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Mengdi Wang

Temporal Consistency for LLM Reasoning Process Error Identification

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Mar 18, 2025
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Iris Style Transfer: Enhancing Iris Recognition with Style Features and Privacy Preservation through Neural Style Transfer

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Mar 06, 2025
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Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias

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Mar 05, 2025
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Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models

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Feb 27, 2025
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DISC: Dynamic Decomposition Improves LLM Inference Scaling

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Feb 23, 2025
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Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening

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Feb 17, 2025
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Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models

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Feb 17, 2025
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A First-order Generative Bilevel Optimization Framework for Diffusion Models

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Feb 12, 2025
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ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

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Feb 10, 2025
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MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations

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Feb 10, 2025
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