Report summary

The 2018-2020 picture for Stanford University Department of Computer Science is a 38-PI network with 20 internal PI collaborations. The main research signal is Computer Science as the leading field (41% of slots across 26 PIs; 26 labels), Artificial Intelligence as the leading subfield (12% of slots across 10 PIs; 10 labels), and Topic Modeling as the leading topic (4% of slots across 4 PIs; 4 labels). This is a solid, readable collaboration map: group-level fit matters more than a single department-wide label. The leading PI names are James Zou (13.2 weighted works; Gene expression and cancer classification, Genetic Associations and Epidemiology). The clearest collaboration lines are Mary Wootters and Ray Li (2 shared works, weight 2). The leading breakdown groups are group 1 with 9 PIs, 11 internal connections, weight 7.3, around Artificial Intelligence, Molecular Biology, Computer Vision and Pattern Recognition, led by James Zou, Percy Liang, Jure Leskovec.