Personal profile
Biography
Zhaozheng obtained his Ph.D. in Computer Science and Engineering from Pennsylvania State University in 2009, and received his Master and Bachelor degrees in Electrical and Computer Engineering from University of Wisconsin-Madison and Automation from Tsinghua University, respectively. He also worked as a Postdoctoral Fellow in the Robotics Institute of Carnegie Mellon University during 2009-2011.
Research interests
Interests: Biomedical Image Analysis, Computer Vision, Machine Learning, Cyber-Physical Systems, Human-Robot Collaboration.
NRI: INT: COLLAB: Intelligent Human-Robot Collaboration for Smart Factory. National Science Foundation.
CPS: Synergy: Collaborative Research: Cyber-Physical Sensing, Modeling, and Control with Augmented Reality for Smart Manufacturing Workforce Training and Operations Management. National Science Foundation.
CAREER: Microscopy Image Analysis to Aid Biological Discovery: Optics, Algorithms and Community. National Science Foundation.
Lung CT Image Analysis. 12 Sigma Technologies Inc.
and open-set research idea exploration supported from various resources.
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Collaborations and top research areas from the last five years
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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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Annotation-Efficient Hybrid Learning for Temporal Sentence Grounding
Dong, J. & Yin, Z., 2026, In: IEEE Transactions on Circuits and Systems for Video Technology. 36, 2, p. 2594-2606 13 p.Research output: Contribution to journal › Article › peer-review
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D4Recon: Dual-Stage Deformation and Dual-Scale Depth Guidance for Endoscopic Reconstruction
Basak, H. & Yin, Z., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Park, J., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 159-169 11 p. (Lecture Notes in Computer Science; vol. 15968 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Dual-source cone-beam CT for HDR brachytherapy in-suite imaging: Simulation studies of limited angle image reconstruction based on deep image prior
Qian, X., Shu, Z., Souri, S., Zhao, Y., Yin, Z., Farrell, R. F., Kim, J., Wu, J., Ryu, S. & Zhang, T., Jan 1 2026, In: Brachytherapy. 25, 1, p. 214-220 7 p.Research output: Contribution to journal › Article › peer-review
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RANDose: A Region-Aware Attention Network for Accurate Radiation Dose Prediction
Chowdary, G. J., Zhang, T., Qian, X. & Yin, Z., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 523-532 10 p. (Lecture Notes in Computer Science; vol. 15974 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A gaze-driven manufacturing assembly assistant system with integrated step recognition, repetition analysis, and real-time feedback
Chen, H., Zendehdel, N., Leu, M. C. & Yin, Z., Mar 15 2025, In: Engineering Applications of Artificial Intelligence. 144, 110076.Research output: Contribution to journal › Article › peer-review
Open Access22 Scopus citations