Projects and Grants per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, University Of Illinois - Urbana
2002
Master of Science, Peking University
1996
Bachelor of Science, Peking University
1994
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Collaborations and top research areas from the last five years
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EAGER: PBI: Modeling Place-Based Innovation by Leveraging AI-Enabled Dynamic Graph Techniques
Cheng, Q. (PI) & Ye, Q. (CoPI)
9/1/24 → 8/31/26
Project: Research project
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RI: Small: Optimal Transport Generative Adversarial Networks: Theory, Algorithms, and Applications
Ye, Q. (PI), Cheng, Q. (CoI) & Zhang, Y. (CoI)
10/1/23 → 9/30/26
Project: Research project
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University of Kentucky Alzheimer's Disease Research Center
Van Eldik, L. (PI), Abner, E. (CoI), Bahrani, A. (CoI), Braun, D. (CoI), Caudill, T. (CoI), Cheng, Q. (CoI), Choucair, I. (CoI), Coskun, E. (CoI), Ebbert, M. T. W. (CoI), El Khouli, R. (CoI), Fardo, D. (CoI), Gold, B. (CoI), Harp, J. (CoI), Jiang, Y. (CoI), Jicha, G. (CoI), Katsumata, Y. (CoI), King, R. (CoI), Lee, D. (CoI), Nelson, P. (CoI), Neltner, J. (CoI), Powell, D. (CoI), Reschke-Hernandez, A. E. (CoI), Rhodus, E. (CoI), Schmitt, F. (CoI), Selenica, M.-L. (CoI), Wang, W. (CoI), Whitehurst, L. (CoI), Yamasaki, T. (CoI), Zachariou, V. (CoI), Bieberich, E. (Former CoI), Gibson, A. (Former CoI), Johnson, N. (Former CoI), Kryscio, R. (Former CoI), Moga, D. (Former CoI), Wilcock, D. (Former CoI) & Wilson, D. (Former CoI)
8/1/21 → 6/30/26
Project: Research project
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Biomarker Core: University of Kentucky Alzheimer's Disease Research Center
Nelson, P. (PI), Bahrani, A. (CoI), Cheng, Q. (CoI), Choucair, I. (CoI), El Khouli, R. (CoI), Fardo, D. (CoI), Gold, B. (CoI), Jicha, G. (CoI), Powell, D. (CoI), Van Eldik, L. (CoI) & Zachariou, V. (CoI)
8/1/21 → 6/30/26
Project: Research project
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Noninvasive Noncontact High-Density Optical Imaging of Neonatal Intraventricular Hemorrhage
Yu, G. (PI), Abu Jawdeh, E. (CoI), Bada, H. (CoI), Chen, L. (CoI), Chen, L. (CoI), Cheng, Q. (CoI), Huang, C. (CoI), Powell, D. (CoI), Huang, C. (Former CoI) & Miller, B. (Former CoI)
National Institute of Child Health and Human Develop
4/10/20 → 3/31/26
Project: Research project
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A multi-modal genomic knowledge distillation framework for drug response prediction
Ge, S., Sun, S., Xu, H., Cheng, Q. & Ren, Z., Aug 2025, In: Applied Intelligence. 55, 12, 884.Research output: Contribution to journal › Article › peer-review
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CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation
Sadia, R. T., Ahamed, M. A. & Cheng, Q., Aug 3 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. p. 2466-2477 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Deep learning in single-cell and spatial transcriptomics data analysis: advances and challenges from a data science perspective
Ge, S., Sun, S., Xu, H., Cheng, Q. & Ren, Z., Mar 1 2025, In: Briefings in Bioinformatics. 26, 2, bbaf136.Research output: Contribution to journal › Review article › peer-review
Open Access10 Scopus citations -
Deep learning methods for protein representation and function prediction: A comprehensive overview
Wang, M., Nie, Z., He, Y., Vasilakos, A. V., Cheng, Q. & Ren, Z., Sep 1 2025, In: Engineering Applications of Artificial Intelligence. 155, 110977.Research output: Contribution to journal › Short survey › peer-review
2 Scopus citations -
Evaluating Deep Learning Models for Breast Cancer Classification: A Comparative Study
Eskandari, S., Eslamian, A. & Cheng, Q., 2025, Medical Imaging 2025: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). 1341315. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13413).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Prizes
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Outstanding Leadership Award, International Conference for Computational Science
Cheng, Q. (Recipient), 2009
Prize: Honorary award
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