Xin Luo @ MIMA

Image Chinese name
Xin Luo (X. Luo)

PhD, MIMA Group
School of Software
Shandong University, Shandong 250101, China

E-mail: luoxin.lxin@gmail.com

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Currently I am a member of MIMA Group , led by professor Xin-Shun Xu.



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Supervisor

Professor Xin-Shun Xu.

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Biography

  • 2018.01-2019.02, visiting research scholar in NExT++, National University of Singapore.
  • 2014.09-2019.03, PhD candidate of Computer Science in School of Software, Shandong University.
  • 2010-2014, I was an undergraduate student of Shandong University. In particular, I was a member of Taishan College.
  • I obtained my Ph.D. degree in computer science from Shandong University, China, in March 2019.

    • Research Interest

    I am interested in machine learning, information retrieval. Currently I am focusing on the subfields of deep learning and learning to hash research.

    Publication

    1. Zhen-Duo Chen, Yongxin Wang, Hui-Qiong Li, Xin Luo, Liqiang Nie and Xin-Shun Xu. A two-step cross-modal hashing by exploiting label correlations and preserving similarity in both steps. ACM International Conference on Multimedia, 2019. (Accepted, CCF A)
    2. Yongxin Wang, Xin Luo, Huaxiang Zhang, and Xin-Shun Xu. Sparse manifold embedded hashing for multimedia retrieval. IEEE International Conference on Data Engineering Workshops, 2019. (ICDEW)
    3. Chuan-Xiang Li, Ting-Kun Yan, Xin Luo, Liqiang Nie, and Xin-Shun Xu. Supervised robust discrete multimodal hashing for cross-media retrieval. IEEE Transactions on Multimedia, 2019. (Accepted, SCI, CCF B)
    4. Zhen-Duo Chen, Chuan-Xiang Li, Xin Luo, Liqiang Nie, Wei Zhang, and Xin-Shun Xu. SCRATCH: A scalable discrete matrix factorization hashing framework for cross-modal retrieval. IEEE Transactions on Circuits and Systems for Video Technology, 2019. (Accepted, SCI, CCF B)

    5. Wan-Jin Yu, Zhen-Duo Chen, Xin Luo, Wu Liu, and Xin-Shun Xu. DELTA:A deep dual-stream network for multi-label image classification.Pattern Recognition, 2019. (Accepted, SCI, CCF B)

    6. Xin Luo, Peng-Fei Zhang, Zi Huang, Liqiang Nie, and Xin-Shun Xu. Discrete hashing with multiple supervision. IEEE Transactions on Image Processing, 2019. (Accepted, SCI, CCF A)

    7. Chuan-Xiang Li, Zhen-Duo Chen, Peng-Fei Zhang, Xin Luo, Liqiang Nie, Wei Zhang, and Xin-Shun Xu. SCRATCH: A scalable discrete matrix factorization hashing for cross-modal retrieval. ACM International Conference on Multimedia (MM'18), 2018. (Full, Poster, CCF A) [code]

    8. Xin Luo, Xiao-Ya Yin, Liqiang Nie, Xuemeng Song, Yongxin Wang, and Xin-Shun Xu. SDMCH: Supervised discrete manifold-embedded cross-modal hashing. International Joint Conference on Artificial Intelligence (IJCAI-ECAI'18), 2018. (Full, Oral, CCF A)

    9. Xin Luo, Liqiang Nie, Xiangnan He, Ye Wu, Zhen-Duo Chen, and Xin-Shun Xu. Fast scalable supervised hashing. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'18), 2018. (Full, Oral, CCF A) [code]

    10. Ye Wu, Xin Luo, Xin-Shun Xu, Shanqing Guo, and Yuliang Shi. Dictionary learning based supervised discrete hashing for cross-media retrieval. ACM International Conference on Multimedia Retrieval (ICMR'18), 2018. (Full, Spotlight/Poster, CCF B)

    11. Xin Luo, Peng-Fei Zhang, Ye Wu, Zhen-Duo Chen, Hua-Junjie Huang, and Xin-Shun Xu. Asymmetric discrete cross-modal hashing. ACM International Conference on Multimedia Retrieval (ICMR'18), 2018. (Full, Spotlight/Poster, CCF B)

    12. Xin Luo, Ye Wu, Wan-Jin Yu, and Xin-Shun Xu. Class consistent hashing for fast web data searching. World Wide Web Journal (WWWJ), 2018. (SCI, CCF B)

    13. Xin Luo, Ye Wu, and Xin-Shun Xu. Scalable supervised discrete hashing for large-scale search. International World Wide Web Conference (WWW'18), 2018. (Full, Oral, CCF A)

    14. Xin Luo, Zhen-Duo Chen, Gao-Yuan Du, and Xin-Shun Xu. Improving hashing by leveraging multiple layers of deep neural networks. International Conference on Neural Information Processing (ICONIP'17), 2017. (Full, Oral, CCF C)

    15. Kuikui Wang, Lu Yang, Gongping Yang, Xin Luo, Kun Su, and Yilong Yin. Finger vein image retrieval via coding scale-varied superpixel feature. ACM International Conference on Multimedia Retrieval (ICMR'17), 2017. (Full, Spotlight, CCF B)

    16. Jian Wang, Xin Luo, and Xin-Shun Xu. Dictionary learning based hashing for cross-modal retrieval. ACM International Conference on Multimedia (MM'16), 2016. (Short Paper, CCF A)

    Awards & Honors

    • Outstanding graduates of Shandong Province. 2019.
    • Shandong University President Scholarship. 2018. (the highest honor to students in Shandong University)
    • National Scholarship for Ph.D. Students. 2018.
    • Excellent Academic Achievements of Shandong University. 2018.
    • IJCAI-AIJ 2018 Travel Grant.
    • ACM SIGIR 2018 Student Travel Grant.
    • The First-Class Academic Scholarship in Shandong University. 2017.
    • The First-Class Academic Scholarship in Shandong University. 2016.
    • The First-Class Academic Scholarship in Shandong University. 2015.
    • The Second-Class Academic Scholarship in Shandong University. 2014.

    Academic Activities

    • Program Committee Member of ACM MM (2019)
    • Invited Reviewer for Multimedia Systems Journal
    • Invited Reviewer for Signal Processing Journal
    • Invited Reviewer for Pattern Recognition
    • External Reviewer of ACL (2019)
    • External Reviewer of PCM (2018)