RankGraph-2: Lifecycle Co-Design for Billion-Node Graph Learning in Recommendation[cite: 2]
Meta introduces RankGraph-2, co-designing graph construction, representation learning, and serving for billion-node similarity-based retrieval.
š arxiv.org/abs/2606.18379
Graph-based retrieval at billion-node scale requires jointly solving three tightly coupled problems -- graph construction, representation learning, and real-time serving -- yet existing work addresses...
arxiv.org
Sumit
