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Collaborations and top research areas from the last five years
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AI Innovation Institute Seed Grant Fund Program
Skiena, S. (PI), Balasubramanian, A. (CoI), Balasubramanian, N. (CoI), Banerjee, R. (CoI), Brennan, S. (CoI), Dubnau, J. (CoI), Enikolopov, G. (CoI), Hajagos, J. (CoI), Hsiao, B. (CoI), Hu, C.-K. (CoI), Johnston, K. (CoI), Josephs, E. (CoI), Kurc, T. (CoI), Lemelin, J. (CoI), Li, R. (CoI), McKinnon, D. (CoI), McSweeney, J. (CoI), Prasanna, P. (CoI), Qin, R. (CoI), Ramakrishnan, I. V. (CoI), Rambow, O. (CoI), Reed, K. (CoI), Saltz, M. (CoI), Salzano, M. (CoI), Sharma, S. (CoI), Tassiopoulos, A. (CoI), Yin, Z. (CoI), Zelinsky, G. (CoI), Zhang, T. (CoI), Dollan, I. J. (CoI), Qian, X. (CoI), Rosati, B. (CoI), Shu, Z. (CoI), Song, T. (CoI) & Tirotta-Esposito, R. (CoI)
01/1/25 → 06/30/26
Project: Research
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The Rural Safe Efficient and Advanced Transportation (R-SEAT) Center
Yazici, M. (PI) & Qin, R. (CoPI)
US Department of Transportation
06/1/24 → 05/31/26
Project: Research
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GAANN Fellowship Program in Civil Engineering for Advancing Smart Infrastructure Systems
Qin, R. (PI), Burgueno, R. (CoPI), Mao, X. (CoPI), Yazici, M. (CoPI), Yin, Z. (CoPI) & Xu, S. (CoPI)
10/1/21 → 09/30/26
Project: Research
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Probabilistic Modeling of Track-Caused Derailment Risk for Rail Safety Improvement
Qin, R. (PI)
Federal Railroad Administration
09/30/24 → 09/29/25
Project: Research
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The Rural Safe Efficient and Advanced Transportation (R-SEAT) Center
Yazici, M. (PI), Qin, R. (CoPI) & Xu, S. (CoPI)
US Department of Transportation
02/22/23 → 12/31/24
Project: Research
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A surface electromyography–based deep learning model for guiding semi-autonomous drones in road infrastructure inspection
Li, Y., Zhang, D., Dong, P., Yao, S. & Qin, R., Nov 28 2025, In: Computer-Aided Civil and Infrastructure Engineering. 40, 28, p. 5033-5049 17 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Inspector gaze-guided multitask learning for explainable structural damage assessment
Zhang, C., Liu, C., Li, K., Yin, Z. & Qin, R., Dec 19 2025, In: Computer-Aided Civil and Infrastructure Engineering. 40, 30, p. 5824-5841 18 p.Research output: Contribution to journal › Article › peer-review
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Seeing Through Expert’s Eyes: Leveraging Radiologist Eye Gaze and Speech Report with Graph Neural Networks for Chest X-Ray Image Classification
Sultana, J., Qin, R. & Yin, Z., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 142-158 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15473 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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SimLKAS: a simulation-based framework for the verification and validation of lane keeping assistance systems
Yang, T., Ding, Y., Li, K., Pan, Y., Qin, R., Yin, Z. & Hu, X., 2025, (Accepted/In press) In: Journal of Intelligent Transportation Systems: Technology, Planning, and Operations.Research output: Contribution to journal › Article › peer-review
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Understanding the relationship between structural failure and fatalities in Tornadoes: A quantitative investigation of the 2021 Midwest Tornado Outbreak
Zhao, Y., Qin, R., van de Lindt, J. W., Sharpe, J. & Yan, G., Sep 2025, In: Advances in Wind Engineering. 2, 3, 100070.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations