Guoli Song was a postdoc in the School of Computer and Control Engineering, University of Chinese Academy of Sciences. I received the Ph.D. degree in computer engineering from University of Chinese Academy of Sciences in 2018, and received the B.S. degree in mathematics and applied mathematics and the M.S. degree in operational research and cybernetics from Zhengzhou University, in 2009 and 2012, respectively. My research interests include cross-media content analysis, computer vision, and machine learning.
教育经历
2005.09~2009.07 郑州大学 数学与应用数学 理学学士
2009.09~2012.06 郑州大学 运筹学与控制论 理学硕士
2012.09~2018.01 中国科学院大学 计算机应用技术 工学博士.
论文
Journal
[1] Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian. Learning Feature Representation and Partial Correlation for Multimodal Multi-Labeled Data. IEEE Transactions on Multimedia (TMM), accepted.
[2] Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian. Harmonized Multimodal Learning with Gaussian Process Latent Variable Models. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), accepted. [pdf]
[3] Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang. Online Asymmetric Metric Learning with Multi-Layer Similarity Aggregation for Cross-Modal Retrieval. IEEE Transaction on Image Processing, vol. 28, no. 9, pp. 4299-4312, 2019. [pdf] [code]
[4] Guoli Song, Shuhui Wang, Qingming Huang, and Qi Tian, Multimodal Similarity Gaussian Process Latent Variable Model, IEEE Transactions on Image Processing, vol. 26, no.9, pp. 4168-4181, 2017. [pdf] [code]
Conference
[1] BCData: A Large-Scale Dataset and Benchmark for Cell Detection and Counting, MICCAI 2020, accepted.
[2] Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang. Learning Fragment Self-Attention Embeddings for Image-Text Matching. ACM Multimedia, pp. 2088-2096, 2019. (oral) [pdf] [code]
[3] Guoli Song, Shuhui Wang, Qingming Huang, and Qi Tian, Multimodal Gaussian Process Latent Variable Models with Harmonization, IEEE International Conference on Computer Vision (ICCV2017), pp. 5039-5047, Venice, Italy, 2017. [pdf] [code]
[4] Guoli Song, Shuhui Wang, Qingming Huang, and Qi Tian, Similarity Gaussian Process Latent Variable Model for Multi-Modal Data Analysis, IEEE International Conference on Computer Vision (ICCV2015), pp. 4050-4058, Santiago, Chile, 2015. [pdf] [code]
[5] Guoli Song, Shuhui Wang, and Qi Tian, Fusing feature and similarity for multimodal search, IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP2015), pp. 787-791, Chengdu, China, 2015. [pdf]