Prof. Xin-Shun Xu
No. 1500, Shunhua Road, Jinan 250101, China
E-mail: xuxinshun@sdu.edu.cn
Homepage: http://mima.sdu.edu.cn/members/~xinshunxu/xuxs.htm
Biography:
He received the M.S. degree in Computer Science from Shandong University, China in 2002, and Ph.D. degree in computer science from University of Toyama, Japan in 2005. In the same year, he joined School of Computer Science and Technology of Shandong University as an associate professor.Currently He is a professor at the School of Software, Shandong University and a leader of MIMA (Machine Intelligence and Media Analysis) Group.
Research Interests:
His interests include machine learning, computer vision, information retrieval, pattern recognition, data mining and multimedia analysis & retrieval.
·Learning to hash, multi-instance Learning, multi-label learning, semi-supervised learning, ensemble learning, deep learning
·Image/video content analysis, image/video retrieval
·Document analysis, character recognition
Selected Publications (*corresponding author)
[1]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'18), 2018.
[2]Xin Luo, Liqiang Nie, Xiangnan He, Ye Wu, Zhen-Duo Chen and Xin-Shun Xu*. Fast scalable supervised hashing. International ACM SIGIR Conference of Research and Development in Information Retrieval (SIGIR'18), 2018.
[3]Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen and Liqiang Nie. Chat more: Deepening and widening the chatting topic via a deep model. International ACM SIGIR Conference of Research and Development in Information Retrieval (SIGIR'18), 2018.
[4]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.
[5]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.
[6]Xin Luo, Ye Wu, Wan-Jin Yu and Xin-Shun Xu*. Class consistent hashing for fast web data searching. World Wide Web Journal, 2018.
[7]Xin Luo, Ye Wu and Xin-Shun Xu*.Scalable supervised discrete hashing for large-scale search. International World Wide Web Conference (WWW'18), 2018.
[8]Zhen-Duo Chen, Wan-Jin Yu, Chuan-Xiang Li, Liqiang Nie and Xin-Shun Xu*. Dual deep neural networks cross-modal hashing. AAAI Conference on Artificial Intelligence (AAAI'18), 2018.
[9]Peng-Fei Zhang, Chuan-Xiang Li, Meng-Yuan Liu, Liqiang Nie and Xin-Shun Xu*. Semi-relaxation supervised hashing for cross-modal retrieval. ACM International Conference on Multimedia (MM'17), 2017.
[10]Rui Yang, Yuliang Shi and Xin-Shun Xu*.Discrete multi-view hashing for effective image retrieval. ACM International Conference on Multimedia Retrieval (ICMR'17), 2017.
[11]Hua-Junjie Huang, Rui Yang, Chuan-Xiang Li, Yuliang Shi, Shanqing Guo and Xin-Shun Xu*.Supervised cross-modal hashing without relaxation, IEEE International Conference on Multimedia Expo (ICME '17), 2017.
Professional Services
He was the PC member of many conferences, e.g.,AAAI, MM, and CIKM. He is the reviewer of the following journals, e.g., TKDE, TIP, and TMM, etc.
