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Qi Long

Statistical Impossibility and Possibility of Aligning LLMs with Human Preferences: From Condorcet Paradox to Nash Equilibrium

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Mar 14, 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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Robust Detection of Watermarks for Large Language Models Under Human Edits

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Nov 21, 2024
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SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text

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Nov 17, 2024
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Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts

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Oct 10, 2024
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Clustering Alzheimer's Disease Subtypes via Similarity Learning and Graph Diffusion

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Oct 04, 2024
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Fairness-Aware Estimation of Graphical Models

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Aug 30, 2024
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SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH)

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Jul 24, 2024
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Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization

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Jun 08, 2024
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DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation

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Jun 02, 2024
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