Fan Du

Research Scientist

San Jose

Fan Du is a Research Scientist at Systems Technology Lab. He received his Ph.D. degree in Computer Science from University of Maryland, College Park in 2018, advised by Ben Shneiderman and Catherine Plaisant. His research interest lies at the intersection of data visualization, recommender systems, and machine learning. His dissertation research on explainable recommendation for event sequences received Adobe Marketing Research Award and Honorable Mention Award at ACM CHI conference.

Previously, Fan received his master’s degree from University of Maryland, College Park and bachelor’s degree from Zhejiang University. For more information, please visit Fan’s personal webpage.

Publications

Interactive Audience Expansion On Large Scale Online Visitor Data

Chan, G., Mai, T., Rao, A., Rossi, R., Du, F., Silva, C., Freire, J. (Aug. 14, 2021)

ACM SIGKDD Conference on Knowledge Discovery & Data Mining

Real-Time Clustering for Large Sparse Online Visitor Data

Chan, G., Du, F., Rossi, R., Rao, A., Koh, E., Silva, C., Freire, J. (Jan. 20, 2020)

Proceedings of The Web Conference (WWW)

Visualizing Uncertainty and Alternatives in Event Sequence Predictions

Guo, S., Du, F., Malik, S., Koh, E., Kim, S., Liu, L., Kim, D., Zha, H., Cao, N. (Jan. 4, 2019)

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019)

DeepCompare: Visual and Interactive Comparison of Deep Learning Models

Murugesan, S., Malik, S., Du, F., Koh, E., Lai, T. (Oct. 22, 2018)

Proceedings of Visualization in Data Science (Proc. VDS 2018)

Personalizable and Interactive Sequence Recommender System

Du, F., Malik, S., Theocharous, G., Koh, E. (Apr. 21, 2018)

CHI Extended Abstracts on Human Factors in Computing Systems

Interactive Campaign Planning for Marketing Analysts

Du, F., Malik, S., Koh, E., Theocharous, G. (Apr. 21, 2018)

CHI Extended Abstracts on Human Factors in Computing Systems

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