Logits-Level Balanced Machine Unlearning for LLM-Based Recommendation System

Chenchen Tan, Xinghao Li, Youyang Qu, Cunjian Chen, Shujie Cui, Longxiang Gao

Published: 01 Jan 2026, Last Modified: 28 Feb 2026IEEE Transactions on Neural Networks and Learning SystemsEveryoneRevisionsCC BY-SA 4.0
Abstract: As recommendation systems have become foundational to digital platforms, the integration of large language models (LLMs) into these systems offers transformative potential. In LLM-based recommendation (LLMRec) systems, LLMs excel at capturing nuanced user p
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