Jia DengProfessor · Princeton UniversityResearcher↗
Researcher · Academic
Princeton UniversityAssistant Professor
Liu co-created DenseNet, which helped image-recognition systems reuse information efficiently, and ConvNeXt, which showed that updated traditional vision networks could compete with newer designs.[1] His research showed that some smaller networks train as well from scratch as by shrinking a larger model.[2]
Princeton University2025-present
Meta2021-2025Work and education history is primarily focused on AI-relevant roles and may not be comprehensive.
ConvNeXt coauthorship and competitive performance against transformers.
Scope-limited result on training smaller networks from scratch.
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Reviewed August 24, 2026 · Checked for accuracy and new information.