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Tianxing He

Towards Black-Box Membership Inference Attack for Diffusion Models

May 25, 2024
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Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically

Apr 25, 2024
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Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks

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Feb 18, 2024
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k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text

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Feb 17, 2024
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Learning Time-Invariant Representations for Individual Neurons from Population Dynamics

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Nov 03, 2023
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KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models

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Oct 24, 2023
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On the Zero-Shot Generalization of Machine-Generated Text Detectors

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Oct 08, 2023
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SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation

Oct 06, 2023
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Knowledge Crosswords: Geometric Reasoning over Structured Knowledge with Large Language Models

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Oct 02, 2023
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LatticeGen: A Cooperative Framework which Hides Generated Text in a Lattice for Privacy-Aware Generation on Cloud

Oct 02, 2023
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