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Xueqi Cheng

CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense

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Oct 30, 2024
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Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models

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Oct 16, 2024
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MITA: Bridging the Gap between Model and Data for Test-time Adaptation

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Oct 12, 2024
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HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router

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Oct 03, 2024
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Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration

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Oct 02, 2024
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Generative Retrieval Meets Multi-Graded Relevance

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Sep 27, 2024
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Improving the Shortest Plank: Vulnerability-Aware Adversarial Training for Robust Recommender System

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Sep 26, 2024
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Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework

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Sep 24, 2024
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StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models

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Sep 16, 2024
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Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive Information

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Aug 12, 2024
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