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Joseph E. Gonzalez

Why Do Multi-Agent LLM Systems Fail?

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Mar 17, 2025
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WorldModelBench: Judging Video Generation Models As World Models

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Feb 28, 2025
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S*: Test Time Scaling for Code Generation

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Feb 20, 2025
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Autellix: An Efficient Serving Engine for LLM Agents as General Programs

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Feb 19, 2025
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The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

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Feb 12, 2025
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LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

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Feb 11, 2025
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Adaptive Semantic Prompt Caching with VectorQ

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Feb 06, 2025
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BARE: Combining Base and Instruction-Tuned Language Models for Better Synthetic Data Generation

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Feb 03, 2025
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HashAttention: Semantic Sparsity for Faster Inference

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Dec 19, 2024
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VisionArena: 230K Real World User-VLM Conversations with Preference Labels

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Dec 11, 2024
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