Guanjin Qu

Tianjin University — China

Biochemistry, Genetics and Molecular Biology · Life Sciences

7h-index493citations13works1.32yr avg
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Research Topics

DNA and Biological Computing(6), IoT and Edge/Fog Computing(5), Advanced biosensing and bioanalysis techniques(3), Blockchain Technology Applications and Security(3), Privacy-Preserving Technologies in Data(3)

Publications13 total

GTree: A Trie-Based Alignment-Free Clustering Framework for Efficient DNA Data Storage and Enhanced Error Resilience
2025
DNA StairLoop: enabling high-fidelity data recovery and robust error correction in DNA-based data storage
Nature Communications·2025Open Access
DNA data storage for biomedical images using HELIX
Nature Computational Science·2025· 8 cited
DPPA: A Deep-Learning-Based Physiological and Psychological Assessment Model for Firefighter Training Injury
IEEE Internet of Things Journal·2025
DNA StairLoop: Achieving High Error-correcting and Parallel-processing Capabilities in DNA-based Data Storage
2024Open Access
DNA Storage Promotes Long-Term Storage of Internet of Vehicles Data
IEEE Network·2024
A Novel Soft-In Soft-Out Decoding Algorithm for VT Codes on Multiple Received DNA Strands
2023· 5 cited
Clover: tree structure-based efficient DNA clustering for DNA-based data storage
Briefings in Bioinformatics·2022· 34 cited
Double Deep Q-Network Based Dynamic Framing Offloading in Vehicular Edge Computing
IEEE Transactions on Network Science and Engineering·2022· 99 cited
ChainFL: A Simulation Platform for Joint Federated Learning and Blockchain in Edge/Cloud Computing Environments
IEEE Transactions on Industrial Informatics·2021· 61 cited
DMRO: A Deep Meta Reinforcement Learning-Based Task Offloading Framework for Edge-Cloud Computing
IEEE Transactions on Network and Service Management·2021· 271 cited
Joint blockchain and federated learning-based offloading in harsh edge computing environments
2021· 7 cited
DMRO:A Deep Meta Reinforcement Learning-based Task Offloading Framework for Edge-Cloud Computing
arXiv (Cornell University)·2020· 8 citedOpen Access

Frequent Co-authors

Huaming Wu(12), Zihui Yan(6), Ruidong Li(4), Xin Chen(3), Naichuan Cui(2), Gang Zheng(2), Pengfei Jiao(1), Huijun Tang(1), Yuemin Ding(1), Linxuan Han(1), Huaming Wu(1), Pengyu Tao(1), Rui Xu(1), Wenqi Song(1)