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20232026
most citedFederated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization

3 citations · 4 across the 3 of their papers we have counts for

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cs.IR2026

Can We Steer the Black-Box? Towards Controllability-Centric Evaluation of Recommender Systems with Collaborative Agents

Jiwen Zhou, Xiang Liu, Mingming Li +5

Recommender systems operate as Black-Boxes, leaving users and regulators unable to steer their outputs toward specific intentions or audit their behavior. This lack of controllabil…