Lulu Cai

Doctor of Engineering

With Certificate of Graduation for Doctorate Study

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CDDS Lab > Scientific Research > Paper Publications

Exploring the Potential of an End-to-End AI Design Framework for Photoresponsive Drug Delivery

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Affiliation of Author(s):[1] Shanghai Academy of AI for Science [2]Ningxia University [3]Imperial College London ...
Journal:Biomedical Optics Express
Abstract:In our effort to more reliably leverage large language models for designing effective photoresponsive molecular materials for drug delivery, we developed the Explanation CPO (XCPO), an end-to-end reinforcement learning fine-tuning workflow. The maturity of RLHF techniques has greatly stimulated the flourishing application of general-purpose LLMs across various scientific domains. Compared with representative RLHF approaches like CPO, our XCPO emphasizes the potential and effectiveness of a fully AI-driven, end-to-end fine-tuning process. In this workflow, the preference dataset for RLFT ...
Volume:16
Issue:1
Page Number:2232–2242
ISSN No.:2156-7085
Translation or Not:no