Scholar
Siming Chen
Google Scholar ID: LikgkYwAAAAJ
Associate Professor at Fudan University
Citations & Impact
Citations
2,528
H-index
25
i10-index
52
Publications
20
Co-authors
166
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Visual Comparison of Social Media Streams
- Visual Evaluation for Autonomous Driving
- Storytelling: Life of Su Dongpo
- Contextualized Analysis of Movement Event
- LDA Ensembles for User Behavior Analysis
- Informed Machine Learning
- Story Synthesis Framework
- Semantic Space Time Cube
- User Behavior Map
- D-Map+: Information Diffusion Visual Analytics
Research Experience
- 2020 - present, School of Data Science, Fudan University, focusing on general topics on visualization and visual analytics, storytelling, and human-centered machine learning.
- 2017 - 2020, Knowledge Discovery Group (KD) of Fraunhofer IAIS, focusing on spatial-temporal data visualization, social media visualization, and security visual analytics.
- 2017 - 2020, Knowledge Discovery and Machine Learning Group (KDML) of University of Bonn, focusing on VGI (Volunteered Geographic Information) visualization research projects.
- 2010 - 2017, Visualization and Visual Analysis Group of Peking University (PKUVIS), focusing on spatial-temporal data visualization and information spreading and security visual analytics, supervised by Prof. Xiaoru Yuan.
- 2009 - 2010, Multimedia and Image Process Lab in Fudan University, focusing on routing protocols of Ad-hoc network and image processing, supervised by Prof. Bo Yan.
Background
- Associate Professor at the School of Data Science, Fudan University. Research interests include visualization and visual analytics techniques, human-centered artificial intelligence. Special focuses on large-language model-driven visual analytics, explainable AI, digital twin, and storytelling techniques. Research applications cover FinTech, social network visual analytics, autonomous driving, security visual analytics, and digital humanity.
Miscellany
- Likes computers, traveling, and poems. Believes that information can be spread widely through visual communication.
