Academic Area:
Quantum Machine learning
Research Interests:
- Quantum circuits
- Quantum algorithms
- Machine learning
Bio:
Bio:
Working Experiences:
- Lecturer, School of Computer and Electronic Information /School of Artificial Intelligence, Nanjing Normal University (NNU) (09/2020 - )
- Research Assistant (Intern), Tencent Quantum Lab (11/2019 - 12/2019)
- Engineer Assistant, HUAWEI Technologies Co., Ltd. (04/2011- 07/2012)
Educational Background:
- Visiting Scholar, The Institute for Quantum Computing, University of Waterloo, supervised by Prof. Michele Mosca (09/2018– 09/2019)
- Ph.D., Computer Science and Technology, Nanjing University of Aeronautics and Astronautics (09/2014 – 04/2020)
- ME, Computer Applied Technology, Nanjing University of Aeronautics and Astronautics (09/2008 – 04/2011)
- BE, Information Security, Nanjing University of Aeronautics and Astronautics (09/2004 – 06/2008)
Journal Articles:
- Bojia Duan, Jiabin Yuan, Ying Liu, Dan Li. Quantum algorithm for support matrix machines. Physical Review A, 2017, 96(3):032301. (SCI)
- Bojia Duan, Jiabin Yuan, Ying Liu, Dan Li. Efficient quantum circuit for singular-value thresholding. Physical Review A, 2018, 98: 012308. (SCI)
- Bojia Duan, Jiabin Yuan, Juan Xu, Dan Li. Quantum algorithm and quantum circuit for A-optimal projection: Dimensionality reduction . Physical Review A, 2019, 99: 032311. (SCI)
- Bojia Duan, Jiabin Yuan, Chao-Hua Yu, Jianbang Huang, Chang-Yu Hsieh. A survey on HHL algorithm: from theory to application in quantum machine learning. Physics Letters A , 126595, 2020. (SCI)
- Duan Bojia, Yuan Jiabin, Yang Jie, Ye Feng. Research on Parallel Quantum Key Search of Block Cipher. Journal of Chinese Computer Systems, 2011(09):214-218.
- Ying Liu, Jiabin Yuan, Bojia Duan, Dan Li. Quantum walks on regular uniform hypergraphs. Scientific Reports, 2018, 8, 9548. (SCI)
- Xuwei Tang, Juan Xu, Bojia Duan. A Memory-efficient Simulation Method of Grover's Search Algorithm. CMC: Computers, Materials & Continua, 2018, 57(2): 307~319. (SCI)
- Liu Xuejuan, Yuan Jiabin, Xu Juan, Duan Bojia. Speed up DDC based on quantum computing. Journal of Central South University: Science and Technology, 2018, 49(7):1677~1682. (EI)
- Liu Xuejuan, Yuan Jiabin, Xu Juan, Duan Bojia. Quantum K-means algorithm. Journal of Jilin University (Engineering and Technology Edition), 2018,48(2): 539~544. (EI)
Contact: