Publications

Google scholar profile

Preprint

1. [AI Fairness] [Healthcare] Fairness Verification of Artificial Intelligence Algorithms in Predicting Progression of Alzheimer’s Disease. (Preprint)
   Chenan Wang, Chenxi Yuan, Jinhao Duan, Tianlong Chen, Kristin A. Linn, Rebecca A. Hubbard, Kaidi Xu

2. [Generative AI] [Healthcare] Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond. [arXiv]
   Zhiyuan Wang, Jinhao Duan, Chenxi Yuan, Qingyu Chen, Tianlong Chen, Huaxiu Yao, Yue Zhang, Ren Wang, Kaidi Xu, Xiaoshuang Shi

3. [Generative AI] [Manufacturing] DCG-GAN: Design Concept Generation with Generative Adversarial Networks. (Preprint)
   Parisa Ghasemi, Chenxi Yuan, Tucker Marion, and Mohsen Moghaddam

Published

1. [Generative AI] [Healthcare] ReMiND: Recovery of Missing Neuroimaging using Diffusion Models with Application to Alzheimer’s Disease.(Accepted by Imaging Neuroscience)
   Chenxi Yuan, Jinhao Duan, Nicholas J. Tustison, Kaidi Xu, Kristin A. Linn, Rebecca A. Hubbard

2. [Machine Learning] [Healthcare] Interpretable Medical Deep Framework by Logits-constraint Attention Guiding Graph-based Multi-scale Fusion for Alzheimer’s Disease Analysis. Pattern Recgonition (2024) [Paper]
   Jinghao Xu, Chenxi Yuan, Xiaochuan Ma, Huifang Shang, Xiaoshuang Shi, Xiaofeng Zhu

3. [AI Fairness] [Healthcare] Algorithmic Fairness of Machine Learning Models for Alzheimer’s Disease Progression Prediction. JAMA Network Open (2023) . (Impact factor: 13.37) [Paper]
   Chenxi Yuan, Kristin A. Linn, Rebecca A. Hubbard

4. [Generative AI] [Manufacturing] DDE-GAN: Integrating a data-driven design evaluator into generative adversarial networks for desirable and diverse concept generation. Journal of Mechanical Design (2023) [Paper]
   Chenxi Yuan, Tucker Marion, Mohsen Moghaddam

5. [Generative AI] [Manufacturing] Are generative adversarial networks capable of generating novel and diverse design concepts? An experimental analysis of performance. Proceedings of the Design Society (2023) [Paper]
   Parisa Ghasemi, Chenxi Yuan, Tucker Marion, Mohsen Moghaddam

6. [Machine Learning] [Manufacturing] Trends in intelligent manufacturing research: a keyword co-occurrence network based review. Journal of intelligent manufacturing (2022) [Paper]
   Chenxi Yuan, Guoyan Li, Sagar Kamarthi, Xiaoning Jin, Mohsen Moghaddam

7. [Generative AI] [Manufacturing] Leveraging end-user data for enhanced design concept evaluation: a multimodal deep regression model. Journal of Mechanical Design (2021) [Paper]
   Chenxi Yuan, Tucker Marion, Mohsen Moghaddam

8. [Machine Learning] [Manufacturing] Data science skills and domain knowledge requirements in the manufacturing industry: a gap analysis. Journal of Manufacturing Systems (2021) [Paper]
   Guoyan Li, Chenxi Yuan, Sagar Kamarthi, Mohsen Moghaddam, Xiaonin

9. [Generative AI] [Manufacturing] Attribute-aware generative design with generative adversarial networks. IEEE Access (2020) [Paper]
   Chenxi Yuan, Mohsen Moghaddam

10. [Generative AI] [Manufacturing] Garment design with generative adversarial network. ASM SIGKDD Conference on Knowledge Discovery And Data Mining Workshop (2020) [Paper]
    Chenxi Yuan, Mohsen Moghaddam

11. Flocculation behavior of cationic pea starch prepared by the graft copolymerization of acrylamide for wastewater treatment. Journal of Applied Polymer Science (2020) [Paper]
    Yongqiang Zou, Shanshan Li, Yuqi Wang, Chenxi Yuan, Weijian Yuan, Lan Zheng, Xiaolong Han