師資隊伍

姓    名：袁立明

職    稱：副教授

導(dǎo)師類型：碩士生導(dǎo)師       

電子郵箱：yuanliming@tjut.edu.cn

辦公地點：7-317A

研究方向：機(jī)器學(xué)習(xí)，深度學(xué)習(xí)，圖像處理

2010.03 - 2014.06，哈爾濱工業(yè)大學(xué)，計算機(jī)科學(xué)與技術(shù)，博士研究生

2014.09 - 2021.12，天津理工大學(xué)，計算機(jī)科學(xué)與工程學(xué)院，講師

2022.01 - 至今，天津理工大學(xué)，計算機(jī)科學(xué)與工程學(xué)院，副教授

1. 天津市自然科學(xué)基金面上項目，基于多依據(jù)示例選擇的多示例學(xué)習(xí)方法研究，2018/10-2021/03，10萬元，結(jié)題，負(fù)責(zé)人

2. 天津市技術(shù)創(chuàng)新引導(dǎo)專項，深度多示例生成方法及其在目標(biāo)跟蹤中的應(yīng)用，2021/09-2022/08，5萬元，在研，負(fù)責(zé)人

3. 橫向課題，網(wǎng)站作者關(guān)系分析SDK，2020/03-2023/02，15萬元，在研，負(fù)責(zé)人

4. 天津市新一代人工智能科技重大專項，多粒度視覺監(jiān)控數(shù)據(jù)智能解析方法研究，2018/10-2021/09，200萬元，結(jié)題，參與人

[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)