Faculty
Educational Background
2009/09 - 2014/06, School of Information Science and Technology, University of Science and Technology of China, China, Ph.D.
2012/05 - 2013/04, School of Computer Science, University of Birmingham, United Kingdom, Visiting Scholar (funded by European Union)
2005/09 - 2009/06, School of Information Science and Technology, University of Science and Technology of China, China, B.Sc.
Professional Experience
2021-Present-Assistant Professor, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China
2020/01 - ，Research Associate Professor, Department of Computer Science and Engineering, Southern University of Science and Technology, China
2017/02 - 2019/12, Research Assistant Professor, Department of Computer Science and Engineering, Southern University of Science and Technology, China
2016/06 - 2017/02, Associate Researcher, School of Computer Science and Technology, University of Science and Technology of China, China
2014/06 - 2016/05, Postdoctoral Fellow, School of Computer Science and Technology, University of Science and Technology of China, China
Honors & Awards
2017, Shenzhen Overseas High-Caliber Personnel (Peacock Plan Level C)
2014, President Award of Chinese Academy of Sciences
Selected Publication
Journal Papers:
◆Bo Yuan, Huanhuan Chen, and Xin Yao, Toward Efficient Design Space Exploration for Fault-tolerant Multiprocessor Systems, IEEE Transactions on Evolutionary Computation, vol. 24, no. 1, pp. 157-169, Feb. 2020.
◆Bo Yuan, Bin Li, Huanhuan Chen, Zhigang Zeng, and Xin Yao, Multi-Objective Redundancy Hardening with Optimal Task Mapping for Independent Tasks on Multi-Cores, Soft Computing, vol. 24, no. 2, pp. 981-995, Jan. 2020.
◆Qi Xu, Song Chen, Hao Geng, Bo Yuan, Bei Yu, Feng Wu, and Zhengfeng Huang, Fault Tolerance in Memristive Crossbar-Based Neuromorphic Computing Systems, Integration, vol. 70, pp. 70-79, Jan. 2020.
◆Nguyen Thi Tam, Binh Huynh Thi Thanh, Dinh Anh Dung, Phan Ngoc Lan, Le Trong Vinh, Bo Yuan, and Xin Yao, A Hybrid Clustering and Evolutionary Approach for Wireless Underground Sensor Network Lifetime Maximization, Information Sciences, vol. 509, pp. 372-393, Dec. 2019.
◆Xin Tong, Bo Yuan, and Bin Li, Model Complex Control CMA-ES, Swarm and Evolutionary Computation, vol. 50, article 100558, 16 pages, Nov. 2019.
◆Zhichen Gong, Huanhuan Chen, Bo Yuan, and Xin Yao, Multiobjective Learning in the Model Space for Time Series Classification, IEEE Transactions on Cybernetics, vol. 49, no. 3, pp. 918-932, Mar. 2019.
◆Bingbing Jiang, Huanhuan Chen, Bo Yuan, and Xin Yao, Scalable Graph-Based Semi-Supervised Learning Through Sparse Bayesian Model, IEEE Transactions on Knowledge and Data Engineering, vol. 29, no. 12, pp. 2758-2771, Dec. 2017.
◆Bo Yuan, Huanhuan Chen, and Xin Yao, Optimal Relay Placement for Lifetime Maximization in Wireless Underground Sensor Networks, Information Sciences, vol. 418-419, pp. 463-479, Dec. 2017.
◆Bo Yuan, Bin Li, Huanhuan Chen, and Xin Yao, Defect- and Variation-tolerant Logic Mapping in Nano-crossbar Using Bipartite Matching and Memetic Algorithm, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 24, no. 9, pp. 2813-2826, Sept. 2016.
◆Fugui Zhong, Bo Yuan, and Bin Li, A Hybrid Evolutionary Algorithm for Multiobjective Variation Tolerant Logic Mapping on Nanoscale Crossbar Architectures, Applied Soft Computing, vol. 38, pp. 955-966, May 2016.
◆Bo Yuan, Bin Li, Huanhuan Chen, and Xin Yao, A New Evolutionary Algorithm with Structure Mutation for the Maximum Balanced Biclique Problem, IEEE Transactions on Cybernetics, vol. 45, no. 5, pp. 1040-1053, May 2015.
◆Bo Yuan, Bin Li, Thomas Weise, and Xin Yao, A New Memetic Algorithm with Fitness Approximation for the Defect-Tolerant Logic Mapping in Crossbar-based Nanoarchitectures, IEEE Transactions on Evolutionary Computation, vol. 18, no. 6, pp. 846-859, Dec. 2014.
◆Bo Yuan and Bin Li, A Fast Extraction Algorithm for Defect-free Subcrossbar in Nanoelectronic Crossbar, ACM Journal on Emerging Technologies in Computing Systems, vol. 10, no. 3, article 25, 19 pages, Apr. 2014.
◆Bo Yuan and Bin Li, Coverage Optimization for Defect-Tolerance Logic Mapping on Nanoelectronic Crossbar Architectures, Journal of Computer Science and Technology, vol. 27, no. 5, pp. 979-988, Sept. 2012.
◆Yu Wang, Bin Li, Thomas Weise, Jianyu Wang, Bo Yuan, and Qiongjie Tian, Self-Adaptive Learning based Particle Swarm Optimization, Information Sciences, vol. 181, no. 20, pp. 4515-4538, Oct. 2011.
◆Yu Wang, Bin Li, and Bo Yuan, Hybrid of Comprehensive Learning Particle Swarm Optimization and SQP Algorithm for Large Scale Economic Load Dispatch Optimization of Power System, Science China F: Information Sciences, vol. 53, no. 8, pp.1566-1573, Aug. 2010.
Others
Research Grants (Principal Investigator):
◆2020/01 - 2023/12, National Natural Science Foundation of China, No. 61976111
◆2019/01 - 2021/12, Shenzhen Basic Research Program, No. JCYJ20180504165652917
◆2018/04 - 2020/03, Shenzhen Basic Research Program, No. JCYJ20170817112421757
◆2017/07 - 2019/06, Shenzhen Basic Research Program, No. JCYJ20170307105521943
◆2016/01 - 2018/12, National Natural Science Foundation of China, No. 61503357
◆2015/07 - 2016/05, China Postdoctoral Science Foundation, No. 2015T80666
◆2014/09 - 2016/05, China Postdoctoral Science Foundation, No. 2014M560520