Author

Junjie Jiang

Xi'an Jiaotong UniversityORCID 0000-0001-9649-4831Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1

Frequent Co-Authors

Dongping YangiD· 2 shared Changgui Gu· 1 shared Chenggui YaoiD· 1 shared Feng Lin· 1 shared Guozhang CheniD· 1 shared Jianwei ShuaiiD· 1 shared Jieping YeiD· 1 shared Junwen LuoiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersNeuroscience

Dongping YangORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintFeb 6, 2026

Circadian-Modulated Thresholds as a Mechanistic Basis for Sleep-Wake Transitions, Recovery, and Sleepiness

Chenggui Yao, Junjie Jiang, Changgui Gu…·Dongping Yang

This paper develops a computational model that explains sleep-wake transitions and sleepiness through circadian-modulated thresholds, showing how circadian and homeostatic drives interact dynamically.

DOI 10.64898/2026.02.04.703688

humanstatistical model

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NeurosciencebioRxivPreprintJul 27, 2025

Representation Transfer via Invariant Input-driven Neural Manifolds for Brain-inspired Computations

Tie Jun Xu, Shuchen Wu, Junwen Luo…·Dongping Yang

The paper introduces a brain-inspired framework for domain adaptation in AI, using recurrent neural networks to create transferable representations that enable rapid few-shot adaptation with fewer parameters.

DOI 10.1101/2025.07.27.666997

deep learningstatistical model

𝕏 PostBluesky