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Ziyu Yao

George Mason University

Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack

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Mar 18, 2025
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AutoSpatial: Visual-Language Reasoning for Social Robot Navigation through Efficient Spatial Reasoning Learning

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Mar 10, 2025
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A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models

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Mar 07, 2025
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Beneath the Surface: How Large Language Models Reflect Hidden Bias

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Feb 27, 2025
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Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines

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Feb 22, 2025
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Mechanistic Understanding of Language Models in Syntactic Code Completion

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Feb 20, 2025
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Evaluating Vision-Language Models as Evaluators in Path Planning

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Nov 27, 2024
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CAR: Controllable Autoregressive Modeling for Visual Generation

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Oct 07, 2024
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DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search

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Oct 04, 2024
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Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models

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Sep 26, 2024
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