Chenzhong Yin

University of Southern California — United States

Medicine · Health Sciences

7h-index308citations33works1.12yr avg
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Research Topics

Chronic Obstructive Pulmonary Disease (COPD) Research(4), Health, Environment, Cognitive Aging(4), Dementia and Cognitive Impairment Research(3), Functional Brain Connectivity Studies(3), Advanced Memory and Neural Computing(3)

Publications33 total

AI-enabled live-dead cell viability classification and motion forecasting
2026Open Access
EMoE: Eigenbasis-Guided Routing for Mixture-of-Experts
ArXiv.org·2026Open Access
EMoE: Eigenbasis-Guided Routing for Mixture-of-Experts
arXiv (Cornell University)·2026Open Access
AI enabled live-dead cell viability classification and motion forecasting
Code Ocean·2026Open Access
Neuron-Inspired Leader–Follower Networks for AI with Local Error Signals
2025Open Access
ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization
arXiv (Cornell University)·2025Open Access
Eigen Neural Network: Unlocking Generalizable Vision with Eigenbasis
arXiv (Cornell University)·2025Open Access
Controllable Generative Model for Brain Evolution
2025· 1 cited
Exploiting Application-to-Architecture Dependencies for Designing Scalable OS
2025
MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation
arXiv (Cornell University)·2025Open Access
Deep learning to quantify the pace of brain aging in relation to neurocognitive changes
Proceedings of the National Academy of Sciences·2025· 6 citedOpen Access
Exploiting Application-to-Architecture Dependencies for Designing Scalable OS
arXiv (Cornell University)·2025Open Access
W7. NEXT-GENERATION PRECISION MEDICINE FOR SUICIDALITY PREVENTION: COMPREHENSIVE BIO-SOCIO-PSYCHOLOGICAL INTEGRATION
European Neuropsychopharmacology·2024
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks
2024· 7 cited
Discovering Malicious Signatures in Software from Structural Interactions
2024· 1 cited
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks
arXiv (Cornell University)·2023Open Access
Discovering Malicious Signatures in Software from Structural Interactions
arXiv (Cornell University)·2023· 1 citedOpen Access
Early identification of Alzheimer’s risk using anatomically interpretable estimation of brain age
Alzheimer s & Dementia·2023· 2 citedOpen Access
Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives
arXiv (Cornell University)·2023· 4 citedOpen Access
Fractional dynamics deep learning approach for diagnosing COPD stages
2023
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Frequent Co-authors

Paul Bogdan(28), Mingxi Cheng(17), Shahin Nazarian(14), Anzhe Cheng(11), Andrei Irimia(8), Xiongye Xiao(8), Heng Ping(6), Paul Aisen(5), Ronald Petersen(5), Gaurav Gupta(5), Nikhil N. Chaudhari(4), Xinghe Chen(4), Clifford R. Jack(4), Laurel Beckett(4), Michael Donohue(4), Mihai Udrescu(4), Andrei Lihu(4), Lucreția Udrescu(4), David M. Mannino(4), Ștefan Mihăicuță(4)