Fan Du

Director of Research, Advanced Technology Group, Dolby

Joined

May 2025

Names

Fan Du (Preferred)

Emails

****@dolby.com (Confirmed)

****@cs.umd.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Director of Research

Advanced Technology Group, Dolby (dolby.com)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Ben Shneiderman

2013 – 2018

Expertise

Machine Learning

2013 – Present

Human Computer Interaction

2013 – Present

Information Visualization

2013 – Present

Publications

VideoCritic: Diagnosing and Localizing Reasoning Errors in Video-Language Models
Chenwei Xu, Jianshu Zhang, Shang Wu, Lie Lu, Pranav Maneriker, Fan Du, Manling Li, Han Liu
- VidLLMs 2026 Poster
- Readers: Everyone
Visual Insight Recommendation: From Ranking Insight Visualizations to Insight Types
Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao
- IEEE Big Data 2023
- Readers: Everyone
ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives
Jian Zhao, Shenyu Xu, Senthil K. Chandrasegaran, Chris Bryan, Fan Du, Aditi Mishra, Xin Qian, Yiran Li, Kwan-Liu Ma
- IEEE Trans. Vis. Comput. Graph. 2023
- Readers: Everyone
Partial Failure Resilient Memory Management System for (CXL-based) Distributed Shared Memory
Mingxing Zhang, Teng Ma, Jinqi Hua, Zheng Liu, Kang Chen, Ning Ding, Fan Du, Jinlei Jiang, Tao Ma, Yongwei Wu
- SOSP 2023
- Readers: Everyone
DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information
Arpit Narechania, Surya Chakraborty, Shivam Agarwal, Atanu R. Sinha, Ryan A. Rossi, Fan Du, Jane Hoffswell, Shunan Guo, Eunyee Koh, Alex Endert, Shamkant B. Navathe
- IEEE Big Data 2023
- Readers: Everyone
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
- CoRR 2023
- Readers: Everyone
On Chatbots for Visual Exploratory Data Analysis
Brodrick Stigall, Ryan A. Rossi, Jane Hoffswell, Xiang Chen, Shunan Guo, Fan Du, Eunyee Koh, Kelly Caine
- IEEE Big Data 2023
- Readers: Everyone
A Declarative Specification for Authoring Metrics Dashboards
Will Epperson, Kanit Wongsuphasawat, Allison Whilden, Fan Du, Justin Talbot
- CoRR 2023
- Readers: Everyone
PersonaSAGE: A Multi-Persona Graph Neural Network
Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, Ryan A. Rossi
- IEEE Big Data 2023
- Readers: Everyone

View all 78 publications

Co-Authors

View all 149 co-authors