Jingkuan Song

Professor

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Office: No.A304

Innovation center

University of Electronic Science and Technology of China

Jingkuan Song is a full professor with University of Electronic Science and Technology of China (UESTC). He joined Columbia University as a Postdoc Research Scientist (2016-2017), and University of Trento as a Research Fellow (2014-2016). He obtained his PhD degree in 2014 from The University of Queensland (UQ), Australia (advised by Prof. Heng Tao Shen). His research interest includes large-scale multimedia retrieval, image/video segmentation and image/video understading using hashing, graph learning and deep learning techniques. He was the winner of the Best Paper Award in ICPR (2016, Mexico), Best Student Paper Award in Australian Database Conference (2017, Australia), and Best Paper Honorable Mention Award (2017, Japan). He is Guest Editor of TMM, WWWJ and he is PC member of CVPR’18, MM’18, IJCAI’18, etc.

I am looking for highly motivated PhD students, Postdoctorals and Assistant Professors to conduct world-class research in my team. Please send your CV or enquiries to my email.

News

May 1, 2021 I will serve as Technical Demo Chairs for ACM MM 21! :collision: :collision: :collision:
May 1, 2021 2 IJCAI & 1 AAAI are accepted!
Aug 20, 2020 4 ACM MM & 2 IJCAI & 1 ECCV & 1 AAAI are accepted!
Jun 18, 2019 I will serve as Associate Editor for TOMM!
May 10, 2019 5 IJCAI papers are accepted!

Selected Publications

  1. CVPR
    Meta Distribution Alignment for Generalizable Person Re-Identification
    Hao Ni, Jingkuan Song, Xiaopeng Luo, Feng Zheng, Wen Li, Heng Tao Shen
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Jun 2022
    PDF Code
  2. CVPR
    Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression
    Xiaosu Zhu, Jingkuan Song, Lianli Gao, Feng Zheng, Heng Tao Shen
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Jun 2022
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  3. IJCAI
    S2 transformer for image captioning
    Pengpeng Zeng, Haonan Zhang, Jingkuan Song, Lianli Gao
    In Proceedings of the International Joint Conferences on Artificial Intelligence Jun 2022
    PDF
  4. ICCV
    Exploiting scene graphs for human-object interaction detection
    Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
    In Proceedings of the IEEE/CVF International Conference on Computer Vision Jun 2021
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  5. IJCAI
    Towards Unsupervised Deformable-Instances Image-to-Image Translation
    Sitong Su, Jingkuan Song, Lianli Gao, Junchen Zhu
    In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21 Aug 2021
    PDF
  6. ACM MM
    Curriculum-based meta-learning
    Ji Zhang, Jingkuan Song, Yazhou Yao, Lianli Gao
    In Proceedings of the 29th ACM International Conference on Multimedia Aug 2021
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  7. ECCV
    Patch-wise Attack for Fooling Deep Neural Network
    Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen
    CoRR Aug 2020
    arXiv
  8. ACM MM
    KTN: Knowledge Transfer Network for Multi-Person DensePose Estimation
    Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen
    In Proceedings of the 28th ACM International Conference on Multimedia Aug 2020
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  9. ACM MM
    One-shot scene graph generation
    Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen
    In Proceedings of the 28th ACM International Conference on Multimedia Aug 2020
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  10. AAAI
    Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis
    Lianli Gao, Daiyuan Chen, Jingkuan Song, Xing Xu, Dongxiang Zhang, Heng Tao Shen
    Proceedings of the AAAI Conference on Artificial Intelligence Jul 2019
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  11. AAAI
    Deliberate attention networks for image captioning
    Lianli Gao, Kaixuan Fan, Jingkuan Song, Xianglong Liu, Xing Xu, Heng Tao Shen
    In Proceedings of the AAAI conference on artificial intelligence Jul 2019
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  12. AAAI
    Structured two-stream attention network for video question answering
    Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen
    In Proceedings of the AAAI Conference on Artificial Intelligence Jul 2019
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  13. AAAI
    Beyond rnns: Positional self-attention with co-attention for video question answering
    Xiangpeng Li, Jingkuan Song, Lianli Gao, Xianglong Liu, Wenbing Huang, Xiangnan He, Chuang Gan
    In Proceedings of the AAAI Conference on Artificial Intelligence Jul 2019
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  14. IJCAI
    Beyond product quantization: Deep progressive quantization for image retrieval
    Lianli Gao, Xiaosu Zhu, Jingkuan Song, Zhou Zhao, Heng Tao Shen
    arXiv preprint arXiv:1906.06698 Jul 2019
    arXiv
  15. IJCAI
    Deep recurrent quantization for generating sequential binary codes
    Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen
    arXiv preprint arXiv:1906.06699 Jul 2019
    arXiv
  16. IJCAI
    Dual Conditional GANs for Face Aging and Rejuvenation.
    Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu, Heng Tao Shen
    In IJCAI Jul 2018
    PDF
  17. IJCAI
    From Pixels to Objects: Cubic Visual Attention for Visual Question Answering
    Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen
    In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI-18 Jul 2018
    PDF
  18. IJCAI
    Hierarchical LSTM with adjusted temporal attention for video captioning
    Jingkuan Song, Zhao Guo, Lianli Gao, Wu Liu, Dongxiang Zhang, Heng Tao Shen
    arXiv preprint arXiv:1706.01231 Jul 2017
    arXiv