師資
教育背景
2009/09 - 2014/06，中國科學(xué)技術(shù)大學(xué)，信息學(xué)院，博士
2012/05 - 2013/04，英國伯明翰大學(xué)，計(jì)算機(jī)學(xué)院，訪問學(xué)者（歐盟資助）
2005/09 - 2009/06，中國科學(xué)技術(shù)大學(xué)，信息學(xué)院，學(xué)士
工作經(jīng)歷
2021-至今 南方科技大學(xué)，計(jì)算機(jī)科學(xué)與工程系，助理教授
2020/01 - 至今，南方科技大學(xué)，計(jì)算機(jī)系，研究副教授
2017/02 - 2019/12，南方科技大學(xué)，計(jì)算機(jī)系，研究助理教授
2016/06 - 2017/02，中國科學(xué)技術(shù)大學(xué)，計(jì)算機(jī)學(xué)院，特任副研究員
2014/06 - 2016/05，中國科學(xué)技術(shù)大學(xué)，計(jì)算機(jī)學(xué)院，博士后研究員
榮譽(yù)與獎項(xiàng)
2017年, 深圳市海外高層次人才（孔雀C）
2014年, 中國科學(xué)院院長獎
代表文章
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.
Conference Papers:
◆Guoji Fu, Bo Yuan, Qiqi Duan, and Xin Yao, Representation Learning for Heterogeneous Information Networks via Embedding Events, International Conference on Neural Information Processing, pp. 327-339, Dec. 2019.
◆Changwu Huang, Bo Yuan, Yuanxiang Li, and Xin Yao, Automatic Parameter Tuning using Bayesian Optimization Method, IEEE Congress on Evolutionary Computation, pp. 2090-2097, Jun. 2019.
◆Er Zhuo, Yunjie Deng, Zhewei Su, Peng Yang, Bo Yuan, and Xin Yao, An Experimental Study of Large-scale Capacitated Vehicle Routing Problems, IEEE Congress on Evolutionary Computation, pp. 1195-1202, Jun. 2019.
◆Yunzhou Zhang, Bo Yuan, and Ke Tang, Enhanced Pairwise Learning for Personalized Ranking from Implicit Feedback, International Conference on Bio-inspired Computing: Theories and Applications, pp. 580-595, Dec. 2017.
◆Fugui Zhong, Bo Yuan, and Bin Li, Circuit Tolerance Design by Differential Evolution with Hybrid Analysis Method, 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, 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, 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, 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, International Conference on Information Science and Technology, pp. 1139-1142, Mar. 2011.
其他信息
科研項(xiàng)目（項(xiàng)目負(fù)責(zé)人）
◆2020/01 - 2023/12，國家自然科學(xué)基金（面上）項(xiàng)目，No. 61976111
◆2019/01 - 2021/12，深圳市基礎(chǔ)研究（學(xué)科布局）項(xiàng)目，No. JCYJ20180504165652917
◆2018/04 - 2020/03，深圳市基礎(chǔ)研究（自由探索）項(xiàng)目，No. JCYJ20170817112421757
◆2017/07 - 2019/06，深圳市基礎(chǔ)研究（自由探索）項(xiàng)目，No. JCYJ20170307105521943
◆2016/01 - 2018/12，國家自然科學(xué)基金（青年科學(xué)基金）項(xiàng)目，No. 61503357
◆2015/07 - 2016/05，中國博士后科學(xué)基金（特別資助）項(xiàng)目，No. 2015T80666
◆2014/09 - 2016/05，中國博士后科學(xué)基金（一等資助）項(xiàng)目，No. 2014M560520