人员

教师

袁博    研究副教授

电子邮箱:

yuanb_AT_sustech.edu.cn

办公室:

南山智园A7 913

研究方向:

计算智能、组合优化、电子设计自动化

教育背景

2009/09 - 2014/06,中国科学技术大学,信息学院,博士

2012/05 - 2013/04,英国伯明翰大学,计算机学院,访问学者(欧盟资助)

2005/09 - 2009/06,中国科学技术大学,信息学院,学士



工作经历

2020/01 - 至今,南方科技大学,计算机系,研究副教授

2017/02 - 2019/12,南方科技大学,计算机系,研究助理教授

2016/06 - 2017/02,中国科学技术大学,计算机学院,特任副研究员

2014/06 - 2016/05,中国科学技术大学,计算机学院,博士后研究员


荣誉与奖项

◆ 2017年,深圳市海外高层次人才(孔雀C)

2014年度中科院院长奖

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

科研项目(项目负责人)

2020/01 - 2023/12,国家自然科学基金(面上)项目,No. 61976111

2019/01 - 2021/12,深圳市基础研究(学科布局)项目,No. JCYJ20180504165652917

2018/04 - 2020/03,深圳市基础研究(自由探索)项目,No. JCYJ20170817112421757

2017/07 - 2019/06,深圳市基础研究(自由探索)项目,No. JCYJ20170307105521943

2016/01 - 2018/12,国家自然科学基金(青年科学基金)项目,No. 61503357

2015/07 - 2016/05,中国博士后科学基金(特别资助)项目,No. 2015T80666

2014/09 - 2016/05,中国博士后科学基金(一等资助)项目,No. 2014M560520