Rongchuan Wei

Geodesic Expert Routing for Unbiased Knowledge Distillation in Recommendation

Knowledge distillation has become a prevalent technique for deploying efficient recommender systems, enabling lightweight student models to approximate the performance of larger teachers. However, we identify a critical issue: distillation systematically amplifies popularity bias, as student models