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Rui Zhang

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20042024

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  • 2023

    Decoupled Learning for Long-Tailed Oracle Character Recognition

    Li, J., Dong, B., Wang, Q. F., Ding, L., Zhang, R. & Huang, K., 2023, Document Analysis and Recognition – ICDAR 2023 - 17th International Conference, Proceedings. Fink, G. A., Jain, R., Kise, K. & Zanibbi, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 165-181 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14190 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Graph Neural Networks with Diverse Spectral Filtering

    Guo, J., Huang, K., Yi, X. & Zhang, R., 30 Apr 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, Inc, p. 306-316 11 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    Open Access
    3 Citations (Scopus)

  • Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation

    Gao, Z., Huang, K., Zhang, R., Liu, D. & Ma, J., 1 Oct 2023, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV). p. 18882-18893 12 p.

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation

    Gao, Z., Huang, K., Zhang, R., Liu, D. & Ma, J., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 18836-18847 12 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • 2022

    Certifying Better Robust Generalization for Unsupervised Domain Adaptation

    Gao, Z., Zhang, S., Huang, K., Wang, Q., Zhang, R. & Zhong, C., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 2399-2410 12 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)

  • Outpainting by Queries

    Yao, K., Gao, P., Yang, X., Sun, J., Zhang, R. & Huang, K., 2022, Computer Vision – ECCV 2022 - 17th European Conference, 2022, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 153-169 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13683 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    2 Citations (Scopus)

  • 后疫情时代的22课时线性代数混合式教学在中外合作办学的实施与探索

    Liu, G., Niu, Q., Fei, J., Zhao, Y., Zhang, R. & Zhang, K., Jun 2022, 2021新时代高校教学改革与创新论文集. 中国高等教育出版社

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • 2021

    Inductive Generalized Zero-Shot Learning with Adversarial Relation Network

    Yang, G., Huang, K., Zhang, R., Goulermas, J. Y. & Hussain, A., 2021, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 724-739 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12458 LNAI).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    2 Citations (Scopus)

  • Mix-Up Augmentation for Oracle Character Recognition with Imbalanced Data Distribution

    Li, J., Wang, Q. F., Zhang, R. & Huang, K., 2021, Document Analysis and Recognition - ICDAR 2021 - 16th International Conference, Proceedings. Lladós, J., Lopresti, D. & Uchida, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 237-251 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12821 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    5 Citations (Scopus)

  • Towards Better Robust Generalization with Shift Consistency Regularization

    Zhang, S., Qian, Z., Huang, K., Wang, Q., Zhang, R. & Yi, X., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 12524-12534 11 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    11 Citations (Scopus)

  • 疫情期间中外合作办学数学基础课线上教学 与线上评估的实践与探索

    Liu, G., Fei, J., Zhang, R., Zhao, Y., Niu, Q., Liu, L. & Liang, H., Feb 2021, 新时代高校数学教学改革与创新研讨会论文集2020. 中国高等教育出版社

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • 2020

    Action recognition in videos with temporal segments fusions

    Fang, Y., Zhang, R., Wang, Q. F. & Huang, K., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 244-253 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)

  • Adversarial Rectification Network for Scene Text Regularization

    Li, J., Wang, Q. F., Zhang, R. & Huang, K., 2020, Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings. Yang, H., Pasupa, K., Leung, A. C-S., Kwok, J. T., Chan, J. H. & King, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 152-163 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12533 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)

  • Fine-grained image classification with object-part model

    Hong, J., Huang, K., Liang, H. N., Wang, X. & Zhang, R., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 233-243 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Improving disentanglement-based image-to-image translation with feature joint block fusion

    Zhang, Z., Zhang, R., Wang, Q. F. & Huang, K., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 540-549 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Improving image caption performance with linguistic context

    Cao, Y., Wang, Q. F., Huang, K. & Zhang, R., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)

  • Offline arabic handwriting recognition using deep machine learning: A review of recent advances

    Ahmed, R., Dashtipour, K., Gogate, M., Raza, A., Zhang, R., Huang, K., Hawalah, A., Adeel, A. & Hussain, A., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 457-468 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    17 Citations (Scopus)

  • PerSent 2.0: Persian sentiment lexicon enriched with domain-specific words

    Dashtipour, K., Raza, A., Gelbukh, A., Zhang, R., Cambria, E. & Hussain, A., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 497-509 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    13 Citations (Scopus)

  • Self-focus deep embedding model for coarse-grained zero-shot classification

    Yang, G., Huang, K., Zhang, R., Goulermas, J. Y. & Hussain, A., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 12-22 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • 2019

    A multi-objective optimization model for bike-sharing

    Shan, Y., Xie, D. & Zhang, R., 20 Dec 2019, ICIT 2019 - Proceedings of the 7th International Conference on Information Technology: IoT and Smart City. Association for Computing Machinery, p. 383-387 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Generalized adversarial training in riemannian space

