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Payel Das

PEEL the Layers and Find Yourself: Revisiting Inference-time Data Leakage for Residual Neural Networks

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Apr 08, 2025
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Fundamental Safety-Capability Trade-offs in Fine-tuning Large Language Models

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Mar 24, 2025
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Can Memory-Augmented Language Models Generalize on Reasoning-in-a-Haystack Tasks?

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Mar 10, 2025
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EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts

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Feb 20, 2025
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Can Large Language Models Adapt to Other Agents In-Context?

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Dec 27, 2024
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Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs

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Nov 11, 2024
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SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

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Oct 09, 2024
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Large Language Models can be Strong Self-Detoxifiers

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Oct 04, 2024
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Generation Constraint Scaling Can Mitigate Hallucination

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Jul 23, 2024
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Needle in the Haystack for Memory Based Large Language Models

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Jul 01, 2024
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