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Nicholas D. Lane

Don't Make It Up: Preserving Ignorance Awareness in LLM Fine-Tuning

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Jun 17, 2025
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DES-LOC: Desynced Low Communication Adaptive Optimizers for Training Foundation Models

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May 28, 2025
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Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?

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May 26, 2025
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SparsyFed: Sparse Adaptive Federated Training

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Apr 07, 2025
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Bridge the Gaps between Machine Unlearning and AI Regulation

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Feb 18, 2025
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LUNAR: LLM Unlearning via Neural Activation Redirection

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Feb 11, 2025
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A Survey on Federated Learning in Human Sensing

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Jan 07, 2025
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Rapid Distributed Fine-tuning of a Segmentation Model Onboard Satellites

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Nov 26, 2024
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Photon: Federated LLM Pre-Training

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Nov 05, 2024
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DEPT: Decoupled Embeddings for Pre-training Language Models

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Oct 07, 2024
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