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Mingxi Cheng
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DRL-cloud: Deep reinforcement learning-based resource provisioning and task scheduling for cloud service providers
M Cheng, J Li, S Nazarian
2018 23rd Asia and South pacific design automation conference (ASP-DAC), 129-134, 2018
2132018
Vroc: Variational autoencoder-aided multi-task rumor classifier based on text
M Cheng, S Nazarian, P Bogdan
Proceedings of the web conference 2020, 2892-2898, 2020
782020
A COVID-19 rumor dataset
M Cheng, S Wang, X Yan, T Yang, W Wang, Z Huang, X Xiao, S Nazarian, ...
Frontiers in Psychology 12, 644801, 2021
672021
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
372023
There is hope after all: Quantifying opinion and trustworthiness in neural networks
M Cheng, S Nazarian, P Bogdan
Frontiers in artificial intelligence 3, 54, 2020
342020
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
322021
H₂O-Cloud: A Resource and Quality of Service-Aware Task Scheduling Framework for Warehouse-Scale Data Centers
M Cheng, J Li, P Bogdan, S Nazarian
IEEE transactions on computer-aided design of integrated circuits and …, 2019
25*2019
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
232021
From rumor to genetic mutation detection with explanations: a GAN approach
M Cheng, Y Li, S Nazarian, P Bogdan
Scientific Reports 11 (1), 5861, 2021
232021
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
82023
High performance training of deep neural networks using pipelined hardware acceleration and distributed memory
R Mehta, Y Huang, M Cheng, S Bagga, N Mathur, J Li, J Draper, ...
2018 19th International Symposium on Quality Electronic Design (ISQED), 383-388, 2018
62018
Trust-aware control for intelligent transportation systems
M Cheng, J Zhang, S Nazarian, J Deshmukh, P Bogdan
2021 IEEE Intelligent Vehicles Symposium (IV), 377-384, 2021
42021
Unsupervised Graphic Layout Grouping with Transformers
J Zhu, D Huang, C Wang, M Cheng, J Li, H Hu, X Geng, B Guo
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
22024
Techniques for generating data for an intelligent gesture detector
J Li, M Cheng, FZ Daha, A Srivastava
US Patent 11,556,183, 2023
12023
Machine learning general transcriptional predictors of plant disease
J Sia, W Zhang, M Cheng, P Bogdan, DE Cook
bioRxiv, 2023.08. 30.555529, 2023
12023
ClipCrop: Conditioned Cropping Driven by Vision-Language Model
Z Zhong, M Cheng, Z Wu, Y Yuan, Y Zheng, J Li, H Hu, S Lin, Y Sato, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision, 294-304, 2023
12023
Polyphenic risk score shows robust predictive ability for long-term future suicidality
M Cheng, K Roseberry, Y Choi, L Quast, M Gaines, G Sandusky, JA Kline, ...
Discover mental health 2 (1), 13, 2022
12022
Automatic generation of transformations of formatted templates using deep learning modeling
J Li, A Srivastava, M Cheng
US Patent App. 17/095,603, 2022
12022
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks
A Cheng, Z Wang, C Yin, M Cheng, H Ping, X Xiao, S Nazarian, P Bogdan
arXiv preprint arXiv:2312.13311, 2023
2023
Discovering Malicious Signatures in Software from Structural Interactions
C Yin, H Zhang, M Cheng, X Xiao, X Chen, X Ren, P Bogdan
arXiv preprint arXiv:2312.12667, 2023
2023
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Articles 1–20