人员

解为成

解为成

  • 副研究员
  • 人工智能系
  • 计算机视觉研究所
  • wcxie@szu.edu.cn
  • 致腾楼936

个人简介:

2013年于武汉大学数学与统计学院计算数学专业获得博士学位,深圳后备级高层次人才,深圳南山区领航人才,深圳大学特聘副研究员。2015年4月至2015年11月访问英国诺丁汉大学计算机学院。已在国际知名期刊与会议发表论文30余篇;已申请计算机视觉与深度学习相关的专利6项,其中1项已授权,获得软件著作权1项;目前主持计算机视觉相关的博士后基金、国家自然科学青年基金、广东省与深圳市基金多项研究方向是深度学习、人工智能与计算机视觉


欢迎感兴趣的研究生新生与本科生加入团队。另外也招计算机视觉与深度学习方向的博士后,欢迎咨询。


教育经历:

2004.9-2008.7  华中师范大学    数学与统计学院  统计学专业学士
2008.9-2010.7  武汉大学           数学与统计学院  概率论与数理统计专业硕士
2010.9-2013.7  武汉大学           数学与统计学院  计算数学专业博士

2013.7-2014.6 上海德邦物流      高级场地与线路规划专员

2015.4-2015.11  英国诺丁汉大学     计算机学院  访问学者

2014.10 - 2017.4    深圳大学          计算机与软件学院   博士后

2017.6 - 至今    深圳大学          计算机与软件学院   助理教授


研究项目:

1国家自然科学基金委, 负责人-解为成, 2017-2019 年
2中国博士后科学基金会, 负责人-解为成, 2015-2016 年
  3  深圳市人工智能与机器人研究院合作项目,负责人-解为成, 2019至 2021年
  4  2020年度广东省自然科学面上基金,负责人-解为成, 2019至 2022年
  5

  深圳市基础研究专项(自然科学基金)(面上项目),负责人-解为成, 2020至 2023年

  6  腾讯“犀牛鸟”-深圳大学青年教师科研基金项目,负责人-解为成, 2017至 2019年


代表性论文:

  1Zhiwei Ke#,Zhiwei Wen#, Weicheng Xie*,Yi Wang*, Linlin Shen, Group-Wise Dynamic Dropout Based on Latent Semantic Variation,AAAI 2020(研究生一作,CCF A类会议 ).
  2Weicheng Xie#,Linlin Shen*, Jinming Duan, Adaptive Weighting of Hand-crafted Feature Losses for Facial Expression Recognition,IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2019.2925095,2019. (SCI,CCF B,中科院一区)
3Weicheng Xie, Linlin Shen*, Jianmin Jiang. A Novel Transient Wrinkle Detection Algorithm and Its Application for Expression Synthesis. IEEE Transactions on Multimedia. 2017, 19(2), 279-292.(SCI,CCF B, 中科院一区).
  4Weicheng Xie#,Xi Jia, Linlin Shen*, Meng Yang, Sparse deep feature learning for facial expression recognition,Pattern Recognition, 96(12),2019, 106966. (SCI,CCF B,中科院二区)
5Wei-Cheng Xie, Xiu-Fen Zou*, Jian-Dong Yang, Jie-Bin Yang. Iteration and optimization scheme for the reconstruction of 3D surfaces based on non-uniform rational B-splines. Computer-Aided Design. 2012, 44, .(SCI,CCF B, 中科院二区).
6Weicheng Xie, Xiufen Zou*. A triangulation-based hole patching method using differential evolution. Computer-Aided Design. 2013, 45, .(SCI,CCF B, 中科院二区).
7
Weicheng Xie, Linlin Shen*, Meng Yang, Jianming Jiang. Facial expression synthesis with direction field preservation based mesh deformation and lighting fitting based wrinkle mapping. Multimedia Tools and Applications. 2018, 77(6), 7565-7593.(SCI,CCF C, 中科院三区).
8Weicheng Xie, Wei Yu, Xiufen Zou*. Diversity-maintained differential evolution embedded with gradient-based local search. Soft Computing. 2012, 0, .(SCI,CCF C, 中科院三区).
9Weicheng Xie, Jinming Duan, Linlin Shen*, Yuexiang Li, Meng Yang, Guojun Lin. Open snake model based on global guidance field for embryo vessel location. IET Computer Vision. 2018, 12(2), 129-137.(SCI,CCF C, 中科院四区).
10Weicheng Xie, Haoqian Wu, Yi Tian, Mengchao Bai, Linlin Shen*. Triplet loss with multistage outlier suppression and class-pair margins for facial expression recognition. IEEE Transactions on Circuits and Systems for Video Technology, 2021. (SCI,中科院二区,CCF B).  
 11Yi Tian#,Zhiwei Wen,Weicheng Xie*,Xi Zhang, Linlin Shen, Jinming Duan, Outlier-suppressed triplet loss with adaptive class-aware margins for facial expression recognition,IEEE International Conference on Image Processing,2019. (EI,CCF C,Oral)
 12Guohang Zeng#,Jiancan Zhou, Xi Jia, Weicheng Xie*, Linlin Shen, Hand-crafted Feature Guided Deep Learning for Facial Expression Recognition,IEEE Conference on Automatic Face and Gesture Recognition,2018. (EI,CCF C)
 13

Haozhe Liu#, Haoqian Wu#, Weicheng Xie*, Feng Liu*, Linlin Shen; Group-wise Inhibition based Feature Regularization for Robust Classification; International Conference on Computer Vision, 2021. (EI,CCF A)

 14Guojun Lin#, Meng Yang*, Jian Yang, Linlin Shen, Weicheng Xie. Robust, Discriminative and Comprehensive Dictionary Learning for Face Recognition. Pattern Recognition, 2018, 341-356. (SCI,CCF B,中科院二区)
15Yu Chen, Xiufen Zou*, Weicheng Xie. Convergence of multi-objective evolutionary algorithms to a uniformly distributed representation of the Pareto front. Information Sciences. 2011, 181, .(SCI,CCF B, 中科院一区).
16Yu Chen*, Weicheng Xie, Xiufen Zou. How can surrogates influence the convergence of evolutionary algorithms?. Swarm and Evolutionary Computation. 2013, 12, .(SCI,中科院一区).
17Yu Chen*, Weicheng Xie, Xiufen Zou. A binary differential evolution algorithm learning from explored solutions. Neurocomputing. 2015, 149, .(SCI,CCF C,中科院二区).
18Zhiwei Wen, Haoqian Wu, Weicheng Xie*, Linlin Shen. Group-wise Feature Orthogonalization and Suppression for GAN based Facial Attribute Translation. ICPR,2020. (EI,CCF C)
19

Weicheng Xie, Wenting Chen, Linlin Shen*, Jinming Duan, Meng Yang. Surrogate Network-based Sparseness Hyper-parameter Optimization for Deep Expression Recognition. Pattern Recognition, 2020. (SCI,CCF B,中科院二区)

 20

Weizeng Lu#, Xi Jia, Weicheng Xie, Linlin Shen*, Yicong Zhou, Jinming Duan*.  Geometry Constrained Weakly Supervised Object Localization. ECCV. 2021. (EI,CCF B)


last updated:2021/08/04

深圳大学计算机与软件学院 2020