James Zou
3 papers · Latest:
Artificial Intelligence
Unlocking LLM Creativity in Science through Analogical Reasoning
Analogical Reasoning (AR) enables LLMs to generate significantly more diverse and novel solutions for scientific problems, mitigating mode collapse.
2605.11258
Artificial IntelligenceA Versatile AI Agent for Rare Disease Diagnosis and Risk Gene Prioritization
Hygieia is a versatile AI agent that integrates multi-modal data for accurate rare disease diagnosis and risk gene prioritization, outperforming physicians.
2605.06226
Artificial IntelligenceRecursive Multi-Agent Systems
RecursiveMAS scales multi-agent collaboration by casting the system as a unified latent-space recursive computation, improving performance and efficiency.
2604.25917
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