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Guanjin Qu

Assistant Professor

Homepage:

Email: guanjinqu@tju.edu.cn

Research Interests
• DNA storage

• Artificial Intelligence

Education
• 2015.09 - 2019.06, B.S. in Mathematics, Taiyuan University of Technology, China.

• 2019.09 - 2022.06, M.S. in Mathematics, Tianjin University, China.

• 2022.09 - 2026.06, Ph.D. in Mathematics, Tianjin University, China.

Employment
• 2026.06 - Present, Assistant Professor, Center for Applied Mathematics, Tianjin University.

Publications  
[1] Qu G, Yan Z, Chen X, et al. DNA data storage for biomedical images using HELIX[J]. Nature Computational Science, 2025, 5(5): 397-404.

[2] Yan Z#, Qu G#, Chen X, et al. DNA StairLoop: enabling high-fidelity data recovery and robust error correction in DNA-based data storage[J]. Nature Communications, 2025, 16(1): 9191.

[3] Qu G, Cui N, Wu H, et al. ChainFL: A simulation platform for joint federated learning and blockchain in edge/cloud computing environments[J]. IEEE Transactions on Industrial Informatics, 2021, 18(5): 3572-3581.

[4] Qu G, Yan Z, Wu H. Clover: tree structure-based efficient DNA clustering for DNA-based data storage[J]. Briefings in Bioinformatics, 2022, 23(5): bbac336.

[5] Qu G, Wu H, Li R, et al. DMRO: A deep meta reinforcement learning-based task offloading framework for edge-cloud computing[J]. IEEE Transactions on Network and Service Management, 2021, 18(3): 3448-3459.

[6] Qu G, Wu H, Li R. DNA Storage Promotes Long-Term Storage of Internet of Vehicles Data[J]. IEEE Network, 2024, 39(4): 220-227.

Center for Applied Mathematics, Tianjin University, No.92 Weijin Road, Tianjin 300072, P. R. China