: Rusheng Pan, Dongming Han, Jiacheng Pan, Honghui Mei, Shuyue Zhou, Wei Chen
• Publication: Journal of Computer-Aided Design & Computer Graphics (Chinese)
• Keywords: Federated Learning Explainable Machine Learning Data Privacy Anomaly detection

2019

Structure-based suggestive exploration: A new approach for effective exploration of large networks

• Authors: Wei Chen, Fangzhou Guo, Dongming Han, Jacheng Pan, Xiaotao Nie, Jiazhi Xia, Xiaolong Zhang
• Publication: IEEE Transactions on Visualization and Computer Graphics
• Keywords: Large Network Exploration Structure-Based Exploration Suggestive Exploration

RankBrushers: interactive analysis of temporal ranking ensembles

• Authors: Dongming Han, Jiacheng Pan, Fangzhou Guo, Xiaonan Luo, Yingcai Wu, Wenting Zheng, Wei Chen
• Publication: Journal of Visualization
• Keywords: Visualization Temporal Ranking Ensembles Uncertainty

2018

Visual Analysis for Anomaly Detection in Time-Series: A Survey

CRAD 📄 PDF

• Authors: Dongming Han, Fangzhou Guo, Jiacheng Pan, Wenting Zheng, Wei Chen
• Publication: Journal of Computer Research and Development (Chinese)
• Keywords: Anomaly Detection Visual Analysis Visualization Time-series Data Data Mining

Open Source Contributions

NetV.js

NetV.js

2019/09 ~ Presented: NetV.js

A Large Scale Network Visualization Library

• Mainly developed using TypeScript
• Github: https://github.com/ZJUVAG/NetV.js/

Work Experience

2019 ~ Present: Zhejiang Lab Intern

• Mainly responsible for a large scale network visualization project.

Awards & Scholarships

• Academic Scholarship (2017, 2018, 2019)
• Excellent Post-Graduates Awards (2018, 2019, 2020)
• Ph.D. Student Scholarship (2019)
• Merit Post-Graduates Awards (2018, 2020)