2 papers
cs.IR2025
UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems
Zhengrui Xu, Zhe Yang, Zhengxiao Guo +5
Industrial recommender systems commonly rely on ensemble sorting (ES) to combine predictions from multiple behavioral objectives. Traditionally, this process depends on manually de…
cs.CV2024
DenoiseRep: Denoising Model for Representation Learning
Zhengrui Xu, Guan'an Wang, Xiaowen Huang +1
The denoising model has been proven a powerful generative model but has little exploration of discriminative tasks. Representation learning is important in discriminative tasks, wh…