SA-RSQ: A Versatile Sparse Representation Framework for Multi-modal Recommender Systems

Xiang Wang, Shigang Quan, Tingzhen Chang +5

Deploying high-dimensional multimodal features in industrial recommender systems incurs substantial storage and latency overhead. Hard quantization is compact but introduces bounda…