Welcome to Bo Yuan' homepage (袁博)
Research Assistant Professor with Prof. Xin Yao's Group
Office: Room 913, Building A7, Nanshan i-Park, Shenzhen, 518055, China.
Bo Yuan is a Research Assistant Professor at Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), China. He received his B.Sc. and Ph.D. degrees from School of Information Science and Technology, University of Science and Technology of China (USTC), China, in 2009/06 and 2014/06 respectively. During 2012/05 to 2013/04, he was a Visiting Scholar (funded by NICaiA) at the Centre of Excellence for Research in Computational Intelligence and Applications (CERCIA), School of Computer Science, University of Birmingham, UK. During 2014/06 to 2016/05, he was a Postdoctoral Fellow at School of Computer Science and Technology, USTC, China. During 2016/06 to 2017/02, he was a Research Associate Professor at School of Computer Science and Technology, USTC, China.
In 2014, Bo Yuan received the President Award of Chinese Academy of Sciences. Since 2017, he has been recoginized as Overseas High-Caliber Personnel (Peacock Plan Level C) in Shenzhen. His research interests are computational intelligence, neuromorphic computing and electronic design automation. He is a memebr of IEEE (C, CAS, CI, SMC), ACM, CCF, and CIE.
Publications (for the source codes, please feel free to contact me):
Zhichen Gong, Huanhuan Chen, Bo Yuan, and Xin Yao, Multiobjective Learning in the Model Space for Time Series Classification, IEEE Transactions on Cybernetics, accepted, Dec. 2017.
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.
Yunzhou Zhang, Bo Yuan, and Ke Tang, Enhanced Pairwise Learning for Personalized Ranking from Implicit Feedback, in Proceedings of the International Conference on Bio-inspired Computing: Theories and Applications, pp. 580-595, Dec. 2017.
Fugui Zhong, Bin Li, and Bo Yuan, Circuit Tolerance Design by Differential Evolution with Hybrid Analysis Method, in Proceedings of the International Conference on Advanced Computational Intelligence, pp. 74-78, Feb. 2016.
Fugui Zhong, Bo Yuan, and Bin Li, Hybridization of NSGA-II with Greedy Re-assignment for Variation Tolerant Logic Mapping on Nano-scale Crossbar Architectures, in Proceedings of the Genetic and Evolutionary Computation Conference, pp. 97-98, Jul. 2014.
Bo Yuan and Bin Li, A Low Time Complexity Defect-Tolerance Algorithm for Nanoelectronic Crossbar, in Proceedings of the International Conference on Information Science and Technology, pp. 143-148, Mar. 2011.
Bo Yuan and Bin Li, Diversity Mapping Scheme for Defect and Fault Tolerance in Nanoelectronic Crossbar, in Proceedings of the International Conference on Information Science and Technology, pp. 149-154, Mar. 2011.
Yi Yang, Bo Yuan, and Bin Li, Defect and Variation Tolerance Logic Mapping for Crossbar Nanoarchitectures as a Multi-Objective Problem, in Proceedings of the International Conference on Information Science and Technology, pp. 1139-1142, Mar. 2011.
Research Grants (Principal Investigator):
2017/07-2019/06, Shenzhen Basic Research Program (No. JCYJ20170307105521943)
2016/01-2018/12, National Natural Science Foundation of China (No. 61503357)
2015/01-2016/12, Fundamental Research Funds for the Central Universities (USTC)
2015/07-2016/05, China Postdoctoral Science Foundation (No. 2015T80666)
2014/09-2016/05, China Postdoctoral Science Foundation (No. 2014M560520)
Bo Yuan is a reviewer of
IEEE Transactions on Automation Science and Engineering (IEEE)
IEEE Transactions on Circuits and Systems II: Express Briefs (IEEE)
IEEE Transactions on Computers (IEEE)
IEEE Transactions on Cybernetics (IEEE)
IEEE Transactions on Emerging Topics in Computing (IEEE)
IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE)
IEEE Transactions on Evolutionary Computation (IEEE)
IEEE Transactions on Vehicular Technology (IEEE)
IEEE Transactions on Very Large Scale Integration (VLSI) Systems (IEEE)
IEEE Journal on Emerging and Selected Topics in Circuits and Systems (IEEE)
Applied Soft Computing (Elsevier)
Complex & Intelligent Systems (Springer)
Computers & Electrical Engineering (Elsevier)
Circuits, Systems & Signal Processing (Springer)
Engineering Applications of Artificial Intelligence (Elsevier)
European Journal of Operational Research (Elsevier)
Frontiers of Information Technology & Electronic Engineering (Springer)
Neural Computing & Applications (Springer)
Swarm and Evolutionary Computation (Elsevier)
Journal of Software (in Chinese), etc.