Author

Xinyi Zhao

Harbin Institute of TechnologyORCID 0000-0002-8924-6431Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Xinyi Zhao2 papers · Monash University

Biology Disciplines

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Neuroscience· 2 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 3 Organism:human· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Approach:machine learning (classical)· 1 Research Focus:spatial domain detection· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Qiuyi LiuiD· 2 shared Xia LiangiD· 2 shared Bibo Cai· 1 shared Bing QiniD· 1 shared Dan Yang ZhaoiD· 1 shared Fang WaniD· 1 shared Han LiiD· 1 shared Huiting Lei· 1 shared

Activity by Year

2021-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 17 mutual co-author links

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2 shared papersNeuroscience

Qiuyi LiuORCID

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3 papers

Recent·Most cited

Causal event structure shapes convergent reactivation signatures in human cortex and language model

Zihan Zhang, YuTing Chen, Qiuyi Liu, Xinyi Zhao, Xiao Ding, Xiaoyu Fei, Juntong Du, Yu Bao, Junhao Gao, Xingqi Huang, Bibo Cai, Xia Liang, Bing Qin, Ting Liu

This study compares how causal knowledge is represented in human brain and large language models through reactivation patterns and finds similar intrinsic manifold structures.

bioRxiv · Oct 7, 2026 · PreprintNeuroscience

Energy Landscape Analysis Reveals Thalamic Modulation of Brain State Transitions During Movie Watching

Qiuyi Liu, Lili Sun, Xinyi Zhao, Wenbin Qu, Jiaqi Zhou, Z.P. Wang, K. X. Li, Huiting Lei, Xia Liang

This study uses energy landscape modeling on fMRI data to identify brain states and their transitions during movie watching, revealing thalamic modulation of neural dynamics.

bioRxiv · Jan 21, 2026 · PreprintNeuroscience

MoTSE: an interpretable task similarity estimator for small molecular property prediction tasks

Han Li, Xinyi Zhao, Shuya Li, Fang Wan, Dan Yang Zhao, Jianyang Zeng

MoTSE estimates task similarity for molecular property prediction to improve transfer learning performance by leveraging graph neural networks and interpretability.

bioRxiv · Jan 13, 2021 · PreprintBioinformatics