李斌

导师介绍

姓名

李斌

工作单位

中国科学技术大学先进技术研究院/中国科学技术大学信息科学技术学院

学位/职称

博士/教授

办公室电话

0551-63601819

Email

binli@ustc.edu.cn

教育背景

1998/03-2001/07,中国科学技术大学,信息科学技术学院,博士

1992/09-1995/07,中科院等离子体物理研究所,硕士

1988/09-1992/07,合肥工业大学,电气工程系,学士

研究方向

计算智能及其应用,研究领域涉及演化计算、神经网络、优化设计、模式识别和人机交互。

任职经历

2012/06–至今,中国科学技术大学,信息科学技术学院,教授

2004/01-2012/06,中国科学技术大学,信息科学技术学院,副教授

2001/10–2002/10,维也纳工业大学,信息系统研究所,访问学者

1998/08-2003/12,中国科学技术大学,信息科学技术学院,讲师

1995/09-1998/07,中国科学技术大学,信息科学技术学院,助教

获得荣誉、奖项

2016年获安徽省教学名师称号

2011年获教育部科技成果(自然科学类)二等奖(第2完成人)

主持、参与项目

²  国家自然科学基金面上项目,61473271,基于深度表征学习的演化算法动态行为分析与定量表征方法研究,2015.01-2018.12,80万元,结题,主持

²  国家自然科学基金重点项目,61331015,高分辨率SAR测试库及数据质量评估,2014.01-2018.12,245万,结题,参加

²  国家自然科学基金面上项目,61071024,基于Hyper-heuristic   的纳米芯片设计关键算法研究,2011.01-2013.12,36万,结题,主持

²  国家自然科学基金广东省联合基金重点项目,U0835002,数字家庭智能化的基础算法理论与关键技术的研究,2009.01-2012.12,25万,结题,参加

²  国家自然科学基金面上项目,60572012,基于量子遗传算法的软硬件协同设计方法研究,2006.01-2008.12,23万,结题,参加

²  国家自然科学基金青年基金项目,60401015,基于量子概率表达的量子遗传算法模型及算法研究,2005.01-2007.12,20万,结题,主持

论文、著作

²  Rentuo Tao, Ziqiang Li, Renshuai Tao and Bin Li, ResAttr-GAN:   Unpaired Deep Residual Attributes Learning for Multi-Domain Face Image   Translation, IEEE Access, Vol.7,  13   Sept. 2019, pp.132594 - 132608, DOI:   https://doi.org/10.1109/ACCESS.2019.2941272

²  Xin Tong, Bo Yuan and Bin Li, Model complex control CMA-ES, Swarm   and Evolutionary Computation, Volume 50, November 2019, 100558.

²  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, accepted to Soft Computing in March   2019.

²  Xiao Liang, Chengtao Peng, Bensheng Qiu, Bin Li, Dense Networks   with Relative Location Awareness for Thorax Disease Identification, Medical   Physics, 46 (5), May 2019, p.2064-2073.

²  Lei Liu, Yuhao Luo, Xu Shen, Mingzhai Sun, Bin Li, β-dropout: a Unified Dropout, IEEE Access,   Vol.7, 13 March, 2019, pp. 36140-36153.

²  Bo Tang, Ao Li, Bin Li, Minghui Wang, CapSurv: Capsule Network for   Survival Analysis with Whole Slide Pathological Images, IEEE Access, Vol. 7,   25 Feb. 2019, pp. 26022 - 26030.

²  Kai Zhang, Wengang Zhou, Shaoyan Sun, and Bin Li, Multiple   Complementary Inverted Indexing Based on Multiple Metrics, Multimedia Tools   and Applications (MTA), published online at 16 August 2018.

²  Rui Zheng, Lei Liu, Shulin Zhang, Chun Zheng, Filiz Bunyak, Ronald   Xu, Bin Li, and Mingzhai Sun, Detection of exudates in fundus photographs   with imbalanced learning using conditional generative adversarial network,   Biomedical Optics Express Vol. 9, Issue 10, pp. 4863-4878 (2018)

²  Thomas Weise, Xiaofeng Wang, Qi Qi, Bin Li, Ke Tang, Automatically   discovering clusters of algorithm and problem instance behaviors as well as   their causes from experimental data, algorithm setups, and instance features,   Applied Soft Computing, 73 (2018) 366–382.

²  Mang Wang, Bin Li, Guofu Zhang and Xin Yao, Population   Evolvability: Dynamic Fitness Landscape Analysis for Population-based   Metaheuristic Algorithms, IEEE Transactions on Evolutionary Computation, Vol.   22, No. 4, August 2018, p550-563.

²  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   Systems, Vol. 24, No. 9, Sept. 2016, p.2813 – 2826

²  Fugui Zhong, Bo Yuan, Bin Li, A hybrid evolutionary algorithm for   multiobjective variation tolerant logic mapping on nanoscale crossbar   architectures, Applied Soft Computing, 2016(38)、955-966.

²  Qi Xu, Song Chen and Bin Li, Combining the ant system algorithm   and simulated annealing for 3D/2D fixed-outline floorplanning, Applied Soft   Computing, 2016(40)、150-160.

²  Bo Yuan, Bin Li, Huanhuan Chen, and Xin Yao, A New Evolutionary   Algorithm with Structure Mutation for the Maximum Balanced Biclique Problem,   IEEE Transaction on Cybernetics, VOL. 45, NO. 5, MAY 2015, pp.1040-1053.

²  Bo Yuan, Xin Yao, Bin Li and Thomas Weise, A New Memetic Algorithm   with Fitness Approximation for the Defect-Tolerant Logic Mapping in   Crossbar-based Nano-architectures, IEEE Transactions on Evolutionary   Computation, Vol.18, No.6, DEC. 2014.p846-859.

²  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, Apr. 2014.