师资队伍

姓    名：袁立明

职    称：副教授

导师类型：硕士生导师       

电子邮箱：yuanliming@tjut.edu.cn

办公地点：7-317A

研究方向：机器学习，深度学习，图像处理

2010.03 - 2014.06，哈尔滨工业大学，计算机科学与技术，博士研究生

2014.09 - 2021.12，天津理工大学，294俄罗斯专享会，讲师

2022.01 - 至今，天津理工大学，294俄罗斯专享会，副教授

1. 天津市自然科学基金面上项目，基于多依据示例选择的多示例学习方法研究，2018/10-2021/03，10万元，结题，负责人

2. 天津市技术创新引导专项，深度多示例生成方法及其在目标跟踪中的应用，2021/09-2022/08，5万元，在研，负责人

3. 横向课题，网站作者关系分析SDK，2020/03-2023/02，15万元，在研，负责人

4. 天津市新一代人工智能科技重大专项，多粒度视觉监控数据智能解析方法研究，2018/10-2021/09，200万元，结题，参与人

[1] Jianchen Wang, Liming Yuan, Haixia Xu, Gengsheng Xie, Xianbin Wen: Channel-exchanged feature representations for person re-identification. Inf. Sci. 562: 370-384 (2021)

[2] Xinyu Wang, Liming Yuan, Haixia Xu, Xianbin Wen: CSDS: End-to-end aerial scenes classification with depthwise separable convolution and an attention mechanism. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10484-10499 (2021)

[3] Kun Sun, Xianbin Wen, Liming Yuan, Haixia Xu: Dense capsule networks with fewer parameters. Soft Comput. 25(10): 6927-6945 (2021)

[4] Kun Sun, Liming Yuan, Haixia Xu, Xianbin Wen: Deep capsule network regularization based on generative adversarial network framework. J. Electronic Imaging 30(4) (2021)

[5] Liming Yuan, Guangping Xu, Lu Zhao, Xianbin Wen, Haixia Xu: Multiple-instance learning via multiple-point concept based instance selection. Int. J. Mach. Learn. Cybern. 11(9): 2113-2126 (2020)

[6] Changlun Guo, Xianbin Wen, Liming Yuan, Haixia Xu: Local-variance-based attention for visual tracking. ICME 2020: 1-6

[7] Zhenliang Li, Liming Yuan, Haixia Xu, Rui Cheng, Xianbin Wen: Deep multi-instance learning with induced self-attention for medical image classification. BIBM 2020: 446-450

[8] Rui Cheng, Liming Yuan, Haixia Xu, Zhenliang Li, Xianbin Wen: Learnable bag similarity based deep multi-instance network for breast cancer diagnosis. BIBM 2020: 1920-1925

[9] Liming Yuan, Jiafeng Liu, Xianglong Tang: Combining example selection with instance selection to speed up multiple-instance learning. Neurocomputing 129: 504-515 (2014)

[10] Liming Yuan, Jiafeng Liu, Xianglong Tang: Multiple-instance learning with pairwise instance similarity. Int. J. Appl. Math. Comput. Sci. 24(3): 567-577 (2014)