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Ali Payani

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Personalized Federated Fine-tuning for Heterogeneous Data: An Automatic Rank Learning Approach via Two-Level LoRA

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Mar 05, 2025
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Benchmarking LLMs for Political Science: A United Nations Perspective

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Feb 19, 2025
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SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models

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Feb 17, 2025
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Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning

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Feb 08, 2025
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Effective Guidance for Model Attention with Simple Yes-no Annotations

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Oct 29, 2024
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ProFL: Performative Robust Optimal Federated Learning

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Oct 23, 2024
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Can Knowledge Editing Really Correct Hallucinations?

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Oct 21, 2024
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Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model

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Oct 04, 2024
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Benchmarking Graph Conformal Prediction: Empirical Analysis, Scalability, and Theoretical Insights

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Sep 26, 2024
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LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models

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Aug 31, 2024
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