Yingzhen Yang

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Yingzhen Yang

Assistant Professor

Calculated based on number of publications stored in Pure and citations from Scopus
20082022

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  • 2022

    Benchmark of DNN Model Search at Deployment Time

    Zhou, L., Jain, A., Wang, Z., Das, A., Yang, Y. & Zou, J., Jul 6 2022, Scientific and Statistical Database Management - 34th International Conference, SSDBM 2022 - Proceedings. Pourabbas, E., Zhou, Y., Li, Y. & Yang, B. (eds.). Association for Computing Machinery, 10. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Noisy ℓ0-Sparse Subspace Clustering on Dimensionality Reduced Data

    Yang, Y. & Li, P., 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Association For Uncertainty in Artificial Intelligence (AUAI), p. 2235-2245 11 p. (Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2021

    FROS: Fast Regularized Optimization by Sketching

    Yang, Y. & Li, P., Jul 12 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2780-2785 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2018

    WSNet: Compact and efficient networks through weight sampling

    Jin, X., Yang, Y., Xu, N., Yang, J., Jojic, N., Feng, J. & Yan, S., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 3683-3696 14 p. (35th International Conference on Machine Learning, ICML 2018; vol. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2016

    D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images

    Wang, Z., Liu, D., Chang, S., Ling, Q., Yang, Y. & Huang, T. S., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 2764-2772 9 p. 7780671. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    144 Scopus citations

  • Designing a composite dictionary adaptively from joint examples

    Wang, Z., Yang, Y., Yang, J. & Huang, T., Apr 21 2016, 2015 Visual Communications and Image Processing, VCIP 2015. Institute of Electrical and Electronics Engineers Inc., 7457839. (2015 Visual Communications and Image Processing, VCIP 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Epitomic image super-resolution

    Yang, Y., Wang, Z., Wang, Z., Chang, S., Liu, D., Shi, H. & Huang, T. S., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 4278-4279 2 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • On order-constrained transitive distance clustering

    Yu, Z., Liu, W., Liu, W., Yang, Y., Li, M. & Kumar, B. V. K. V., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 2293-2299 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Studying very low resolution recognition using deep networks

    Wang, Z., Chang, S., Yang, Y., Liu, D. & Huang, T. S., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 4792-4800 9 p. 7780887. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    161 Scopus citations

  • ℓ0-sparse subspace clustering

    Yang, Y., Feng, J., Jojic, N., Yang, J. & Huang, T. S., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Sebe, N., Welling, M. & Matas, J. (eds.). Springer Verlag, p. 731-747 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9906 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    51 Scopus citations
  • 2015

    A joint optimization framework of sparse coding and discriminative clustering

    Wang, Z., Yang, Y., Chang, S., Li, J., Fong, S. & Huang, T. S., 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 3932-3938 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Scopus citations

  • Self-tuned deep super resolution

    Wang, Z., Yang, Y., Wang, Z., Chang, S., Han, W., Yang, J. & Huang, T., Oct 19 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2015. IEEE Computer Society, p. 1-8 8 p. 7301266. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2015-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    54 Scopus citations
  • 2014

    Data clustering by laplacian regularized l1 -graph

    Yang, Y., Wang, Z., Yang, J., Wang, J., Chang, S. & Huang, T. S., 2014, Proceedings of the National Conference on Artificial Intelligence. AI Access Foundation, p. 3148-3149 2 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    27 Scopus citations

  • Discriminative Exemplar clustering

    Yang, Y., Liang, F. & Huang, T. S., 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 6771-6775 5 p. 6854911. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Epitomic image colorization

    Yang, Y., Chu, X., Ng, T. T., Chia, A. Y. S., Yang, J., Jin, H. & Huang, T. S., 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 2470-2474 5 p. 6854044. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2012

    Pairwise exemplar clustering

    Yang, Y., Chu, X., Liang, F. & Huang, T. S., 2012, AAAI-12 / IAAI-12 - Proceedings of the 26th AAAI Conference on Artificial Intelligence and the 24th Innovative Applications of Artificial Intelligence Conference. p. 1204-1211 8 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2010

    Virtual gazing in video surveillance

    Yang, Y. & Cai, Y., 2010, SMVC'10 - Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning, Co-located with ACM Multimedia 2010. p. 15-20 6 p. (SMVC'10 - Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning, Co-located with ACM Multimedia 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2009

    Anomaly detection by clustering in the network

    Guo, F., Yang, Y. & Duan, L., 2009, Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009. 5363695. (Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Entertaining video warping

    Yang, Y., Liu, C., Song, C., Zhu, Y. & Peng, Q., 2009, Proceedings - 2009 11th IEEE International Conference on Computer-Aided Design and Computer Graphics, CAD/Graphics 2009. p. 174-177 4 p. 5246908. (Proceedings - 2009 11th IEEE International Conference on Computer-Aided Design and Computer Graphics, CAD/Graphics 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Image completion using structural priority belief propagation

    Yang, Y., Zhu, Y. & Peng, Q., 2009, MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums. p. 717-720 4 p. (MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations