RQ-Reg: A Residual-Quantization-Based Framework for Continuous Value Prediction in Recommender Systems

Runpeng Cui, Zhipeng Sun, Chi Lu +1

Predicting continuous values such as watch-time and gross merchandise value (GMV) is a core problem in industrial recommendation systems. Its inherent difficulty stems from the hig…