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Junyuan Hong

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

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Feb 20, 2025
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GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing

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Feb 10, 2025
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Extracting and Understanding the Superficial Knowledge in Alignment

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Feb 07, 2025
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DeepOSets: Non-Autoregressive In-Context Learning of Supervised Learning Operators

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Oct 11, 2024
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LLM-PBE: Assessing Data Privacy in Large Language Models

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Aug 23, 2024
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GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning

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Jun 13, 2024
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Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

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Mar 18, 2024
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Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk

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Mar 14, 2024
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On the Generalization Ability of Unsupervised Pretraining

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Mar 11, 2024
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Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

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Feb 26, 2024
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