Biography

I am currently a PhD candidate in School of Electronic Engineering, Xidian University, under the supervision of Prof. Cheng Deng, and I am a visiting student in UBTECH Sydney AI Centre, University of Sydney (USYD), under the supervision of Prof. Dacheng Tao and Tongliang Liu from Mar 2017. I received the bachelor degree in Xidian University in July, 2013.

Research Interests

Deep Learning, Similarity Search, and Learn to Hash

News

2019.02, one paper was accepted to CVPR2019.

2019.02, one paper was accepted to IEEE Trans. on Image Processing.

2018.10, one paper was accepted to IEEE Trans. on Cybernetics.

2018.04, one paper was accepted to IJCAI 2018.

Publications [Google Scholar]

Journal Articles

  1. Unsupervised Semantic-Preserving Adversarial Hashing for Image Search
    Cheng Deng, Erkun Yang, Tongliang Liu, Wei Liu, Jie Li, Dacheng Tao
    IEEE Trans. Image Process., 2019.

  2. Adversarial Examples for Hamming Space Search
    Erkun Yang, Tongliang Liu, Cheng Deng, Dacheng Tao
    IEEE Trans. Cybern., 2018.

  3. Shared Predictive Cross-Modal Deep Quantization
    Erkun Yang, Cheng Deng, Chao Li, Wei Liu, Jie Li, Dacheng Tao
    IEEE Trans. Neural Netw. Learn. Syst., 2018.

  4. Exploring hybrid spatio-temporal convolutional networks for human action recognition
    Hao Wang, Yanhua Yang, Erkun Yang, Cheng Deng
    Multimedia Tools and Applications, 2017

Conference Proceedings

  1. DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs
    Erkun Yang, Tongliang Liu, Cheng Deng, Wei Liu, and Dacheng Tao
    In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.

  2. Semantic Structure-based Unsupervised Deep Hashing [code]
    Erkun Yang, Cheng Deng, Tongliang Liu, Wei Liu, and Dacheng Tao
    In International Joint Conference on Artificial Intelligence (IJCAI), 2018.

  3. Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval
    Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, and Xinbo Gao
    In AAAI Conference on Artificial Intelligence (AAAI), 2017.

Friends

Jie Xu (Cornell University), Chao Li (Xidian University), Zeyu Li (Xidian University), Hao Wang (Xidian University), De Xie (Xidian University)

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