Report summary

The 2021-2023 picture for Stanford University Department of Computer Science is a 35-PI network with 18 internal PI collaborations. The main research signal is Computer Science as the leading field (40% of slots across 22 PIs; 22 labels), Artificial Intelligence as the leading subfield (20% of slots across 14 PIs; 14 labels), and Topic Modeling as the leading topic (6% of slots across 6 PIs; 6 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 (24.9 weighted works; AI in cancer detection, Artificial Intelligence in Healthcare and Education). The clearest collaboration lines are C. Karen Liu and Jiajun Wu (4 shared works, weight 2.2). The leading breakdown groups are group 1 with 10 PIs, 10 internal connections, weight 9, around Artificial Intelligence, Molecular Biology, Computer Vision and Pattern Recognition, led by Jure Leskovec, Dan Jurafsky, Diyi Yang.