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Mingchen Liu

2 accepted papers

2025

Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs

ICLR 2025poster

Self-driving laboratories have begun to replace human experimenters in performing single experimental skills or predetermined experimental protocols. However, as the pace of idea iteration in scientific research has been intensified by Artificial Intelligence, the demand for rapid design of new prot…

Cited by 0SourcePDFScholar
2025

Targeted control of fast prototyping through domain-specific interface

ICML 2025poster

Industrial designers have long sought a natural and intuitive way to achieve the targeted control of prototype models---using simple natural language instructions to configure and adjust the models seamlessly according to their intentions, without relying on complex modeling commands. While Large La…

Cited by 0SourcePDFScholar