Linfeng Zhang
3 papers · Latest:
Machine Learning
DataMaster: Towards Autonomous Data Engineering for Machine Learning
DataMaster automates data engineering for ML, using a novel agent framework with tree search, shared data, and memory to boost model performance.
2605.10906
Quantitative Methods (Biology)ProtoCycle: Reflective Tool-Augmented Planning for Text-Guided Protein Design
ProtoCycle is an LLM-driven agentic framework for text-guided protein design that uses reflective, tool-augmented planning to bridge the plan-execute gap.
2604.16896
Software EngineeringIndustryCode: A Benchmark for Industry Code Generation
IndustryCode is a new benchmark for evaluating LLMs' code generation across diverse industrial domains and programming languages.
2604.02729
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