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Jonathan Chen

2 accepted papers

2026

Simple Agents Outperform Experts in Biomedical Imaging Workflow Optimization

CVPR 2026

Adapting production-level computer vision tools to bespoke scientific datasets is a critical "last mile" bottleneck. Current solutions are impractical: fine-tuning requires large annotated datasets scientists often lack, while manual code adaptation costs scientists weeks to months of effort. We con

Cited by 0SourcecodeScholar
2024

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

ICLR 2024oral

Recently, remarkable progress has been made on automated problem solving through societies of agents based on large language models (LLMs). Previous LLM-based multi-agent systems can already solve simple dialogue tasks. More complex tasks, however, face challenges through logic inconsistencies due t…