Faculty

YUAN Bo
Research Associate Professor
yuanb_AT_sustc.edu.cn

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

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