Family Weekend 2025

We’re excited to announce Nov. 7-9 as the dates for UCSC’s second annual Family Weekend, bringing families together to experience UC Santa Cruz’s vibrant campus life and community spirit. The […]

Wang, S. (CSE) – Learned Hashing and Overlay Networks for AI-native Retrieval and Serving at Scale

Hybrid Event

Modern AI systems demand low-latency high-quality retrieval and serving over billion-scale keys and vectors. This proposal studies learned hashing and overlay networks to co-locate semantically related items and steer queries with minimal coordination. We first present LEAD, to our knowledge the first use of order-preserving learned hash functions in distributed key-value overlays, enabling efficient range […]