Shiyang Wen

Generating personalized videos on demand can boost ad revenue by nearly 2% in high-traffic environments, transforming traditional recommendation systems.

Generative recommendation can beat DLRM in large-scale advertising, driving a 4.2% revenue lift in Kuaishou's production system via innovations in tokenization, decoding, optimization, and serving.