Guo-Fu Xie

RecSoup: Efficient Model Merging Approach for Controllable Multi-Objective Recommendation

Recommender systems often need to balance multiple conflicting objectives. Controllable Multi-Objective Recommendation (CMOR) enables dynamic adjustment of objective trade-offs at inference time without retraining, adapting to shifting user or system requirements. Existing CMOR approaches typically rely on output-level...