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Yue Xing

How to Enhance Downstream Adversarial Robustness (almost) without Touching the Pre-Trained Foundation Model?

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Apr 15, 2025
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A General Framework to Enhance Fine-tuning-based LLM Unlearning

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Feb 25, 2025
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Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach

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Feb 22, 2025
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Multi-Faceted Studies on Data Poisoning can Advance LLM Development

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Feb 20, 2025
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Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models

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Feb 18, 2025
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Unveiling Privacy Risks in LLM Agent Memory

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Feb 17, 2025
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Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective

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Nov 21, 2024
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A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration

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Oct 21, 2024
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Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning

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Oct 18, 2024
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Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Models

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Oct 16, 2024
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