NEWS
[2025/10] “FCGNN: Fuzzy Cognitive Graph Neural Networks with Concept Evolution for Few-Shot Learning” has been published on IEEE Transactions on Fuzzy Systems (TFS).
[2025/04] “FSAKE: Few-shot graph learning via adaptive neighbor class knowledge embedding” has been published on Expert Systems with Applications (ESWA).
[2025/02] “FSPDF: Few-shot learning with progressive dual-domain feature fusion via self-supervised learning” has been published on Knowledge-Based Systems (KBS).
[2025/01] “DPA-EI: Long-tailed classification by dual progressive augmentation from explicit and implicit perspectives” has been published on Knowledge-Based Systems (KBS).
[2024/12] “PHFS: Progressive Hierarchical Feature Selection Based on Adaptive Sample Weighting” has been published on IEEE Transactions on Neural Networks and Learning Systems (TNNLS).
[2024/08] “基于自适应原型特征类矫正的小样本学习方法” has been published on 自动化学报.
[2024/06] “DMTFS-FO: Dynamic multi-task feature selection based on flexible loss and orthogonal constraint” has been published on Expert Systems with Applications (ESWA).
[2024/04] “HMRM: Hierarchy-awareness misclassification risk minimization for few-shot learning” has been published on Expert Systems with Applications (ESWA).
[2024/03] “Hierarchical convolutional neural network with knowledge complementation for long-tailed classification” has been published on ACM Transactions on Knowledge Discovery from Data (TKDD).
[2024/01] “ECS-SC: Long-tailed classification via data augmentation based on easily confused sample selection and combination” has been published on Expert Systems with Applications (ESWA).
[2023/12] “CSTS: Exploring Class-specific and Task-shared Embedding Representation for Few-shot Learning” has been published on IEEE Transactions on Neural Networks and Learning Systems (TNNLS).
[2023/08] “FS-MGKC: Feature selection based on structural manifold learning with multi-granularity knowledge coordination” has been published on Information Sciences (INS).
Post-Graduation Path
Pursuing a Doctoral Degree
- 2022级金杰于2025年至华东师范大学攻读博士学位。
- 2021级石杰于2024年至上海大学攻读博士学位。
- 2020级吴志平于2022年至南京大学任科研助理，2024年至南京大学攻读博士学位。
- 2020级苏玉玲于2023年至合肥工业大学攻读博士学位。
- 2019级贾霄于2022年至河海大学攻读博士学位。
- 2018级郭顺心于2021年9月至东南大学攻读博士学位。
- 2017级刘欣欣于2020年9月至南京理工大学攻读博士学位。
- 2013级范安静于2016年-2019年在武汉大学攻读博士学位.。
- 2013级李香菊于2016年9月在东北大学攻读博士学位。
Employed at a Higher Education Institution
- 2020级赵威就职于莆田学院。
- 2015级脱倩娟就职于陕西科技大学镐京学院。
- 2015级董利梅就职于毕节幼儿师范高等专科学校。
- 2013级牛军霞就职于陕西服装工程学院。
- 2013级范安静于2019年就职于安阳师范学院。
- 2013级李香菊于2021年就职于山东科技大学。
Employed in an Enterprise or Public Institution
- 2020级李征宇就职于专利审查福建中心。
- 2020级张中就职于漳州信息产业集团。
- 2019级邱泽钰就职于中国移动通信集团赣州分公司。
- 2018级郑炜杰就职于专利审查福建中心。
- 2015级余胜龙就职于融微软件服务有限公司。
Some Group Photos
