
助理教授
計算機視覺 , 醫(yī)學(xué)圖像處理 , 深度學(xué)習(xí)
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羅笑玲,博士,深圳大學(xué)計算機與軟件學(xué)院助理教授。2023年9月畢業(yè)于哈爾濱工業(yè)大學(xué)(深圳)計算機科學(xué)與技術(shù)學(xué)院,獲計算機應(yīng)用工學(xué)博士學(xué)位。2020年至2021年期間在香港理工大學(xué)任研究助理。主要研究方向為醫(yī)學(xué)圖像處理、計算機視覺、圖像特征提取等。
近年來,在本領(lǐng)域頂級期刊及會議IEEE-TNNLS、Pattern Recognition、Briefings in Bioinformatics、AAAI、NeurIPS等重要刊物上發(fā)表學(xué)術(shù)論文多篇?,F(xiàn)擔任國際期刊IJIG副編輯,以及ICML、NeurIPS、ACMMM、MICCAI、TNNLS等國際頂級會議和期刊的審稿人。
已發(fā)表論文:
(1) Xiaoling Luo, Chengliang Liu, Wai Keung Wong, et al. “MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network”, Proceedings of the AAAI conference on Artificial intelligence(AAAI), 2023.
(2) Xiaoling Luo, Yong Xu, Jian Yang, “Multi-resolution Dictionary Learning for Face Recognition”, Pattern Recognition, 93: 283-292, 2019.
(3) Xiaoling Luo, Zuhui Pu, Yong Xu, et al., “MVDRNet: Multi-View Diabetic Retinopathy Detection by Combining DCNNs and Attention Mechanisms”, Pattern Recognition, 120: 108104, 2021.
(4) Xiaoling Luo, Honggang Zhang, Jingyong Su, et al. "RV-ESA: A novel computer-aided elastic shape analysis system for retinal vessels in diabetic retinopathy", Computers in Biology and Medicine, 152: 106406, 2023.
(5) Xiaopeng Jin, Xiaoling Luo, Bin Liu, “PHR-search: a search framework for protein remote homology detection based on the predicted protein hierarchical relationships”, Briefings in Bioinformatics, 23(2): bbab609, 2021.
(6) Chengliang Liu, Jie Wen, Xiaoling Luo, et al., “DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification”, Proceedings of the AAAI conference on artificial intelligence (AAAI), 2023.
(7) Chengliang Liu, Jie Wen, Xiaoling Luo, et al., “Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers”, Proceedings of the AAAI conference on artificial intelligence (AAAI), 2023.
獲獎情況:
2023年獲AAAI-23 DISTINGUISHED PAPER AWARD杰出論文獎。