    Zhang, S., Huang, K., Zhang, R. & Hussain, A., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 826-835 10 p. 8970677. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    7 Citations (Scopus)

  • SimpleGAN: Stabilizing generative adversarial networks with simple distributions

    Zhang, S., Qian, Z., Huang, K., Zhang, R. & Hussain, A., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 905-910 6 p. 8955617. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)

  • VSB-DVM: An end-to-end bayesian nonparametric generalization of deep variational mixture model

    Yang, X., Yan, Y., Huang, K. & Zhang, R., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 688-697 10 p. 8970727. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    4 Citations (Scopus)
  • 2018

    Improving deep neural network performance with kernelized min-max objective

    Yao, K., Huang, K., Zhang, R. & Hussain, A., 2018, Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Springer Verlag, p. 182-191 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11301 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    2 Citations (Scopus)

  • Style Neutralization Generative Adversarial Classifier

    Jiang, H., Huang, K., Zhang, R. & Hussain, A., 2018, Advances in Brain Inspired Cognitive Systems - 9th International Conference, BICS 2018, Proceedings. Hussain, A., Liu, C-L., Ren, J., Zhao, H., Zheng, J., Zhao, X. & Luo, B. (eds.). Springer Verlag, p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10989 LNAI).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)

  • W-Net: One-shot arbitrary-style chinese character generation with deep neural networks

    Jiang, H., Yang, G., Huang, K. & Zhang, R., 2018, Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings. Leung, A. C. S., Cheng, L. & Ozawa, S. (eds.). Springer Verlag, p. 483-493 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11305 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    15 Citations (Scopus)
  • 2017

    Deep mixtures of factor analyzers with common loadings: A novel deep generative approach to clustering

    Yang, X., Huang, K. & Zhang, R., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Li, Y., Liu, D., Xie, S., El-Alfy, E-S. M. & Zhao, D. (eds.). Springer Verlag, p. 709-719 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10634 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    2 Citations (Scopus)

  • Field support vector regression

    Jiang, H., Huang, K. & Zhang, R., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Li, Y., Liu, D., Xie, S., El-Alfy, E-S. M. & Zhao, D. (eds.). Springer Verlag, p. 699-708 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10634 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    15 Citations (Scopus)

  • Improve deep learning with unsupervised objective

    Zhang, S., Huang, K., Zhang, R. & Hussain, A., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Li, Y., Liu, D., Xie, S., El-Alfy, E-S. M. & Zhao, D. (eds.). Springer Verlag, p. 720-728 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10634 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    Open Access
  • 2016

    Learning latent features with infinite non-negative binary matrix tri-factorization

    Yang, X., Huang, K., Zhang, R. & Hussain, A., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Doya, K., Ikeda, K., Lee, M., Hirose, A., Ozawa, S. & Liu, D. (eds.). Springer Verlag, p. 587-596 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9947 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    Open Access
    3 Citations (Scopus)
  • 2015

    Two-layer Mixture of Factor Analyzers with Joint Factor Loading

    Yang, X., Huang, K., Zhang, R. & Goulermas, J. Y., 28 Sept 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280350. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)
  • 2014

    A novel hybrid approach for combining deep and traditional neural networks

    Zhang, R., Zhang, S. & Huang, K., 2014, Neural Information Processing - 21st International Conference, ICONIP 2014, Proceedings. Loo, C. K., Yap, K. S., Wong, K. W., Teoh, A. & Huang, K. (eds.). Springer Verlag, p. 349-356 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8836).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Unsupervised dimensionality reduction for gaussian mixture model

    Yang, X., Huang, K. & Zhang, R., 2014, Neural Information Processing - 21st International Conference, ICONIP 2014, Proceedings. Loo, C. K., Yap, K. S., Wong, K. W., Teoh, A. & Huang, K. (eds.). Springer Verlag, p. 84-92 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8835).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    6 Citations (Scopus)
  • 2013

    One-side probability machine: Learning imbalanced classifiers locally and globally

    Zhang, R. & Huang, K., 2013, Neural Information Processing - 20th International Conference, ICONIP 2013, Proceedings. PART 2 ed. p. 140-147 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8227 LNCS, no. PART 2).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    2 Citations (Scopus)
  • 2008

    A performance management system for telecommunication network using AI techniques

    Zhang, S., Zhang, R. & Jiang, J., 2008, Proceedings of International Conference on Dependability of Computer Systems, DepCoS - RELCOMEX 2008. p. 219-226 8 p. 4573060. (Proceedings of International Conference on Dependability of Computer Systems, DepCoS - RELCOMEX 2008).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)
  • 2005

    Coupling wavelet transform with Bayesian network to classify auditory brainstem responses

    Zhang, R., McAllister, G., Scotney, B., McClean, S. & Houston, G., 2005, Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005. Institute of Electrical and Electronics Engineers Inc., p. 7568-7571 4 p. 1616263. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings; vol. 7 VOLS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    4 Citations (Scopus)