TFR-Net tracks channel-level risk trajectories across sequential unlearning requests to suppress persistent target-related channels and safely reactivate dormant channels, improving the forgetting-utility trade-off.
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Trajectory-Guided Forget-Recover Network for Continual LLM Unlearning
TFR-Net tracks channel-level risk trajectories across sequential unlearning requests to suppress persistent target-related channels and safely reactivate dormant channels, improving the forgetting-utility trade-off.