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Chenzhong Yin
Chenzhong Yin
Verified email at usc.edu
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Year
Anatomically interpretable deep learning of brain age captures domain-specific cognitive impairment
C Yin, P Imms, M Cheng, A Amgalan, NF Chowdhury, RJ Massett, ...
Proceedings of the National Academy of Sciences 120 (2), e2214634120, 2023
432023
A general trust framework for multi-agent systems
M Cheng, C Yin, J Zhang, S Nazarian, J Deshmukh, P Bogdan
Proceedings of the 20th International Conference on Autonomous Agents and …, 2021
392021
Network science characteristics of brain-derived neuronal cultures deciphered from quantitative phase imaging data
C Yin, X Xiao, V Balaban, ME Kandel, YJ Lee, G Popescu, P Bogdan
Scientific reports 10 (1), 15078, 2020
342020
Deciphering the laws of social network-transcendent COVID-19 misinformation dynamics and implications for combating misinformation phenomena
M Cheng, C Yin, S Nazarian, P Bogdan
Scientific reports 11 (1), 10424, 2021
242021
Fractional dynamics foster deep learning of COPD stage prediction
C Yin, M Udrescu, G Gupta, M Cheng, A Lihu, L Udrescu, P Bogdan, ...
Advanced Science 10 (12), 2203485, 2023
142023
Non-markovian reinforcement learning using fractional dynamics
G Gupta, C Yin, JV Deshmukh, P Bogdan
2021 60th IEEE Conference on Decision and Control (CDC), 1542-1547, 2021
82021
Coupled multiwavelet neural operator learning for coupled partial differential equations
X Xiao, D Cao, R Yang, G Gupta, G Liu, C Yin, R Balan, P Bogdan
arXiv preprint arXiv:2303.02304, 2023
52023
Coupled multiwavelet operator learning for coupled differential equations
X Xiao, D Cao, R Yang, G Gupta, G Liu, C Yin, R Balan, P Bogdan
The Eleventh International Conference on Learning Representations, 2022
52022
Discovering laws from observations: A data-driven approach
C Yin, G Gupta, P Bogdan
Dynamic Data Driven Applications Systems: Third International Conference …, 2020
22020
Early identification of Alzheimer’s risk using anatomically interpretable estimation of brain age
P Imms, J Kawamura, C Yin, A Amgalan, NF Chowdhury, NN Chaudhari, ...
Alzheimer's & Dementia 19, e082676, 2023
12023
Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives
C Yin, M Cheng, X Xiao, X Chen, S Nazarian, A Irimia, P Bogdan
arXiv preprint arXiv:2310.07885, 2023
12023
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks
A Cheng, H Ping, Z Wang, X Xiao, C Yin, S Nazarian, M Cheng, P Bogdan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Discovering Malicious Signatures in Software from Structural Interactions
C Yin, H Zhang, M Cheng, X Xiao, X Chen, X Ren, P Bogdan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Fractional dynamics deep learning approach for diagnosing COPD stages
S Mihaicuta, C Yin, M Udrescu, G Gupta, M Cheng, L Udrescu, ...
European Respiratory Journal 62 (suppl 67), 2023
2023
Raising The Limit of Image Rescaling Using Auxiliary Encoding
C Yin, Z Pan, X Zhou, L Kang, P Bogdan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
Fractional Dynamics Foster Deep Learning of COPD Stage Prediction (Adv. Sci. 12/2023)
C Yin, M Udrescu, G Gupta, M Cheng, A Lihu, L Udrescu, P Bogdan, ...
Advanced Science 10 (12), 2023
2023
Enhancing Neural Network Performance with Leader-Follower Architecture and Local Error Signals
C Yin, M Cheng, X Xiao, X Chen, A Cheng, S Nazarian, A Irimia, ...
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